Ethics in AI research papers and articles

Kathy Baxter's Picture
January 20, 2019   •   199 min read
Collection of loose pages from an old book
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Last updated: January 2, 2023

This is my obsessively curated list of research papers and articles on ethics in AI that I have been collecting over the years. Let me know if I am missing your favorites.


Papers and Peer-Reviewed Publications

Manifestations of Xenophobia in AI Systems (12/15/22)

Bias in Automatic Speech Recognition: The Case of African American Language (12/14/22)

Explanations Can Reduce Overreliance on AI Systems During Decision-Making (12/13/22)

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models (12/7/22)

The Promise and The Peril: Artificial Intelligence and Employment Discrimination (11/8/22)

Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model (11/3/22)

An Adversarial Perspective on Accuracy, Robustness, Fairness, and Privacy: Multilateral-Tradeoffs in Trustworthy ML (11/1/22)

End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior (Nov 2022)

Artificial intelligence in government: Concepts, standards, and a unified framework (10/31/22)

Beyond neural scaling laws: beating power law scaling via data pruning (10/31/22)

System Safety and Artificial Intelligence (10/20/22)

Algorithmic failure as a humanities methodology: Machine learning's mispredictions identify rich cases for qualitative analysis (10/18/22)

SEAL : Interactive Tool for Systematic Error Analysis and Labeling (10/11/22)

Does AI Debias Recruitment? Race, Gender, and AI’s “Eradication of Difference” (10/10/22)

A Human-Centric Perspective on Model Monitoring (9/20/22)

Improving alignment of dialogue agents via targeted human judgements (9/20/22)

Power to the People? Opportunities and Challenges for Participatory AI (9/15/22)

The Subjects and Stages of AI Dataset Development: A Framework for Dataset Accountability (9/13/22)

Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest (9/13/22)

Quantitative AI Risk Assessments: Opportunities and Challenges (9/13/22)

Challenges in Translating Research to Practice for Evaluating Fairness and Bias in Recommendation Systems (9/13/22)

The Ethical Need for Watermarks in Machine-Generated Language (9/7/22)

In conversation with Artificial Intelligence: aligning language models with human values (9/1/22)

Bugs in the Data: How ImageNet Misrepresents Biodiversity (8/24/22)

Pushing the limits of fairness impossibility: Who’s the fairest of them all? (8/24/22)

Regulating the Risks of AI (8/23/22)

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned (8/22/22)

The US Algorithmic Accountability Act of 2022 vs. The EU Artificial Intelligence Act: what can they learn from each other? (8/18/22)

The Challenge of Ethical Interoperability (8/10/22)

Accountability in Artificial Intelligence: What It Is and How It Works (8/9/22)

Humble Machines: Attending to the Underappreciated Costs of Misplaced Distrust (8/2/22)

Addressing ethical gaps in ‘Technology for Good’: Foregrounding care and capabilities (8/1/22)

Should We Rely on AI to Help Avoid Bias in Patient Selection for Major Surgery? (Aug 2022)

Feeling fixes: Mess and emotion in algorithmic audits (7/28/22)

Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation (7/27/22)

Mimetic Models: Ethical Implications of AI that Acts Like You (7/27/22)

Approximate Exploitability: Learning a Best Response (7/23/22)

Overlooked factors in concept-based explanations: Dataset choice, concept salience, and human capability (7/20/22)

How to shrink AI’s ballooning carbon footprint (7/19/22)

Reducing Bias and Improving Safety in DALL·E 2 (7/18/22)

Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines (7/6/22)

Human-centred mechanism design with Democratic AI (7/4/22)

Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks (7/1/22)

On the Machine Learning of Ethical Judgments from Natural Language (July 2022)

We Asked GPT-3 to Write an Academic Paper about Itself—Then We Tried to Get It Published (6/30/22)

Who Is Liable when AI Kills? (6/29/22)

De-biasing “bias" measurement (6/29/22)

Combining interventions to reduce the spread of viral misinformation (6/23/22)


Open-source language AI challenges big tech’s models (6/22/22)

Data Governance in the Age of Large-Scale Data-Driven Language Technology (6/21/22)

Measuring the Carbon Intensity of AI in Cloud Instances (6/21/22)

A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods (6/21/22)

Regulating Facial Processing Technologies: Tensions Between Legal and Technical Considerations in the Application of Illinois BIPA (6/21/22)

Robots Enact Malignant Stereotypes (6/21/22)

Disentangling the Components of Ethical Research in Machine Learning (6/21/22)

Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem (6/21/22)

German AI Start-Ups and “AI Ethics”: Using A Social Practice Lens for Assessing and Implementing Socio-Technical Innovation (6/21/22)

Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective (6/21/22)

Towards Intersectional Feminist and Participatory ML: A Case Study in Supporting Feminicide Counterdata Collection (6/21/22)

Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits (6/21/22)

Fairness-aware Model-agnostic Positive and Unlabeled Learning (6/21/22)

Ethical concerns with replacing human relations with humanoid robots: an ubuntu perspective (6/20/22)

Limits and Possibilities for “Ethical AI” in Open Source: A Study of Deepfakes (6/20/22)

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis (6/20/22)

Measuring Representational Harms in Image Captioning (6/20/22)

It’s Just Not That Simple: An Empirical Study of the Accuracy-Explainability Trade-off in Machine Learning for Public Policy (6/20/22)

A Data-driven analysis of the interplay between Criminological theory and predictive policing algorithms (6/20/22)

Taxonomy of Risks posed by Language Models (6/20/22)

Automating Care: Online Food Delivery Work During the CoVID-19 Crisis in India (6/20/22)

Uncovering bias in the PlantVillage dataset (6/9/22)

Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance (6/9/22)

Cross-linguistic patterns of speech prosodic differences in autism: A machine learning study (6/8/22)

The Struggle for AI’s Recognition: Understanding the Normative Implications of Gender Bias in AI with Honneth’s Theory of Recognition (6/3/22)

The Algorithmic Imprint (6/3/22)

The Fallacy of AI Functionality (6/2/22)

Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy (6/2/22)

Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness (6/1/22)

Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning (5/31/22)

Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants (5/26/22)

Perturbation Augmentation for Fairer NLP (5/25/22)

AISOCRATES: Towards Answering Ethical Quandary Questions (5/24/22)

Resistance and refusal to algorithmic harms: Varieties of ‘knowledge projects’ (5/22/22)

Can Foundation Models Wrangle Your Data? (5/20/22)

Survey on Fair Reinforcement Learning: Theory and Practice (5/20/22)

Antidiscrimination Laws, Artificial Intelligence, and Gender Bias: A Case Study in Nonmortgage Fintech Lending (5/18/22)

Marrying Fairness and Explainability in Supervised Learning (5/14/22)

Your Echos are Heard: Tracking, Profiling, and Ad Targeting in the Amazon Smart Speaker Ecosystem (5/11/22)

AI recognition of patient race in medical imaging: a modelling study (5/11/22)

The Conflict Between Explainable and Accountable Decision-Making Algorithms (5/11/22)

De-biasing "bias" measurement (5/11/22)

Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation (5/10/22)

The Forgotten Margins of AI Ethics (5/9/22)

Should attention be all we need? The epistemic and ethical implications of unification in machine learning (5/9/22)

Algorithmic Fairness Datasets: the Story so Far (5/6/22)

Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches (5/6/22)

Data Governance in the Age of Large-Scale Data-Driven Language Technology (5/4/22)

To make AI fair, here’s what we must learn to do (5/4/22)

Assessing Dataset Bias in Computer Vision (5/3/22)
AI-Driven Contextual Advertising: A Technology Report and Implication Analysis (5/2/22)

Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions (5/1/22)

Handling and Presenting Harmful Text (4/29/22)

Should Machine Learning Models Report to Us When They Are Clueless? (4/28/22)

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions (4/26/22)

Representation-Aware Experimentation: Group Inequality Analysis for A/B Testing and Alerting (4/26/22)

FaiRIR: Mitigating Exposure Bias from Related Item Recommendations in Two-Sided Platforms (4/26/22)

Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (4/25/22)

Does Information About AI Regulation Change Manager Evaluation of Ethical Concerns and Intent to Adopt AI? (4/23/22)

Understanding Toxicity Triggers on Reddit in the Context of Singapore (4/19/22)

Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness (4/18/22)

The ethics of AI business practices: a review of 47 AI ethics guidelines (4/13/22)

Artificial intelligence in support of the circular economy: ethical considerations and a path forward (4/11/22)

Structured access: an emerging paradigm for safe AI deployment (4/11/22)

The role of the African value of Ubuntu in global AI inclusion discourse: A normative ethics perspective (4/8/22)

Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables (4/7/22)

What AI Can Do for Climate Change, and What Climate Change Can Do for AI (4/5/22)

Designing a Future Worth Wanting: Applying Virtue Ethics to HCI (4/5/22)

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI (4/3/22)

Explainable AI (Apr 2022)

Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis (Apr 2022)

Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets (3/31/22)

Longitudinal Fairness with Censorship (3/30/22)

capAI - A procedure for conducting conformity assessment of AI systems in line with the EU Artificial Intelligence Act (3/23/22)

Consent as a Foundation for Responsible Autonomy (3/22/22)

[Spain] Judging the algorithm: A case study on the risk assessment tool for gender-based violence implemented in the Basque country (3/22/22)

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning (3/22/22)

Implicit data crimes: Machine learning bias arising from misuse of public data (3/21/22)

Zoom Out and Observe: News Environment Perception for Fake News Detection (3/21/22)


Introducing a Practice-based Compliance Framework for Addressing New Regulatory Challenges in the AI Field (3/17/22)

ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection (3/17/22)

Measuring Fairness of Text Classifiers via Prediction Sensitivity (3/16/22)

Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity (3/16/22)

Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law (3/15/22)

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse (3/13/22)

What lies behind AGI: ethical concerns related to LLMs (3/11/22)

Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers (3/9/22)

Robustness and Usefulness in AI Explanation Methods (3/9/22)

You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings (3/9/22)

The struggle for recognition in the age of facial recognition technology (3/8/22)

Moral dilemmas for moral machines (3/8/22)

Exploring racial and gender disparities in voice biometrics (3/8/22)

Dual use of artificial-intelligence-powered drug discovery (3/7/22)

A fair pricing model via adversarial learning (3/7/22)

Linguistically-Inclusive Natural Language Processing (3/3/22)

Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection (3/2/22)

System Cards for AI-Based Decision-Making for Public Policy (3/1/22)

Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning (Mar 2022)

A Lesson From AI: Ethics Is Not an Imitation Game (Mar 2022)

Defining organizational AI governance (2/24/22)

Algorithmic Domination in the Gig Economy (2/23/22)

Deep Learning Reproducibility and Explainable AI (XAI) (2/23/22)

The Challenge of Understanding What Users Want: Inconsistent Preferences and Engagement Optimization (2/23/22)

Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States (2/23/22)

Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals (2/22/22)

Towards User-Centered Metrics for Trustworthy AI in Immersive Cyberspace (2/22/22)

The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness (2/19/22)

Seeing Like a toolkit: How Toolkits Envision the Work of AI Ethics (2/17/22)

Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision (2/16/22)

Misinformation Detection in Social Media Video Posts (2/15/22)

Predictability and Surprise in Large Generative Models (2/15/22)

Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do (2/14/22)

Auditing the AI Auditors: A Framework for Evaluating Fairness and Bias in High Stakes AI Predictive Models (2/14/22)

Regional Differences in Information Privacy Concerns After the Facebook-Cambridge Analytica Data Scandal (2/14/22)

What Does it Mean for a Language Model to Preserve Privacy? (2/14/22)

A Silicon Valley love triangle: Hiring algorithms, pseudo-science, and the quest for auditability (2/11/22)

Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News sites (2/10/22)

EU and US legislation seek to open up digital platform data (2/10/22)

Assessing the Fairness of AI Systems: AI Practitioners’ Processes, Challenges, and Needs for Support (2/10/22)

Employee Perceptions of the Effective Adoption of AI Principles (2/10/22)

Governing Ethical AI Transformation: A Case Study of AuroraAI (2/10/22)

Fair Outlier Detection Based on Adversarial Representation Learning (2/9/22)

Regulatory Instruments for Fair Personalized Pricing (2/9/22)

Ethics of AI-Enabled Recruiting and Selection: A Review and Research Agenda (2/8/22)

Cascaded Debiasing : Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions (2/8/22)

Group Fairness Is Not Derivable From Justice: a Mathematical Proof (2/8/22)

Red Teaming Language Models with Language Models (2/7/22)

Fair Interpretable Representation Learning with Correction Vectors (2/7/22)

Jury Learning: Integrating Dissenting Voices into Machine Learning Models (2/7/22)

Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics (2/3/22)

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective (2/3/22)

Maintaining fairness across distribution shift: do we have viable solutions for real-world applications? (2/2/22)

An Empirical Study of Modular Bias Mitigators and Ensembles (2/1/22)

Algorithmic Domination in the Gig Economy (Feb 2022)

How Explainability Contributes to Trust in AI (1/30/22)

Case Study: The Distilling of a Biased Algorithmic Decision System through a Business Lens (1/27/22)

Examination of Stigmatizing Language in the Electronic Health Record (1/27/22)

Fairness implications of encoding protected categorical attributes (1/27/22)

Promises and Challenges of Causality for Ethical Machine Learning (1/26/22)

People Prefer Moral Discretion to Algorithms: Algorithm Aversion Beyond Intransparency (1/26/22)

Handling Bias in Toxic Speech Detection: A Survey (1/26/22)

Embedded ethics: a proposal for integrating ethics into the development of medical AI (1/26/22)

Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection (1/25/22)

An Algorithmic Framework for Bias Bounties (1/25/22)

Responsibility assignment won’t solve the moral issues of artificial intelligence (1/25/22)

​​Bias in Automated Speaker Recognition (1/24/22)

Evaluating a Methodology for Increasing AI Transparency: A Case Study (1/24/22)

Synthetic Data -- Anonymisation Groundhog Day (1/24/22)

LaMDA: Towards Safe, Grounded, and High-Quality Dialog Models for Everything (1/21/22)

Can a Model Be Differentially Private and Fair?

Ethics-based auditing of automated decision-making systems: intervention points and policy implications (1/16/22)

Tools and Practices for Responsible AI Engineering (1/14/22)

The Turing Trap: The Promise & Peril of Human-Like Artificial Intelligence (1/11/22)

Learning Fair Node Representations with Graph Counterfactual Fairness (1/10/22)

[Japan] Octagon Measurement: Public Attitudes toward AI Ethics (1/10/22)

Conversational AI Systems for Social Good: Opportunities and Challenges (1/8/22)

Board Responsibility for Artificial Intelligence Oversight (1/5/22)

The AI Carbon Footprint and Responsibilities of AI Scientists (1/5/22)

Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power? (Jan 2022)

Innovation as a Force for Equity (2022)

Why AI Ethics Is a Critical Theory (2022)

Embedded ethics: a proposal for integrating ethics into the development of medical AI (2022)

The Deskilling of Domain Expertise in AI Development (2022)


Directly Discriminatory Algorithms (2022)

Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation (2022)

Biased AI systems produce biased humans (2022)

Government, NGO, and expert publications

An epic AI Debate—and why everyone should be at least a little bit worried about AI going into 2023 (12/31/22)

[Netherlands] In poor neighborhoods, the government still predicts fraud (12/20/22)


Serbia, algorithmic discrimination rehearsals (12/14/22)

Not Everything is AI (12/12/22)

[Finland] Wolt: Couriers’ feelings don’t always match the transparency report (12/9/22)

[Netherlands] First suspicion of algorithmic discrimination successfully substantiated (12/9/22)

Designing Truly Human-Centered AI (12/8/22)

AI Governance in the time of Generative AI (12/8/22)

ChatGPT is a bullshit generator. But it can still be amazingly useful (12/6/22)

Can LLMs Enhance the Conversational AI Experience? (12/6/22)

A DIY Approach to Algorithmic Audits (12/5/22)

Silicon Valley and the Environmental Costs of AI (12/5/22)

Synthesizing Introspection: The AI Mediated Self (12/4/22)

10 Things You Should Not Do with AI (At Least For Now) (12/2/22)

Why tech companies are struggling to build responsible products and what can be done about it. (2022)

Better Together: The difference between MLOps & AI Governance and why you need both to deliver on Responsible AI (12/1/22)

TTC Joint Roadmap for Trustworthy AI and Risk Management (12/1/22)

Algorithmic elections: How automated systems quietly disenfranchise voters (12/1/22)

[Norway] Companies use design to take our time, money and personal data (12/1/22)

Implementation Challenges to Three Pillars of America's AI Strategy (Dec 2022)

Algorithms and the Perceived Legitimacy of Content Moderation (Dec 2022)

Deploying High-Quality and Trustworthy AI Insights from Leading AI Practitioners (Dec 2022)

Looking before we leap: Expanding ethical review processes for AI and data science research (Dec 2022)

[Singapore] Singapore’s free AI therapy-bot is as problematic as you’d think (11/29/22)

[Spain] Datafying Islamophobia in Catalonia (11/23/22)

How Do We Design and Develop Human-Centered AI? (11/23/22)

Unstable Diffusion: Ethical challenges and some ways forward (11/14/22)

Now I’m Seen: An AI Ethics Discussion Across the Globe (11/14/22)

Ensuring AI works with the right dose of curiosity (11/10/22)

Algorithms Quietly Run the City of DC—and Maybe Your Hometown (11/3/22)

Police Facebook Posts Disproportionately Highlight Crimes Involving Black Suspects, Study Finds (11/2/22)

How researchers are upping their game to audit recommender systems (11/2/22)

Screened & Scored in D.C. (11/1/22)

Balancing Fairness and Efficiency in Health Plan Payments (Nov 2022)

[UK] The Regulation of Artificial Intelligence as a Medical Device (Nov 2022)

NLRB General Counsel Issues Memo on Unlawful Electronic Surveillance and Automated Management Practices (10/31/22)

Visa-free travelers to the EU will undergo “risk” checks from 2023. Who counts as risky remains unclear (10/26/22)

Russia Uses Facial Recognition to Hunt Down Draft Evaders (10/26/22)

A New Law Designed for Children’s Internet Safety Will Change the Web for Adults, Too (10/25/22)

Evaluating Language Model Bias with 🤗 Evaluate (10/24/22)

Faced with justice, the town hall of Marseille defends algorithmic video surveillance (10/20/22)

Trustworthy Infrastructures: Exploring Emerging Approaches to Building Trust Online (10/19/22)

How to Make AI More Ethical, Transparent and Useful for Everyone (10/18/22)

AI in the Loop: Humans Must Remain in Charge (10/17/22)

A Human-Centered Approach to the AI Revolution (10/17/22)

EU rules for AI have some distance to go (10/17/22)

Here's how employers can make sure technology improves jobs (10/17/22)

The Responsible Service of Data (10/14/22)

Can an AI be sentient? Cultural perspectives on sentience and on the potential ethical implications of the rise of sentient AI. (10/13/22)

Echo chambers, rabbit holes, and ideological bias: How YouTube recommends content to real users (10/13/22)

The Supply Chain Risk You Didn’t Know About: Navigating Responsible Sourcing in AI (10/13/22)

AT THE DIGITAL DOORSTEP: How Customers Use Doorbell Cameras to Manage Delivery Workers (10/12/22)

Measuring perception in AI models (10/12/22)


AI May Help Ensure the Medical Privacy of Adolescent Patients (10/10/22)

The limits of the quantitative approach to discrimination (10/11/22)

[Italy] Italian neofascists considered building an authoritarian AI to solve unemployment. They are far from alone. (10/10/22)

Artificial intelligence image generators bring delight - and concern (10/7/22)

One of the Biggest Problems in Regulating AI Is Agreeing on a Definition (10/6/22)

3 ways global youth is securing responsible AI (10/5/22)

How to Read the White House’s Blueprint for an AI Bill of Rights (10/4/22)

The White House blueprint for AI (10/4/22)

White House Releases Long-Awaited “AI Bill of Rights” Document (10/4/22)

White House AI Bill of Rights lacks specific recommendations for AI rules (10/4/22)

Monitoring natural language processing and computer vision models, Part 1 (10/3/22)

HAI Policy Brief: Using Algorithm Audits to Understand AI (Oct 2022)

The Streets Are Watching You: How Billboards Are Spying On You (Oct 2022)

Fueling the AI transformation: Four key actions powering widespread value from AI, right now. Deloitte’s State of AI in the Enterprise, 5th Edition report (Oct 2022)

The streets are watching you: How billboards are spying on you (Oct 2022)



Reconciling the AI Value Chain with the EU’s Artificial Intelligence Act (9/30/22)

Lessons Learned from Algorithmic Impact Assessments in Practice (9/29/22)

AI and Job Quality: Insights from Workers (9/28/22)


Meta’s actions “adversely impacted” Palestinians’ rights: Access Now welcomes BSR findings (9/27/22)

Is it enough to audit recruitment algorithms for bias? (9/27/22)

The Human Bots Who Power Parasite Platforms (9/27/22)

Greece plans automated drones to spot people crossing border (9/23/22)

Improving transparency in AI by exploring new avenues for human feedback, robustness, and documentation (9/22/22)

AI Bias Bar Keeps Rising for HRTech (9/15/22)

There’s no Tiananmen Square in the new Chinese image-making AI (9/14/22)

A PRIMER ON AI IN/FROM THE MAJORITY WORLD: An Empirical Site and a Standpoint (9/14/22)

Mimetic models: Ethical implications of AI that acts like you (9/13/22)

McKinsey: Why Digital Trust Truly Matters (9/12/22)

Can AI Be Sexist? (9/9/22)

Actionable Guidance for High-Consequence AI Risk Management: Towards Standards Addressing AI Catastrophic Risks (9/7/22)

New report outlines roadmap for cities to deploy autonomous delivery technology (9/5/22)

Responsible artificial intelligence is good business (9/2/22)

Promoting Algorithmic Fairness in Clinical Risk Prediction (Sept 2022)

SPSC: Mid-Decade Challenges to National Competitiveness (Sept 2022)

Privacy-enhancing technologies (PETs): Draft anonymisation, pseudonymisation and privacy enhancing technologies guidance (Sept. 2022)

Attorney General Bonta Launches Inquiry into Racial and Ethnic Bias in Healthcare Algorithms (8/31/22)

The Ethical AI Startup Ecosystem 03: ModelOps, Monitoring, and Observability (8/31/22)

FTC Sues Kochava for Selling Data that Tracks People at Reproductive Health Clinics, Places of Worship, and Other Sensitive Locations (8/29/22)

Jazmia Henry: Building Inclusive NLP (8/29/22)

WEF: How can the aviation industry make AI safer? (8/25/22)

Technology Primer: Social Media Recommendation Algorithms (8/25/22)

The EU’s attempt to regulate open-source AI is counterproductive (8/24/22)

New ISO/IEC report offers guidance on the responsible adoption of AI (8/23/22)

AI Audits Are Coming to HR: What HR Tech Companies and Professionals Need to Know (8/17/22)

Neema Iyer: Digital Extractivism in Africa Mirrors Colonial Practices (8/15/22)

NYC Bias Audit Law: Clock ticking for Employers and HR Talent Technology Vendors (8/15/22)

FOI reveals over 12,000 people profiled by flawed Durham police predictive AI tool (8/15/22)

HAI Policy Boot Camp: 5 Insights for Lawmakers (8/12/22)

FTC Explores Rules Cracking Down on Commercial Surveillance and Lax Data Security Practices (8/11/22)

Witnessing Algorithms at Work: Toward a Typology of Audits (8/11/22)

Borrowing from the Law to Filter Training Data for Foundation Models (8/10/22)

The State of State AI Policy (2021-22 Legislative Session) (8/8/22)

How AI Conferences Can Foster a Responsible Research Culture (8/3/22)

Can machines learn how to behave? (8/3/22)

Hidden Harms: The Misleading Promise of Monitoring Students Online (8/2/22)

Can Foundation Models Help Us Achieve “Perfect Secrecy”? (8/1/22)

How the myth of control is shaping the ethics of AI (7/29/22)

How does information about AI regulation affect managers’ choices? (7/28/22)

Ensuring the Fairness of Algorithms that Predict Patient Disease Risk (7/27/22)

Facial Recognition Technology: CBP Traveler Identity Verification and Efforts to Address Privacy Issues (7/27/22)

[EU] Auditing the quality of datasets used in algorithmic decision-making systems (7/25/22)

A technique to improve both fairness and accuracy in artificial intelligence (7/20/22)

Leakage and the Reproducibility Crisis in ML-based Science (July 2022)

30% of Google's Emotions Dataset is Mislabeled (7/11/22)

Location, health, and other sensitive information: FTC committed to fully enforcing the law against illegal use and sharing of highly sensitive data (7/11/22)

Governing data and artificial intelligence for all: Models for sustainable and just data governance (7/11/22)

'Fair' AI could help redress bias against Black US homebuyers (7/4/22)


Accenture Report: From AI compliance to competitive advantage (6/30/22)

We must not sleepwalk into mass surveillance (6/30/22)

WEF: A Blueprint for Equity and Inclusion in Artificial Intelligence (6/29/22)

Sharing Space in Conversational AI (6/28/22)

Social Context of LLMs – the BigScience Approach, Part 4: Model Governance and Responsible Use (6/28/22)

BLOOM Is the Most Important AI Model of the Decade (6/28/22)

Launch event for the Spanish Regulatory Sandbox on Artificial Intelligence (6/27/22)

Sustainable AI in Practice (Summer 2022)

A New Approach To Mitigating AI’s Negative Impact (6/24/22)

Announcing the Release of Our White Paper, Certification Guidebook, and Scheme Sample (6/23/22)

£8.5 million research program to transform AI ethics and regulation in the UK (6/23/22)

FTC Signals Intention to Begin Rulemaking on Privacy and AI, Hints at Areas of AI Focus in Congressional Report (6/22/22)

Automation and Accountability: An ethics case study (6/21/22)

Computer Scientists Can’t Treat Social and Ethical Impacts as an Afterthought (6/21/22)

Microsoft’s framework for building AI systems responsibly (6/21/22)

Social Context of LLMs – the BigScience Approach, Part 3: Data Governance and Representation (6/20/22)

Social Context of LLMs – the BigScience Approach, Part 2: Project Ethical and Legal Grounding (6/20/22)

The Ethical AI Startup Ecosystem 02: Data for AI (6/17/22)

Looking for a connection in AI: fanciful or natural? (6/17/22)

Social Context of LLMs – the BigScience Approach, Part 1: Overview of the Governance, Ethics, and Legal Work (6/17/22)

Lawmakers Announce Additional Support for Bipartisan, Bicameral Legislation to Ban Manipulative 'Dark Patterns' (6/15/22)

Studying AI Explanations to Improve Healthcare for Underserved Communities (6/14/22)

How Do We Ensure that Healthcare AI is Useful? (6/13/22)

AI Ethics Are in Danger. Funding Independent Research Could Help (6/7/22)

AI standards essential to protect doctor-patient relationships and human rights (6/7/22)

Best Practices for Deploying Language Models (6/2/22)

What if Algorithms Worked For Accused People, Instead of Against Them? (6/2/22)

Who Decides? Dealing with Online Toxic Speech by Selecting the Decision Makers (6/1/22)

The European Union AI Act: Next steps and issues for building international cooperation in AI (6/1/22)

ISO/IEC 23053:2022: Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML) (June 2022)


Real talk: What is Responsible AI? (5/30/22)

The data-production dispositif: How to analyze power in data production for machine learning (5/30/22)

At the edge of innovation: What can edge AI do for you? (5/30/22)

Global AI Ethics: Examples, Directory, and a Call to Action (5/26/22)

“How Dare They Peep into My Private Life?” (5/25/22)

Should Organizations Link Responsible AI and Corporate Social Responsibility? It’s Complicated. (5/24/22)


AI’s trolley problem can lead us to surprising conclusions (5/23/22)

Assessing national digital strategies and their governance (5/20/22)

FTC to Ed Tech: Protecting kids’ privacy is your responsibility (5/19/22)

[Australia] Digital gold rush (5/19/22)

EU: Agencies propose a "European System for Traveller Screening" that "could include AI technology" (5/19/22)

An Audit of 9 Algorithms used by the Dutch Government (5/18/22)


Mastercard launches retail biometrics program with Brazil pilot (5/17/22)


AI Harms are Societal, Not Just Individual (5/17/22)

The Time Is Now to Develop Community Norms for the Release of Foundation Models (5/17/22)

Hiring Algorithms Based on Junk Science May Cost You Your Dream Job (5/15/22)

California's Draft On Use Of AI For Employment Decisions (5/13/22)

The EU AI Act: How to (truly) protect people on the move (5/12/22)

“We Are Who We Say We Are”: On the datafication of identity and the social safety net (5/11/22)

WEF: Unpacking AI Procurement in a Box: Insights from Implementation (5/9/22)

Generating Synthetic Data with Transformers: A Solution for Enterprise Data Challenges (5/9/22)

Employee-surveillance software is not welcome to integrate with Basecamp (5/7/22)

Industry Analysis: The AI Fairness Toolkits Landscape (5/6/22)

National AI Advisory Committee Sets Working Groups, Vision (5/5/22)

A framework to navigate the emerging regulatory landscape for AI (5/4/22)

Building Trustworthy AI With Mozilla (5/4/22)

EU Parliment report on AI in a digital age (5/4/22)

Regulatory divergences in the draft AI act: Differences in public and private sector obligations (May 2022)

IBM Global AI Adoption Index 2022 (May 2022)

Algorithmic accountability: a practical route to applying AI ethics (4/28/22)

Researchers See Clear Link Between Twitter Misinformation and COVID-19 Vaccine Hesitancy and Refusal (4/28/22)

States and Localities Are Beginning to Move Forward with a Piecemeal Approach to AI (4/25/22)

How To Remove Bias From AI, Especially When It’s Used To Generate Legal Contracts (4/21/22)

DRAFT REPORT on the proposal for a regulation of the European Parliament and of the Council on harmonised rules on Artificial Intelligence (Artificial Intelligence Act) (4/20/22)

61% of People Believe Bots Will Succeed Where Humans Have Failed with Corporate Sustainability (4/20/22)

How to solve AI’s inequality problem (4/19/22)

How the EU’s Artificial Intelligence Act Advances Equity in AI (or Doesn’t) (4/19/22)

On NYT Magazine on AI: Resist the Urge to be Impressed (4/17/22)

Bringing Trust to Data and AI Lifecycle for Enterprises (4/17/22)

AI off the Rails (4/15/22)

Responsibility for AI Ethics Shifts from Tech Silo to Broader Executive Champions, says IBM Study (4/14/22)

What Happens When Computers Can Write like Humans? (4/13/22)

The Toolkit Approach to Trustworthy AI (4/13/22)

WEF: 3 women in AI who are helping bridge the gender equity gap (4/6/22)

State-by-State Artificial Intelligence Legislation Tracker (4/6/22)

Detecting Modern-Day Slavery From the Sky (4/6/22)

France: CNIL publishes GDPR compliance guide and self-assessment tool for AI systems (4/6/22)

Bringing principles of ethics to AI and drug design (4/1/22)

Expert explainer: The EU AI Act Proposal (Apr 2022)

AI and Employment: Tracking California’s Proposed Regulations on Employers and Automated Decision-Making (3/31/22)

IBM: AI ethics in action (3/31/22)

Expert opinion: Regulating AI in Europe: Four problems and four solutions (3/31/22)

WEF: Chatbots RESET Framework: Rwanda Artificial Intelligence (AI) Triage Pilot (3/31/22)

Timnit Gebru Is Building a Slow AI Movement (3/31/22)


IEEE 7000-2021: Integrating ethical and functional requirements to mitigate risk and increase innovation in systems engineering design and development (3/31/22)

Why diversity in AI remains a challenge and how to fix it (3/30/22)

Six Steps to Responsible AI in the Federal Government (3/30/22)

Risky Business: Identifying Blind Spots in Corporate Oversight of Artificial Intelligence (3/30/22)

[Africa] Datafying Children: Kenya’s National Education Management Information System (3/30/22)

WEF: Artificial Intelligence for Children Toolkit (3/29/22)

New AI-Driven Algorithm Can Detect Autism in Brain “Fingerprints” (3/28/22)

Dialing in Patient Attitudes: The Ethics of AI in Medical Decision-making (3/24/22)

New research will help protect society from unethical AI (3/23/22)

Standard for measuring face biometrics bias coming, AI bias mitigation needs wider scope (3/22/22)

The Movement to Decolonize AI: Centering Dignity Over Dependency (3/21/22)

‘Off label’ use of imaging databases could lead to bias in AI algorithms, study finds (3/21/22)

Raising Algorithmic Impact Assessment (3/17/22)

Without universal AI literacy, AI will fail us (3/17/22)

NIST: AI Risk Management Framework: Initial Draft (3/17/22)

Public more likely to see facial recognition use by police as good, rather than bad for society (3/17/22)

There’s More to AI Bias Than Biased Data, NIST Report Highlights (3/16/22)

De-Risking Automated Decisions Practical Guidance for AI Governance (3/16/22)

AI Impact Control Panel (3/16/22)

Battle of Biometrics: The use and issues of facial recognition in Canada (3/14/22)

Reports on Communication Surveillance in Botswana, Malawi and the DRC, and the Chinese Digital Infrastructure surveillance in Zambia (3/11/22)

Social Media Algorithms: The Code Behind Your Life (3/11/22)

Facial recognition: Italian SA fines Clearview AI EUR 20 million (3/10/22)

Eticas Foundation external audits VioGén: Spain’s algorithm designed to protect victims of gender violence (3/8/22)

Breaking the Bias: Why We Need More Women in Artificial Intelligence (3/8/22)

China Has Pioneered a Law To Empower People Over Algorithms (3/8/22)

FTC Takes Action Against Company Formerly Known as Weight Watchers for Illegally Collecting Kids’ Sensitive Health Data (3/4/22)

Lessons Learned on Language Model Safety and Misuse (3/3/22)

Ethics as a service: a pragmatic operationalisation of AI Ethics (3/2/22)

Injecting fairness into machine-learning models (3/1/22)

NIST: Towards a Standard for Identifying and Managing Bias in Artificial Intelligence (Mar 2022)

​​WarTok: TikTok is feeding war disinformation to new users within minutes — even if they don’t search for Ukraine-related content (Mar 2022)

AI gone astray: How subtle shifts in patient data send popular algorithms reeling, undermining patient safety (2/28/22)

Federated Learning with Formal Differential Privacy Guarantees (2/28/22)

Human rights and activities of tech companies: Governments must act (2/28/22)

Automated Decision-Making Systems in the Public Sector – Some Recommendations (2/25/22)

System cards, a new resource for understanding how AI systems work (2/23/22)

OECD Framework for the Classification of AI Systems: a tool for effective AI policies (2/22/22)

Can machine-learning models overcome biased datasets? (2/21/22)

We need social scientists, lawyers, ethicists to work with data scientists to build responsible AI applications: Arunima Sarkar, Lead AI, WEF (2/21/22)

Credit Scoring and the Risk of Inclusion: Inequality, Credit Scoring, Alternative Data (2/16/22)

Advancing the Case for Data Intermediaries (2/16/22)

Advancing Digital Agency: The Power of Data Intermediaries (2/15/22)

Research finds data poisoning can't defeat facial recognition (2/15/22)

New York City, USA: facial recognition cameras reinforcing racist policing - new research (2/15/22)

Maryland Bill Offers Strong Privacy Protections Against Biometric Data Collection (2/15/22)

Ethics of AI Surveillance Tech — Conversation with Francesca Rossi (2/15/22)

Deploying AI in Healthcare: Separating the Hype from the Helpful (2/15/22)

Applying the TAII Framework on Tesla Bot (2/11/22)

Europe : Analysis of the Proposal for an AI Regulation (2/11/22)

Facial Recognition – Can It Evolve From A “Source of Bias” to A “Tool Against Bias” (2/11/22)

Do Popular AI Communication Tools Favor the Privileged? (2/10/22)

Ensuring artificial intelligence (AI) technologies for health benefit older people (2/9/22)

How businesses should respond to the EU’s Artificial Intelligence Act (2/8/22)

UK to pilot world-leading approach to improve ethical adoption of AI in healthcare (2/8/22)

What Humans Lose When We Let AI Decide (2/7/22)

US Congress takes another run at AI accountability (2/7/22)

[Italy] Costly birthplace: discriminating insurance practice (2/4/22)

[Singapore] MAS-led Industry Consortium Publishes Assessment Methodologies for Responsible Use of AI by Financial Institutions (2/4/22)

Wyden, Booker and Clarke Introduce Algorithmic Accountability Act of 2022 To Require New Transparency And Accountability For Automated Decision Systems (2/3/22)

The EU and U.S. are starting to align on AI regulation (2/2/22)

An EU Strategy on Standardisation - Setting global standards in support of a resilient, green and digital EU single market (2/2/22)

The State of AI Ethics: Volume 6 (2/1/22)

AI can help in the fight against racism (2/1/22)

Future of Tech Commission Poll - February 2022: Key Findings (Feb 2022)

Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems (Feb 2022)

Exploring Clusters of Research in Three Areas of AI Safety: Using the CSET Map of Science (Feb 2022)

Algorithms, Privacy, and the Future of Tech Regulation in California (1/31/22)

Mozilla Common Voice dataset grows by 30% and reaches 87 languages (1/27/22)

Business Roundtable Policy Recommendations for Responsible Artificial Intelligence (1/26/22)

Business Roundtable Roadmap for Responsible Artificial Intelligence (1/26/22)

The increasing footprint of facial recognition technology in Indian law enforcement – pitfalls and recommendations (1/26/22)
Data-Centric AI: AI Models Are Only as Good as Their Data Pipeline (1/25/22)

Healthcare AI’s Equity Problem: The Long Version (1/23/22)

No, large language models aren’t like people with disabilities (and it’s problematic to argue that they are) (1/21/22)

Government AI Readiness Index 2021 (1/21/22)

AI Bias Struggles Continue Within Organizations (1/19/22)

Artificial Animals (1/18/22)

AI: A World of New Opportunity and Risk (1/17/22)

New startup shows how emotion-detecting AI is intrinsically problematic (1/17/22)

We’re failing at the ethics of AI. Here’s how we make real impact (1/14/22)

Spain to create Europe's first supervisory agency for artificial intelligence (1/13/22)

Online public discourse on artificial intelligence and ethics in China: context, content, and implications [research summary] (1/12/22)

The Turing Trap: The Promise & Peril of Human-Like Artificial Intelligence (1/12/22)


Privacy and responsible AI (1/11/22)

[Japan] Measuring Trust in Artificial Intelligence (AI) (1/10/22)

Our Predictions for Ethical AI in 2022 (1/10/22)

PWC Responsible AI – Maturing from theory to practice (1/7/22)

Opinions about AI vary depending on countries’ level of economic development (1/5/22)

China’s New AI Governance Initiatives Shouldn’t Be Ignored (1/4/22)

A New Era of ‘e-Justice’: a look inside the digital transformation of China’s court system (1/3/22)

What Previous Industrial Revolutions Can Reveal about the U.S.-China Race for AI Leadership (1/3/22)


A survey of artificial intelligence risk assessment methodologies: The global state of play and leading practices identified (Jan 2022)

UNESCO: Multistakeholder AI development: 10 building blocks for inclusive policy design (2022)

Governing artificial intelligence in the public interest (2022)

Framing Inequity in Health Technology: The Digital Divide, Data Bias, and Racialization (2022)

AI Watch, road to the adoption of Artificial Intelligence by the public sector (2022)

Machine Learning. Explainability & Fairness: Insights from Consumer Lending (2022)

Homeland Security: Increasing Threat of Deep Fake Identities

From Dance App to Political Mercenary: How disinformation on TikTok gaslights political tensions in Kenya

[Canada] Montreal hospital planning to use AI to alleviate pressure on overcrowded ERs (12/28/22)

They Called 911 for Help. Police and Prosecutors Used a New Junk Science to Decide They Were Liars (12/28/22)

Apple faces class-action lawsuit alleging 'racial bias' in watch's blood oximeter (12/26/22)

Should AI be used to classify humans? An AI researcher at USC says it's reductive and ethically dubious (12/26/22)

The complexity of the data ethics dilemma in the metaverse (12/23/22)

An A.I. Pioneer on What We Should Really Fear (12/21/22)

Police seize on COVID-19 tech to expand global surveillance (12/20/22)

Google CALM: A New Language Model Technology (12/20/22)

A breakout year for AI art brings as many questions as answers (12/20/22)

From DALL-E 2 to ChatGPT, covering AI’s wild year (12/19/22)

Face Recognition Tech Gets Girl Scout Mom Booted From Rockettes Show — Due to Where She Works (12/19/22)

How to spot AI-generated text (12/19/22)

A Roomba recorded a woman on the toilet. How did screenshots end up on Facebook? (12/19/22)

Google won’t launch ChatGPT rival because of ‘reputational risk’ (12/14/22)

Son sues Meta over father's killing in Ethiopia (12/14/22)

“Out Of Control”: Dozens of Telehealth Startups Sent Sensitive Health Information to Big Tech Companies (12/13/22)

What Does It Mean to Align AI With Human Values? (12/13/22)

Google execs warn company’s reputation could suffer if it moves too fast on AI-chat technology (12/13/22)

The Secret to Mitigating Bias in Your Chatbots and Conversational IVR Systems (12/13/22)

The viral AI avatar app Lensa undressed me—without my consent (12/12/22)

AI bias law postponed until April 15 as unanswered questions remain (12/12/22)

OpenAI CEO admits ChatGPT risks. What now? (12/12/22)

Elon Musk uses QAnon tactic in criticizing former Twitter safety chief (12/12/22)

ChatGPT, Galactica, and the Progress Trap (12/9/22)

ChatGPT proves that AI still has a racism problem (12/9/22)

Robots are coming—and it doesn’t look pretty for workers. Get ready for long hours, less pay, and fewer jobs (12/8/22)

The Internet’s New Favorite AI Proposes Torturing Iranians and Surveilling Mosques (12/8/22)

‘Magic Avatar’ App Lensa Generated Nudes From My Childhood Photos (12/7/22)

ChatGPT Is Dumber Than You Think (12/7/22)

How US police use counterterrorism money to buy spy tech (12/7/22)

[France] TestWe: monitoring and punishing at the Paris 8 Institute of Distance Education (12/6/22)

Seeking transparency in the age of AI (12/6/22)

OpenAI's new ChatGPT bot: 10 dangerous things it's capable of (12/6/22)

[India] Uber’s facial recognition is locking Indian drivers out of their accounts (12/6/22)

Lensa, the AI portrait app, has soared in popularity. But many artists question the ethics of AI art. (12/6/22)

Google SVP says A.I. breakthroughs are accelerating but that the search giant must be thoughtful about the ‘extraordinary range of risks and challenges’ (12/5/22)

AI-generated answers temporarily banned on coding Q&A site Stack Overflow (12/5/22)

[UK] Chinese security firm advertises ethnicity recognition technology while facing UK ban (12/4/22)

How the Collapse of Sam Bankman-Fried’s Crypto Empire Has Disrupted A.I. (12/1/22)

Your Creativity Won't Save Your Job From AI (12/1/22)

OpenAI’s New Chatbot Will Tell You How to Shoplift And Make Explosives (12/1/22)

Generative AI is generating a big ethical and legal quagmire (11/30/22)

Amazon to warn customers on limitations of its AI (11/30/22)

How Shutterstock Is Embracing The Ethical Conundrum Of AI Art (11/30/22)

Effective Altruism Is Pushing a Dangerous Brand of ‘AI Safety’ (11/30/22)

Google: We Have Algorithms To Detect & Demote AI Altered Plagiarized Content (11/30/22)

What's the Ethical Use of AI-Generated Art? (11/29/22)

We built an algorithm that predicts the length of court sentences – could AI play a role in the justice system? (11/29/22)

The Dark Side of Artificial Intelligence Art and its Impacts (11/29/22)

WHAT HAVE WE DONE? AI experts warn they’re ‘increasingly afraid’ of what they create as machines get more intelligent (11/28/22)

Creative AI Is Generating Some Messy Problems (11/28/22)

A guide to why advanced AI could destroy the world (11/28/22)

State AG Rob Bonta investigates hospital algorithms for racial bias (11/27/22)

Is Robocop to become a reality? San Francisco police seek approval to kill suspects using robots (11/24/22)

Department of Justice Opens Investigation Into Real Estate Tech Company Accused of Collusion with Landlords (11/23/22)

A leaked Amazon memo may help explain why the tech giant is pushing out so many recruiters (11/23/22)

Remote employee monitoring tech is surging (11/23/22)

Beauty in the eye of the A.I.: How inherent racial bias has shaped A.I. and what brands are doing to address it (11/22/22)

Meta researchers create AI that masters Diplomacy, tricking human players (11/22/22)

An offshore workforce is training Amazon’s warehouse-monitoring algorithms (11/21/22)

Danger to science: researchers sharply criticize Meta’s “Galactica” (11/18/22)

Why Meta’s latest large language model survived only three days online (11/18/22)

Tencent wants you to pay with your palm. What could go wrong? (11/15/22)

[Spain] Interior prepares a facial recognition system to identify suspects (11/15/22)

KFC Apologizes for Linking Chicken Promotion to Kristallnacht (11/11/22)

Why authorized deepfakes are becoming big for business (11/9/22)

The race is on to build generative AI for the enterprise (11/7/22)

Welp, There Goes Twitter's Ethical AI Team, Among Others as Employees Post Final Messages (11/4/22)

No More Fair Twitter Algorithm? Elon Musk Fires Twitter’s ML Ethics, Transparency, and Accountability Team Director (11/4/22)

Elon Musk Has Fired Twitter’s ‘Ethical AI’ Team (11/4/22)

Israel Police using controversial profiling algorithm at airport in fight against drugs (11/14/22)

[Italy] Video surveillance: stop of the facial recognition privacy guarantor and smart glasses. The Authority opens investigations against two Municipalities (11/14/22)

Billionaires gone wild: Musk, Zuckerberg slash jobs, roll dice with future of Bay Area tech icons (11/9/22)

Twitter lays off staff including whole ethics team, temporarily closes offices (11/4/22)

This Tool Lets Anyone See the Bias in AI Image Generators (11/3/22)

AI Image Generators Routinely Display Gender and Cultural Bias (11/2/22)

Report on ‘automated decision making’ in DC raises questions about accuracy, fairness, equity (11/1/22)

Invasive Diffusion: How one unwilling illustrator found herself turned into an AI model (11/1/22)

Scientists Increasingly Can’t Explain How AI Works (11/1/22)

How responsible AI creates measurable ROI (10/31/22)

Harmful AI rules: Now brought to you by Europe & Co., Inc. (10/31/22)

AI experts question tech industry’s ethical commitments (10/31/22)

U.S. labor board official seeks crackdown on high-tech worker surveillance (10/31/22)

Trust Artificial Intelligence? Still A Work In Progress, Survey Shows (10/29/22)

How Google’s Ad Business Funds Disinformation Around the World (10/29/22)

Responsible AI has a burnout problem (10/28/22)

Gunshot Detection Technology Spurs Debate Over Policing and Surveillance (10/27/22)

Information commissioner warns firms over ‘emotional analysis’ technologies (10/25/22)

LinkedIn experiment changed job prospects for millions — and it raises red flags: privacy experts (10/23/22)

The danger of advanced artificial intelligence controlling its own feedback (10/23/22)

Research aims to improve 5G sustainability using AI (10/21/22)

These artists found out their work was used to train AI. Now they’re furious (10/21/22)

Technology that lets us “speak” to our dead relatives has arrived. Are we ready? (10/18/22)

Denmark has a new political party led by an AI chatbot (10/18/22)

Adobe commits to transparency in use of generative AI (10/18/22)

Putting privacy first: A global approach to data governance (10/18/22)

AI training bill becomes law (10/18/22)

Rent Going Up? One Company’s Algorithm Could Be Why. (10/15/22)

A.I. chatbot is leading a Danish political party and setting its policies. Now users are grilling it for its stance on political landmines (10/14/22)

When the AI goes haywire, bring on the humans (10/13/22)

The Exploited Labor Behind Artificial Intelligence (10/13/22)

[UK] Companies in the UK Are Mining Users’ Personal Data to Place Billboard Ads (10/13/22)

The messy morality of letting AI make life-and-death decisions (10/13/22)

AI Shouldn’t Compete With Workers—It Should Supercharge Them (10/13/22)

AI Language Models Are Struggling to “Get” Math: Should this be telling us something? (10/12/22)

Tour Amazon’s dream home, where every appliance is also a spy (10/12/22)

Your Boss May Soon Be an Algorithm. If They're Not One Already, That Is (10/12/22)

The Real Threat From A.I. Isn’t Superintelligence. It’s Gullibility. (10/11/22)

How executives can prioritize ethical innovation and data safety in A.I. (10/10/22)

AI-Powered Job Recruitment Tools May Not Improve Hiring Diversity, Experts Argue (10/9/22)

The nuances of voice AI ethics and what businesses need to do (10/8/22)

3 things the AI Bill of Rights does (and 3 things it doesn’t) (10/7/22)

In the Battle With Robots, Human Workers Are Winning (10/7/22)

Microsoft's biased technology 'gambles with the livelihoods' of communities, civil-rights groups warned the White House in newly published documents (10/7/22)

Boston Dynamics pledges not to weaponize its robots (10/6/22)

AI Ethics And AI Law Are Moving Toward Standards That Explicitly Identify And Manage AI Biases (10/6/22)

AI Act: EU Parliament’s discussions heat up over facial recognition, scope (10/6/22)

[Canada] Edmonton police retract DNA-derived mugshot (10/6/22)

Stop Asking Neurodivergent People to Change the Way They Communicate (10/5/22)

Someone's at last helping AI models understand those with speech disabilities (10/4/22)

Biden’s AI Bill of Rights Is Toothless Against Big Tech (10/4/22)

Mature RAI Programs Can Help Minimize AI System Failures (10/4/22)

[Italy] Sebastian Galassi, the student-rider who died in Florence during a delivery and was fired the next day with an (automatic) email (10/4/22)

Amazon, Apple, Microsoft, Meta and Google to improve speech recognition for people with disabilities (10/3/22)

The importance of monitoring machine learning models (10/3/22)

The Problem With Mental Health Bots (10/1/22)

The EU wants to put companies on the hook for harmful AI (10/1/22)

'Metaverse' children to replace real kids by 2050 and 'help with overpopulation' (9/30/22)

AI Data Laundering: How Academic and Nonprofit Researchers Shield Tech Companies from Accountability (9/30/22)

How AI is helping birth digital humans that look and sound just like us (9/29/22)

AI-driven justice may be better than none at all (9/28/22)

EU Commission to make it easier to sue over AI products (9/28/22)

How Google, Mayo Clinic and Kaiser Permanente tackle AI bias and thorny data privacy problems (9/28/22)

When Robots Fire Workers, Best Not to Be Too Human About It (9/24/22)

AI Ethics And The Looming Debacle When That New York City Law Requiring Audits For AI Biases Kicks Into Gear (9/23/22)

Opinion: The metaverse could be transformative, but it’s a legal and ethical minefield (9/23/22)

DeepMind’s new chatbot uses Google searches plus humans to give better answers (9/22/22)

Artist finds private medical record photos in popular AI training data set (9/21/22)

Getty bans AI-generated art due to copyright concerns (9/21/22)

Responsible AI is a top management concern, so why aren’t organizations deploying it? (9/21/22)

‘Very Harmful’ Lack of Data Blunts U.S. Response to Outbreaks (9/20/22)

The Algorithm: AI-generated art raises tricky questions about ethics, copyright, and security (9/20/22)

Deepfake audio has a tell – researchers use fluid dynamics to spot artificial imposter voices (9/20/22)

Twitter pranksters derail GPT-3 bot with newly discovered “prompt injection” hack (9/16/22)

AI Act: Czech Presidency puts forward narrower classification of high-risk systems (9/16/22)

The FTC zeroes in on fake countdown clocks and pre-checked boxes (9/15/22)

[Switzerland] Swiss cities do not want automatic facial recognition (9/15/22)

Google Deepmind Researcher Co-Authors Paper Saying AI Will Eliminate Humanity (9/13/22)

AI stalks influencers in the wild to expose horrors of high-tech surveillance (9/13/22)

The FTC Is Closing in on Runaway AI (9/12/22)

AI-generated images open multiple cans of worms (9/12/22)

EU AI Act’s possible open-source regulation sparks Twitter debate (9/9/22)

Here’s why A.I. chatbots might have more empathy than your manager (9/8/22)

Amazon Unveils New AI Language Model that Beats GPT-3 (9/8/22)

Amazon drivers unionize after AI sends them on 'impossible' routes (9/6/22)

Walmart is facing a class action suit for allegedly violating an Illinois privacy law by using surveillance cameras and Clearview AI's facial recognition database (9/6/22)

The EU’s AI Act could have a chilling effect on open source efforts, experts warn (9/6/22)

The world needs an AI code of ethics (9/5/22)

Iranian authorities plan to use facial recognition to enforce new hijab law (9/5/22)

AI Ethics: Why You Should Care (9/5/22)

[India] AI and Trust - Can it's Discriminatory Outcomes Be Fixed? (9/5/22)

Iranian authorities plan to use facial recognition to enforce new hijab law (9/5/22)

Why embedding AI ethics and principles into your organization is critical (9/4/22)

[EU] Leading MEPs seek broad consensus on regulatory sandboxes in AI Act (9/2/22)

Artificial intelligence is being used to accurately predict women’s childbirth risks (9/2/22)

Kids opening up to their robot toys may help detect mental health issues before parents can spot them (9/1/22)

The Missing Puzzle Piece of the Modern-Day Enterprise: Responsible AI (8/31/22)

Opinion | What is the worst-case AI scenario? Human extinction. (8/31/22)

This dating app fought scammers with bots… hilarity ensued (8/31/22)

Why Effective Altruists Fear the AI Apocalypse (8/30/22)

AI needs auditing, for humanity's sake (8/30/22)

Defund the Police Algorithms (8/25/22)

‘The Least Safe Day’: Rollout of Gun-Detecting AI Scanners in Schools Has Been a ‘Cluster,’ Emails Show (8/25/22)

[Italy] The risks of the Brothers of Italy proposal on artificial intelligence and work (8/25/22)

OpenAI is reducing the price of the GPT-3 API — here’s why it matters (8/25/22)

Deepfakes for all: Uncensored AI art model prompts ethics questions (8/24/22)

We Need to Talk About How Good A.I. Is Getting (8/24/22)

California winemakers are using A.I. to combat climate change challenges (8/23/22)

Capitol Records’ new A.I. artist could signal the future of the music business (8/23/22)

The outgoing White House AI director explains the policy challenges ahead (8/23/22)

You just hired a deepfake. Get ready for the rise of imposter employees. (8/22/22)

Why we must act now to close the gender gap in AI (8/22/22)

Sanas, the buzzy Bay Area startup that wants to make the world sound whiter (8/22/22)

Birthing Predictions of Premature Death (8/22/22)

The Low Threshold for Face Recognition in New Delhi (8/21/22)

Does your boss sound a little funny? It might be an audio deepfake (8/18/22)

Dozens of Facebook contractors lost their jobs after an algorithm reportedly chose them 'at random' (8/18/22)

How to Stop Robots From Becoming Racist (8/18/22)

A Tool That Monitors How Long Kids Are in the Bathroom Is Now in 1,000 American Schools (8/18/22)

[India] Delhi Police in RTI reply: 80% match in facial recognition is deemed positive ID (8/17/22)

Who owns DALL-E images? Legal AI experts weigh in (8/16/22)

Google’s New Robot Learned to Take Orders by Scraping the Web (8/16/22)

Artificial intelligence was supposed to transform health care. It hasn’t. (8/15/22)

China regulator says Alibaba, Tencent have submitted app algorithm details (8/15/22)

‘I am, in fact, a person’: can artificial intelligence ever be sentient? (8/14/22)

The Rise of the Worker Productivity Score (8/14/22)

This startup is setting a DALL-E 2-like AI free, consequences be damned (8/12/22)

The FTC has kicked off its massive push to regulate the data economy (8/11/22)

A new explainable AI paradigm that could enhance human-robot collaboration (8/10/22)

Nightfall raises cash for its AI that detects sensitive data across apps (8/10/22)

[Australia] Pubs are buying facial recognition technology to track and record you (8/10/22)

Federal Trade Commission Expected to Launch Effort to Expand Online Privacy Protection (8/10/22)

Tesla’s self-driving technology fails to detect children in the road, tests find (8/9/22)

A year on, Afghans hide out fearing death by data (8/8/22)

AI systems can't patent inventions, US federal circuit court confirms (8/8/22)

‘Risks posed by AI are real’: EU moves to beat the algorithms that ruin lives (8/7/22)

Meta's AI chatbot has election-denying, antisemitic bugs to work out (8/7/22)

Timnit Gebru: Is AI racist and antidemocratic? (8/6/22)

Facial recognition smartwatches to be used to monitor foreign offenders in UK (8/5/22)

Meta sued for violating patient privacy with data tracking tool (8/2/22)

How a femtech app is using A.I. to fill in the gaps for women’s health care (8/2/22)

How rangers are using AI to help protect India's tigers (8/1/22)

Google’s AI chatbot—sentient and similar to ‘a kid that happened to know physics’—is also racist and biased, fired engineer contends (7/31/22)

Californians Can Now Auto-Detect Racist Language in Housing Deeds, HOA Rules and Have It Removed (7/28/22)

Explainable AI Is Trending And Here’s Why (7/28/22)

Mark Zuckerberg ignores objections, says Instagram will show twice as much A.I.-recommended content by end of 2023 (7/28/22)

A.I. is rapidly transforming biological research—with big implications for everything from drug discovery to agriculture to sustainability (7/28/22)

Is DALL-E's art borrowed or stolen? (7/27/22)

Who Is Collecting Data from Your Car? (7/27/22)

Supermarket chain under fire over its use of ‘Orwellian’ facial recognition technology and ‘secret watch-lists’ to cut crime (7/27/22)

Tesla driver using Autopilot kills motorcyclist, prompting another NHTSA investigation (7/27/22)

Want your company’s A.I. project to succeed? Don’t hand it to the data scientists, says this CEO (7/26/22)

In Experiment, AI Successfully Impersonates Famous Philosopher (7/26/22)

Police can use facial recognition again after ban in New Orleans, home to sprawling surveillance (7/26/22)

'Killer robots': Will they be banned? (7/25/22)

Diversity must be at the heart of equitable AI development (7/22/22)

A new generation of data scientists could be our best weapon against climate change (7/22/22)

Big Tech builds AI with bad data. So scientists sought better data. (7/21/22)

Time to act now on AI Bill of Rights (7/19/22)

Research shows Alexa, Siri, and Google Assistant aren’t equal in providing answers to our health questions (7/18/22)

How three startups working with large language models are thinking about ethics (7/18/22)

How companies subtly trick users online with 'dark patterns' (7/18/22)

Beware not-so-smart artificial intelligence: 'It looks very coherent. It’s almost true. But it’s often wrong.' (7/18/22)

As AI language skills grow, so do scientists’ concerns (7/17/22)

Emotion AI: A possible path to thought policing (7/17/22)


AI Ethics Cautiously Assessing Whether Offering AI Biases Hunting Bounties To Catch And Nab Ethically Wicked Fully … (7/16/22)

These robots were trained on AI. They became racist and sexist. (7/16/22)

The never-ending quest to predict crime using AI (7/15/22)

UK data watchdog investigates whether AI systems show racial bias (7/14/22)

This AI model tries to re-create the mind of Ruth Bader Ginsburg (7/14/22)

Why AI is critical to meet rising ESG demands (7/13/22)

From search engines to predicting protein structures, A.I. increasingly drives innovation—and raises ethics questions (7/13/22)

China uses AI to 'improve' courts - with computers 'correcting perceived human errors in a verdict' and JUDGES forced to submit a written explanation to the MACHINE if they disagree (7/13/22)

AI Ethics Ringing Alarm Bells About The Looming Specter Of AI Biases At Massive Global Scale, Especially Fueled Via Looming Fully Autonomous Systems (7/13/22)

For Blind Internet Users, the Fix Can Be Worse Than the Flaws (7/13/22)

Selfie scraping Clearview AI hit with another €20M ban order in Europe (7/13/22)

Inside a radical new project to democratize AI (7/12/22)

Mastercard’s chief data officer: AI success is based on ethics, diversity and innovation (7/12/22)

To solve the water crisis, companies are increasingly turning to AI (7/11/22)

Rob Reich: AI developers need a code of responsible conduct (7/11/22)

Not my job: AI researchers building surveillance tech and deepfakes resist ethical concerns (7/11/22)

China Boasts of 'Mind-reading' Artificial Intelligence that Supports 'AI-tocracy' (7/9/22)

AI is the future of the NHS. It’s also disadvantaging women and ethnic minorities (7/9/22)

Call for sharing of deepfake porn to be made illegal in the UK (7/6/22)

These simple changes can make AI research much more energy efficient (7/6/22)

'Fair' AI could help redress bias against Black US homebuyers (7/4/22)

Foundation models have forever changed AI research. In the future, they need to be released responsibly. (7/3/22)

The Feds Don't Know How Often They're Using Facial Recognition (7/1/22)

Why 2022 Can Be the Year Financial Services Providers Embrace Ethical AI (7/1/22)

EU agrees to tame 'Wild West' with new crypto market rules (7/1/22)

AI ethics should be hardcoded like security by design (6/30/22)

AI predicts crime a week in advance with 90 per cent accuracy (6/30/22)

School Surveillance Will Never Protect Kids From Shootings (6/30/22)

The Fight Over Which Uses of AI Europe Should Outlaw (6/30/22)

5 Surprising Cyberattacks AI Stopped This Year (6/29/22)

Tech Giants Pour Billions Into AI, but Hype Doesn’t Always Match Reality (6/29/22)


Experts Explain How Artificial Intelligence Can Be Good or Bad For the Environment (6/29/22)

I saw first-hand how US tech giants seduced the EU – and undermined democracy (6/28/22)

After Roe, fears mount about A.I.’s ability to identify those seeking abortions (6/28/22)

Tech needs rules to operate on a global stage, Eric Schmidt says (6/28/22)

Speechmatics raises $62M for its inclusive approach to speech-to-text AI (6/28/22)

A reporter tried the AI Instagram wants to use to verify age. Here's what it found (6/27/22)

People less outraged by gender discrimination caused by algorithms (6/27/22)

Microsoft is removing emotion recognition features from its facial recognition tech (6/27/22)

Will OpenAI’s DALL-E 2 kill creative careers? (7/26/22)

Amazon has a plan to make Alexa mimic anyone's voice (6/23/22)

Instagram rolls out age verification, but not to keep children off app (6/23/22)

Generative Art Is Challenging What It Means to Be Human (6/23/22)

Fun AI Apps Are Everywhere Right Now. But a Safety ‘Reckoning’ Is Coming (6/23/22)

DoJ announces $115,054 settlement with Meta for behavioural advertising violations (6/22/22)

Czech Presidency sets out path for AI Act discussions (6/22/22)

China’s Surveillance State Is Growing. These Documents Reveal How. (6/21/22)

As quantum computing advances, who’s thinking about ethics? (6/21/22)

AI Ethics Leans Into Aristotle To Examine Whether Humans Might Opt To Enslave AI Amidst The Advent Of Fully Autonomous Systems (6/21/22)

Microsoft stops selling emotion-reading tech, limits face recognition (6/21/22)

Microsoft to retire controversial facial recognition tool that claims to identify emotion (6/21/22)

Microsoft Plans to Eliminate Face Analysis Tools in Push for ‘Responsible A.I.’ (6/21/22)

Racism could ruin the metaverse if tech doesn't improve diversity now, CTO warns: 'It absolutely is a problem' (6/20/22)

If AI chatbots are sentient, they can be squirrels, too (6/20/22)

Research confirms AI adoption growing but governance is lagging (6/20/22)

Artificial Consciousness Is Boring: The reality of AI is something harder to comprehend (6/19/22)

Microsoft and Meta join Google in using AI to help run their data centers (6/18/22)

Why AI fairness tools might actually cause more problems (6/18/22)

Don't worry about AI becoming sentient. Do worry about it finding new ways to discriminate against people. (6/18/22)

Leaked Audio From 80 Internal TikTok Meetings Shows That US User Data Has Been Repeatedly Accessed From China (6/17/22)

Leave that sentient AI alone a mo and fix those racist chatbots first (6/17/22)

The truth about AI and ROI: Can artificial intelligence really deliver? (6/17/22)

AI could mitigate bias in advertising tech (6/16/22)

FTC Report Warns About Using Artificial Intelligence to Combat Online Problems (6/16/22)


Inside Europe’s fight for ethical AI (6/14/22)

This AI model tries to re-create the mind of Ruth Bader Ginsburg (6/14/22)

LaMDA and the Sentient AI Trap (6/14/22)

Human-like programs abuse our empathy – even Google engineers aren’t immune (6/14/22)

A.I. experts say the Google researcher’s claim that his chatbot became ‘sentient’ is ridiculous—but also highlights big problems in the field (6/13/22)

‘Sentient’ artificial intelligence: Have we reached peak AI hype? (6/13/22)

AI Ethics And The Generational Transition From Digital Natives To AI Natives Growing Up Amidst Pervasive AI, Including Ubiquitous Self-Driving Cars (6/12/22)

Huge “foundation models” are turbo-charging AI progress: They can have abilities their creators did not foresee (6/11/22)

Surveillance Tech Is Wrongly Accusing Disabled Students of Cheating on Tests (6/9/22)

One year after promising to double AI ethics team, Google is light on details (6/7/22)

AI Trained on 4Chan Becomes ‘Hate Speech Machine’ (6/7/22)

The Ethics Of When Machine Learning Gets Weird: Deadbots (6/5/22)

Is DeepMind’s Gato the world’s first AGI? (6/4/22)

To evolve, AI must face its limitations (6/4/22)

You can now put A.I. tools in the hands of all your employees. But should you? (6/3/22)

Google’s plan to talk about caste bias led to ‘division and rancor’ (6/2/22)

Oregon is dropping an artificial intelligence tool used in child welfare system (6/2/22)

Who’s liable for AI-generated lies? (6/2/22)

After Uvalde: Could A.I. prevent another school shooting? (6/1/22)

Faulty oxygen readings delayed Covid treatments for darker-skinned patients, study finds (5/31/22)

This Smart Speaker Will Read Stories to Your Kids With a Deepfaked Copy of Your Own Voice (5/31/22)

Google Has Banned the Training of Deepfakes in Colab (5/28/22)

146 EdTech apps are harvesting student data for targeted advertising (5/27/22)

Accused of Cheating by an Algorithm, and a Professor She Had Never Met (5/27/22)

A Face Search Engine Anyone Can Use Is Alarmingly Accurate (5/26/22)

‘I felt like I was a prisoner’: The rapid rise of US immigration authorities’ electronic surveillance programs (5/26/22)

The dark secret behind those cute AI-generated animal images (5/25/22)

Clearview AI Says It's Bringing Facial Recognition to Schools (5/25/22)

Free Google AI Tool Aims to Improve Job Interview Skills (5/25/22)

AI-designed COVID-19 drug nominated for preclinical trial (5/25/22)

[Canada] Educational tech, including CBC Kids, harvested personal data from children, new report claims (5/25/22)

Singapore launches new framework to help companies measure reliability, safety of AI products and services (5/25/22)

Female avatar sexually assaulted in Meta VR platform, campaigners say (5/25/22)

Oxford High School tests AI gun detection system in wake of shooting (5/25/22)

[Ireland] Facial recognition technology 'not about mass surveillance' - McEntee (5/25/22)

Pentagon names new chief of responsible artificial intelligence (5/24/22)

Clearview AI's facial recognition tool coming to apps, schools (5/24/22)

Clearview AI ordered to delete facial recognition data belonging to UK residents (5/23/22)

Clearview AI fined in UK for illegally storing facial images (5/23/22)

FTC to set its sights on ed tech companies (5/19/22)

Artificial Intelligence in healthcare: providing ease or ethical dilemmas? (5/18/22)

The Ethical Considerations of Self-Driving Cars (5/18/22)

6 business risks of shortchanging AI ethics and governance (5/17/22)

Widely Available AI Could Have Deadly Consequences (5/17/22)

Uganda sued over digital ID system that excludes millions (5/16/22)

Feds Warn Employers Against Discriminatory Hiring Algorithms (5/16/22)

Employers Warned That Careless Use Of AI Candidate Evaluation Software Breaches ADA (5/16/22)

MIT, Harvard scientists find AI can recognize race from X-rays — and nobody knows how (5/15/22)

AI Predicts Infant Age and Gender Based on Temperament (5/15/22)

It will soon be easy for self-driving cars to hide in plain sight. We shouldn’t let them. (5/14/22)

Do Your Customers Trust You on AI, Data Collection and Customer Experience? (5/13/22)

Federal warning on AI hiring bias now comes with teeth (5/13/22)

DOJ says AI hiring tools could violate accessibility laws (5/13/22)

Justice, EEOC Release Guide To Prevent AI Discrimination (5/13/22)

Responsible innovation looks to tackle issues of algorithmic bias (5/13/22)

U.S. cities are backing off banning facial recognition as crime rises (5/12/22)

Facebook Promised to Remove “Sensitive” Ads. Here’s What It Left Behind (5/12/22)

EEOC, DOJ 'sounding alarm' over AI hiring tools that screen out disabled applicants (5/12/22)

AI Hiring Tools Can Violate Disability Protections, Government Warns (5/12/22)

The AI Ethics Boom: 150 Ethical AI Startups and Industry Trends (5/12/22)

Google Adopts 10-Step Skin Tone Scale So Its AI Understands Diversity (5/12/22)

Fake data, real implications (5/11/22)

EU plans to police child abuse raise fresh fears over encryption and privacy rights (5/11/22)

Mindtech Enables Automated Creation of Millions of ‘Synthetic Actors’ for Greater Diversity in AI (5/11/22)

Surveillance AI needs fake data to track people. These companies are supplying it. (5/11/22)

Human rights organizations ask Zoom to scrap its emotion tracking AI in open letter (5/11/22)

Clearview AI settles suit and agrees to limit sales of facial recognition database. (5/9/22)
Facebook’s New AI System Has a ‘High Propensity’ for Racism and Bias (5/9/22)

Perceptron: AI bias can arise from annotation instructions (5/8/22)

‘Burnout tech’ seeks to identify signs of workers’ mental distress by reading Slack messages and email (5/6/22)

‘Digital trail’: Belgium paves the way for European migrant database (5/6/22)

5 ways to address regulations around AI-enabled hiring and employment (5/6/22)

In the Philippines, a Flourishing Ecosystem for Political Lies (5/6/22)

DALL-E 2 Creates Incredible Images—and Biased Ones You Don’t See (5/5/22)

How AI Is Being Transformed by ‘Foundation Models’ (5/2/22)

Connecticut Requires Non-Discrimination Certifications from Insurers Using AI (5/2/22)

We're Publishing the Facebook Papers. Here's What They Say About the Ranking Algorithms That Control Your News Feed. (5/2/22)

Shared Responsibility: Enacting Military AI Ethics in U.S. Coalitions (4/30/22)

An algorithm that screens for child neglect raises concerns (4/29/22)

Over 75% of Companies Have Not Implemented AI Ethics (4/29/22)

Emotion AI’s risks and rewards: 4 tips to use it responsibly (4/28/22)

Tough questions, few answers: The FDA wrestles with its approach to AI in medicine (4/28/22)

Darwin Was Wrong: Your Facial Expressions Do Not Reveal Your Emotions (4/27/22)

‘Bossware is coming for almost every worker’: the software you might not realize is watching you (4/27/22)

Preserving Privacy While Sharing Data (4/26/22)

Your AI can't tell you it's lying if it thinks it's telling the truth. That's a problem (4/25/22)

On biometric IDs, India is a ‘laboratory for the rest of the world’ (4/25/22)

Why companies need to get a handle on ethical and responsible AI (4/25/22)

Google, Meta, and others will have to explain their algorithms under new EU legislation (4/23/22)

NY eyes facial recognition to ‘card’ for alcohol, cigarettes, e-cigs (4/22/22)

A new vision of artificial intelligence for the people (4/22/22)

How the AI industry profits from catastrophe (4/20/22)

What do we lose when we choose robots? (4/20/22)

South Africa’s private surveillance machine is fueling a digital apartheid (4/19/22)

Artificial intelligence is creating a new colonial world order (4/19/22)

Why emotion AI sets off warning bells, but sentiment analysis does not (4/19/22)

Why it’s so damn hard to make AI fair and unbiased (4/19/22)

Emotion-Tracking Software Could Ding Your Kid for Looking Bored in Math (4/18/22)

How Democracies Spy on Their Citizens (4/18/22)

IBM report: Ethical AI ‘leads to real financial value’ (4/18/22)

Scraping Data From LinkedIn Profiles Is Legal, Appeals Court Rules (4/18/22)

Intel calls its AI that detects student emotions a teaching tool. Others call it 'morally reprehensible.' (4/17/22)

A primer on synthetic data, which is gaining steam for AI (4/15/22)

AI can be creative, ethical when applied humanly (4/15/22)

A.I. Is Mastering Language. Should We Trust What It Says? (4/15/22)

Nearly one-fifth of HR professionals say qualified candidates were excluded by automated hiring software (4/15/22)

OpenAI’s DALL-E 2 is a new illustration of AI bias (4/14/22)
Companies are using AI to monitor your mood during sales calls. Zoom might be next. (4/13/22)

Most executives are clueless when it comes to this aspect of artificial intelligence (4/12/22)

Why Schools Need to Talk About Racial Bias in AI-Powered Technologies (4/12/22)

DALL-E 2 shows the power of generative deep learning, but raises dispute over AI practices (4/11/22)


An Eye on AI: How the Human Element Plays a Role in Today's Tech (4/9/22)

Insidious AI-Based Proxy Discrimination Against Humans Is Dauntingly Vexing For AI Ethics, Which Can Occur Even In The Case Of Autonomous AI Self-Driving Cars (4/8/22)

China uses AI software to improve its surveillance capabilities (4/8/22)

Explainable AI: Why transparency is the future for artificial intelligence (4/8/22)

Making AI systems responsible, competitive and functional (4/7/22)

AI will Now Explain Itself to Humans to Build More Trust (4/7/22)

The Reasons To Regulate AI Algorithms Are Simpler Than You Think (4/7/22)

Is it Time to Hold Artificial Intelligence Systems Responsible for its Failures? (4/7/22)

AI is explaining itself to humans. And it's paying off (4/6/22)

Why transparent, interpretable, and unbiased AI is more crucial than ever (4/6/22)

‘We need to be much more diverse’: More than half of data used in health care AI comes from the U.S. and China (4/6/22)

Artificial intelligence is already upending geopolitics (4/6/22)

Europe Is Building a Huge International Facial Recognition System (4/6/22)

How will AI regulations rule 2022 (4/5/22)

From autonomous cars to autonomous weapons, the AI ethics issues can't be ignored (4/5/22)

Racial bias can seep into U.S. patients’ medical notes (4/5/22)

Can A.I.-Driven Voice Analysis Help Identify Mental Disorders? (4/5/22)

AI Ethics Stepping Up To Guide How AI For Children Needs To Be Suitably Devised, Which Can Be Overlooked For Example In The Rapid Drive Toward Autonomous Self-Driving Cars (4/5/22)

AI regulation is evolving differently on each side of the North Atlantic (4/4/22)

AI algorithms could disrupt our ability to think (4/3/22)

What does an “audit” for bias in automated hiring tech really mean? (4/1/22)

AI systems need Energy Star-like rating, says policy expert (4/1/22)

Policy experts stress the need to regulate artificial intelligence in health care (4/1/22)

The Dangers Of Not Aligning Artificial Intelligence With Human Values (4/1/22)

Singapore, US expand bilateral economic cooperation to include AI governance (3/31/22)

When scientific information is dangerous (3/30/22)

Op-Ed: AI’s real potential for lethal toxicity (3/30/22)

NIST takes socio-technical approach to AI bias en route to management standard (3/30/22)

Dutch scandal serves as a warning for Europe over risks of using algorithms (3/29/22)

How Your Shadow Credit Score Could Decide Whether You Get an Apartment (3/29/22)

Could Congress fix AI bias with privacy rules? (3/29/22)

You Can Now Sign Away Rights to Your Biometric Data (3/29/22)

DataRobot’s Cloud 8.0 uses AI and ML to predict the unpredictable (3/28/22)

Nemesysco spinoff unveils emotional detection and AI tools for metaverse (3/28/22)

That smiling LinkedIn profile face might be a computer-generated fake (3/27/22)

The miseducation of A.I.: Systems trained using the internet can develop gender, race, and age bias, new report finds (3/25/22)

AI Can Make Us More Human: Here’s How (3/24/22)

What’s wrong with “explainable A.I.” (3/22/22)

How Native Americans Are Trying to Debug A.I.’s Biases (3/22/22)

What Ethics Should AI Application have in Businesses? (3/22/22)

Trustworthy AI: How to ensure trust and ethics in AI (3/22/22)

Ethics and AI: 3 Conversations Companies Need to Have (3/21/22)

Skeptical about explainability of AI-derived recommendations? (3/21/22)

Ethical AI Ambitiously Hoping To Have AI Learn Ethical Behavior By Itself, Such As The Case With AI In Autonomous Self-Driving Cars (3/20/22)

Examining the ethics of AI development (3/19/22)

Alexa for Animals: AI Is Teaching Us How Creatures Communicate (3/19/22)

AI Ethics Keeps Relentlessly Asking Or Imploring How To Adequately Control AI, Including The Matter Of AI That Drives Self Driving Cars (3/17/22)

China's AI regulations face technical challenge (3/17/22)

Moral Judgments About AI Will Shape Legal And Ethical Assignment Of Blame, Including The Particular Use Case Of AI-Based Self-Driving Cars (3/17/22)

How artificial intelligence can help combat systemic racism (3/16/22)

'Recognize it, monitor it, audit it': Taking action to avoid biased healthcare AI (3/15/22)

What's on Your Artificial Intelligence Compliance, Privacy and Ethics Checklist? (3/15/22)

AI ethics – how do we make "good" AI, and use AI ethically? (3/15/22)

The FTC’s new enforcement weapon spells death for algorithms (3/14/22)

Cars Require Regular Inspection, Why Should AI Models Be any Different? (3/14/22)

How far should AI’s decision-making authority go? (3/14/22)

Deepfakes Can Help Families Mourn—or Exploit Their Grief (3/14/22)

COMIC: How a computer scientist fights bias in algorithms (3/14/22)

AI Ethics And The Riddle Underlying Criminal Accountability Of AI, Including Crimes Committed By Revered AI-Based Self-Driving Cars (3/13/22)

Data and AI are keys to digital transformation – how can you ensure their integrity? (3/11/22)

Artificial Intelligence Is Eating Our Language (3/11/22)

AI-produced images can’t fix diversity issues in dermatology databases (3/11/22)

Here's What Empowered Leaders Need To Know About Roadblocks Stymying Ethical AI From Succeeding, Which Even Happens In The Noble Push AI-Based Self-Driving Cars (3/10/22)

AI is helping treat healthcare as if it’s a supply chain problem (3/9/22)

Gender bias in recruitment: How AI hiring tools are hindering women’s careers (3/8/22)

Data Ethics Consortium for Security (DECS) Guides Startups and Policy Makers on Ethical AI Practices (3/8/22)

‘I’m the Operator’: The Aftermath of a Self-Driving Tragedy (3/8/22)

Poor tech, opaque rules, exhausted staff: inside the private company surveilling US immigrants (3/7/22)

How Wrongful Arrests Based on AI Derailed 3 Men's Lives (3/7/22)

The Hidden Role of Facial Recognition Tech in Many Arrests (3/7/22)

How to poison the data that Big Tech uses to surveil you (3/5/22)

Biometric monitoring is booming in the workplace, raising ethical and legal questions for HR (3/4/22)

The secret police: Cops built a shadowy surveillance machine in Minnesota after George Floyd’s murder (3/3/22)

Europe Is in Danger of Using the Wrong Definition of AI (3/2/22)

Where did IBM go wrong with Watson Health? (3/2/22)

Deepfake Luke Skywalker Should Scare Us (3/2/22)

Secretive Algorithm Will Now Determine Uber Driver Pay in Many Cities (3/1/22)

A.I. is on the front lines of the war in Ukraine (3/1/22)

AI Deciding How To Distribute Harm Breeds Dicey AI Ethics Dilemma, Markedly So For Nascent AI-Based Self-Driving (3/1/22)

Responsible Innovation: Would you let an algorithm shortlist you for the job? (2/28/22)

Forget Explainable AI! What We Need Now is Understandable AI (2/25/22)

Managing AI Bias: The Rocky Road towards a Conscious Society (2/25/22)

Understanding Bias in Artificial Intelligence Models and Ways to Mitigate (2/25/22)

AI Ethics Grapples With Societal AI Wish Fulfillment, Including The Dreamy Case Of Those Idolized AI-Based Self-Driving Cars (2/24/22)

Artificial intelligence is only as ethical as the people who use it (2/24/22)

3 factors that must be considered to build AI we can trust (2/24/22)

Machine Learning: The Evolution Of Governance Through AI (2/24/22)

California EDD looks at ending facial recognition technology in unemployment verification (2/23/22)

Synthetic data for AI (2/23/22)

China Is About to Regulate AI—and the World Is Watching (2/22/22)

APAC Calls for More Responsible AI (2/21/22)

After humans, AI struggles with morality (2/21/22)

5 steps to minimize AI bias in marketing (2/20/22)

A guide to Quantus: an explainable AI toolkit (2/20/22)

Pushing The Boundaries Of AI Ethics Into The Topsy-Turvy World Of Radical Ethical AI, Potentially Exemplified Via The Use Case Of Vaunted AI-Based Self-Driving Cars (2/20/22)

A strategy to minimize bias in A.I. that any company can use (2/18/22)

The Pentagon is spending millions on AI bias detection tools (2/18/22)

What You Need to Know About AI Ethics (2/18/22)

The Case of the Creepy Algorithm That ‘Predicted’ Teen Pregnancy (2/16/22)

Employers’ DEI strategies can be derailed by unethical AI practices (2/16/22)

Clearview AI aims to put almost every human in facial recognition database (2/16/22)

[Argentina] Controversy over the automatic cough recognition program implemented by the city (2/16/22)

America must win the race for A.I. ethics (2/15/22)

Nonwhite areas in New York City subject to greater surveillance: Amnesty International (2/15/22)

Report: 29% of execs have observed AI bias in voice technologies (2/14/22)

Fake faces created by AI look more trustworthy than real people (2/14/22)

AI for health can't leave older people behind, says WHO (2/14/22)

Reasons Why Ethical Conversational Design Is Vital for Enterprise AI (2/14/22)

TikTok Wants to Avoid Facebook’s Mess. Its Corporate Culture Could Complicate That (2/14/22)

The rise of AI could be a great British story. But let’s do it the right way (2/13/22)

The Ethical AI Question Of Whether Self-Driving Cars Ought To Be A Good Samaritan And Forewarn When Human-Driven Cars Are Going To Crash Into Each Other (2/13/22)

Lack of diversity in AI development causes serious real-life harm for people of color (2/13/22)


Stanford researchers propose ‘jury learning’ as a way to mitigate bias in AI (2/10/22)

A New Proposed Law Could Actually Hold Big Tech Accountable for Its Algorithms (2/9/22)

Governing Personal Data in the Age of AI (2/9/22)

Andrew Ng: Unbiggen AI : The AI pioneer says it’s time for smart-sized, “data-centric” solutions to big issues (2/9/22)

APD hopes artificial intelligence can help with staff shortages at 911 center (2/8/22)

NHS England works with Ada Lovelace Institute to tackle AI bias in healthcare (2/8/22)

This Senate bill would force companies to audit AI used for housing and loans (2/8/22)

Despite recent progress, AI-powered chatbots still have a long way to go (2/5/22)

Lawmakers Press Amazon on Sales of Chemical Used in Suicides (2/4/22)

Singapore releases software toolkit to guide financial sector on AI ethics (2/4/22)

How AI helps finance improve inclusion and predict future trends (2/4/22)

Society won’t trust A.I. until business earns that trust (2/4/22)

Potential Bias in AI Consumer Decision Tools Eyed by FTC, CFPB (2/3/22)

The state of AI ethics: The principles, the tools, the regulations (2/3/22)

Outgoing ethical AI researcher describes 'the rot' inside Google (2/2/22)

Three ways to ensure health tech innovation benefits all (1/30/22)

Fujitsu to stand up AI ethics and governance office (1/30/22)

Monetizing and protecting an AI-powered virtual identity in today’s world (1/29/22)

Suicide hotline shares data with for-profit spinoff, raising ethical questions (1/28/22)

Cisco Battles Bias, Discrimination With Responsible AI (1/27/22)

The IRS Should Stop Using Facial Recognition (1/27/22)

Big businesses want 'flexible' and limited AI regulations (1/26/22)

Flaws plague a tool meant to help low-risk federal prisoners win early release (1/26/22)

AI Could Finally Help Crack Down on Hate Speech (1/25/22)

IT leaders should measure and balance fairness in AI models, Forrester says (1/24/22)

An AI system that thinks fast and slow (1/24/22)

Light sensors on wearables struggle with dark skin and obesity (1/21/22)

How Facebook and Amazon Rely on an Invisible Workforce (1/19/22)

Employee surveillance is exploding with remote work—and could be the new norm (1/9/22)

Men Are Creating AI Girlfriends and Then Verbally Abusing Them (1/18/22)

Seven AI ethics experts predict 2022’s opportunities and challenges for the field (1/17/22)

The Rise of A.I. Fighter Pilots (1/17/22)

Former Google scientist says the computers that run our lives exploit us — and he has a way to stop them (1/17/22)

When It Comes to Health Care, AI Has a Long Way to Go (1/16/22)

More Than One in Three Firms Burned by AI Bias (1/12/22)

This Private Equity Firm Is Amassing Companies That Collect Data on America’s Children (1/11/22)

AI is quietly eating up the world’s workforce with job automation (1/8/22)

The Future of Tech Is Here. Congress Isn't Ready for It (1/7/22)

What Buddhism can do for AI ethics (1/6/22)

MVP versus EVP: Is it time to introduce ethics into the agile startup model? (1/5/22)

AI policy in 2022 — Slaughterbots are go — COVID-19 has exposed AI’s flaws in hospital (1/5/22)

What’s Next for Ethical AI? (1/4/22)

Why It’s So Hard to Regulate Algorithms (1/4/22)

​​Understanding AI’s Limitations Is Key to Unlocking Its Potential (1/4/22)

2022 promises to bring massive change to AI regulation (1/3/22)

AI’s 6 Worst-Case Scenarios: Who needs Terminators when you have precision clickbait and ultra-deepfakes? (1/3/21)

A new wave of AI auditing startups wants to prove responsibility can be profitable (1/3/22)


Crime Prediction Keeps Society Stuck in the Past (1/2/22)


Papers and Peer-Reviewed Publications

Ethics and society review: Ethics reflection as a precondition to research funding (12/28/21)

Moral Status and Intelligent Robots (12/27/21)

Scope and Sense of Explainability for AI-Systems (12/20/21)

Fairkit, Fairkit, on the Wall, Who’s the Fairest of Them All? Supporting Data Scientists in Training Fair Models (12/17/21)

Improving Ethical Outcomes with Machine-in-the-Loop: Broadening Human Understanding of Data Annotations (12/16/21)

Brave New World: The EEOC's Artificial Intelligence Initiative (12/15/21)

What governs attitudes toward artificial intelligence adoption and governance? (12/14/21)

Spinning Language Models for Propaganda-As-A-Service (12/9/21)

​​Detecting Potentially Harmful and Protective Suicide-related Content on Twitter: A Machine Learning Approach (12/9/21)

Ethical and social risks of harm from Language Models (12/8/21)

The social dilemma in artificial intelligence development and why we have to solve it (12/8/21)

Ground-Truth, Whose Truth? -- Examining the Challenges with Annotating Toxic Text Datasets (12/7/21)

Auto-essentialization: Gender in automated facial analysis as extended colonial project (12/6/21)

Post-processing for Individual Fairness (12/6/21)

Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets (12/6/21)

Does enforcing fairness mitigate biases caused by subpopulation shift? (12/6/21)

Toward a Taxonomy of Trust for Probabilistic Machine Learning (12/5/21)

Conformity Assessments and Post-market Monitoring: A Guide to the Role of Auditing in the Proposed European AI Regulation (12/5/21)

Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research (12/3/21)

Not All AI are Equal: Exploring the Accessibility of AI-Mediated Communication Technology (Dec 2021)

AI and the Everything in the Whole Wide World Benchmark (11/26/21)

Auditing Algorithms: Understanding Algorithmic Systems from the Outside In (11/25/21)

Online public discourse on artificial intelligence and ethics in China: context, content, and implications (11/16/21)

Confucius, cyberpunk and Mr. Science: comparing AI ethics principles between China and the EU (11/15/21)

A Sandbox Approach to Regulating High-Risk Artificial Intelligence Applications (11/12/21)

Characteristics of publicly available skin cancer image datasets: a systematic review (11/9/21)

“Garbage in, garbage out” revisited: What do machine learning application papers report about human-labeled training data? (11/5/21)

The Thailand national AI ethics guideline: an analysis (11/4/21)

Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility (11/1/21)

The false hope of current approaches to explainable artificial intelligence in health care (11/1/21)


De-platforming disinformation: conspiracy theories and their control (10/28/21)

Towards a Theory of Justice for Artificial Intelligence (10/27/21)

Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature (10/25/21)

Human Rights Implications of Algorithmic Impact Assessments: Priority Considerations to Guide Effective Development and Use (10/21/21)

Towards General Deep Leakage in Federated Learning (10/18/21)

Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development (10/18/21)

SAFETY BENCH: Identifying Safety-Sensitive Situations for Open-domain Conversational Systems (10/16/21)

Delphi: Towards Machine Ethics and Norms (10/14/21)

Unique on Facebook: Formulation and Evidence of (Nano)targeting Individual Users with non-PII Data (10/13/21)

Not Quite ‘Ask a Librarian’: AI on the Nature, Value, and Future of LIS (10/13/21)

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset (10/11/21)

Analysis and Issues of Artificial Intelligence Ethics in the Process of Recruitment (10/7/21)

Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development (10/6/21)

Data-Centric AI Requires Rethinking Data Notion (10/6/21)

Companies Committed to Responsible AI: From Principles towards Implementation and Regulation? (10/6/21)

Multimodal datasets: misogyny, pornography, and malignant stereotypes (10/5/21)

Algorithmic reparation (10/4/21)

The Issue of Proxies And why EU law matters for recommender systems (10/4/21)

Robin Hood and Matthew Effects – Differential Privacy Has Disparate Impact on Synthetic Data (10/1/21)

What's Fair is Fair: Detecting and Mitigating Encoded Bias in Multimodal Models of Museum Visitor Attention (Oct. 2021)

Algorithmic Auditing and Social Justice: Lessons from the History of Audit Studies (Oct 2021)

An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness (9/29/21)

Foundations for the future: institution building for the purpose of artificial intelligence governance (9/29/21)

An Inconvenient Truth About AI: AI won't surpass human intelligence anytime soon (9/29/21)

Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework (9/27/21)

Explainability Pitfalls: Beyond Dark Patterns in Explainable AI (9/26/21)

On the genealogy of machine learning datasets: A critical history of ImageNet (9/24/21)

Physiognomic Artificial Intelligence (9/24/21)

Efficient and targeted COVID-19 border testing via reinforcement learning (9/22/21)

7 Revealing Ways AIs Fail (9/21/21)
Rebuilding Trust: Queer in AI Approach to Artificial Intelligence Risk Management (9/21/21)

“Hello, It’s Me”: Deep Learning-based Speech Synthesis Attacks in the Real World (9/20/21)

Ten simple rules to make your computing more environmentally sustainable (9/20/21)

The Flaws of Policies Requiring Human Oversight of Government Algorithms (9/13/21)

Putting AI ethics to work: are the tools fit for purpose? (9/12/21)

Use of artificial intelligence for image analysis in breast cancer screening programmes: systematic review of test accuracy (9/2/21)

The Meaning of “Explainability Fosters Trust in AI” (9/2/21)


Socially Responsible AI Algorithms: Issues, Purposes, and Challenges (8/28/21)

Visual Mis- and Disinformation, Social Media, and Democracy (8/25/21)

On the Opportunities and Risks of Foundation Models (8/18/21)

Automated Video Interviewing as the New Phrenology (8/17/21)

Seven challenges for harmonizing explainability requirements (8/11/21)

AI for disability inclusion: Enabling change with advanced technology

Mitigating dataset harms requires stewardship: Lessons from 1000 papers (8/6/21)

Your fairness may vary: Group fairness of pretrained language models in toxic text classification (8/3/21)

Ethics and Governance of Artificial Intelligence: Evidence from a Survey of Machine Learning Researchers (8/2/21)

Annotating Online Misogyny (8/1/21)

What’s in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus (8/1/21)

Responsible AI: Bridging From Ethics to Practice (Aug 2021)

Detecting Artificial Intelligence Algorithm Bias in Cancer Treatment (7/26/21)

Measuring Ethics in AI with AI: A Methodology and Dataset Construction (7/26/21)

Mapping AI in the Global South (7/26/21)


Reading Race: AI Recognises Patient's Racial Identity In Medical Images (7/21/21)

Intersectional Bias in Causal Language Models (7/16/21)

Audit and Assurance of AI Algorithms: A framework to ensure ethical algorithmic practices in Artificial Intelligence (7/14/21)

Ethical AI for Social Good (7/14/21)

Deduplicating Training Data Makes Language Models Better (7/14/21)

This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces (7/13/21)

How data governance technologies can democratize data sharing for community well-being (7/13/21)

Explainable AI: current status and future directions (7/12/21)

How Could Equality and Data Protection Law Shape AI Fairness for People with Disabilities? (7/12/21)

How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice (7/9/21)

Ethics of AI in Pathology: Current Paradigms and Emerging Issues (7/9/21)

A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare (7/7/21)

Racial/Ethnic Disparities in the Performance of Prediction Models for Death by Suicide After Mental Health Visits (7/1/21)

Algorithmic management in a work context (7/1/21)

The Limits of Differential Privacy (and Its Misuse in Data Release and Machine Learning) (July 2021)

The Values Encoded in Machine Learning Research (6/29/21)

Understanding, explaining, and utilizing medical artificial intelligence (6/28/21)

Governing Data and Artificial Intelligence for Health Care: Developing an International Understanding (6/28/21)

Building Bridges: Generative Artworks to Explore AI Ethics (6/25/21)

A Silicon Valley Love Triangle: Hiring Algorithms, Pseudo-Science, and the Quest for Auditability (6/23/21)

External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients (6/21/21)

Trust me, I'm a bot – repercussions of chatbot disclosure in different service frontline settings (6/17/21)

Epistemic fragmentation poses a threat to the governance of online targeting (6/17/21)

Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy (6/15/21)

Are we done with ImageNet? (6/12/21)

It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks (6/10/21)

Intrinsic Bias Metrics Do Not Correlate with Application Bias (6/8/21)

Reliability Testing for Natural Language Processing Systems (6/1/21)

Ethics as a service: a pragmatic operationalisation of AI Ethics (June 2021)

Explaining the Principles to Practices Gap in AI (June 2021)

Value Sensitive Design to Achieve the UN SDGs with AI: A Case of Elderly Care Robots (5/31/21)

Computer Vision and Conflicting Values: Describing People with Automated Alt Text (5/26/21)

Racial Segregation and the Data-Driven Society: How Our Failure to Reckon with Root Causes Perpetuates Separate and Unequal Realities (5/24/21)

Achieving a ‘Good AI Society’: Comparing the Aims and Progress of the EU and the US (5/24/21)

Online Selection of Diverse Committees (5/19/21)

Ethical Data Curation for AI: An Approach based on Feminist Epistemology and Critical Theories of Race (5/19/21)

Fair Bayesian optimization (5/19/21)

Towards accountability in the use of Artificial Intelligence for Public Administrations (5/18/21)

Designing AI for Explainability and Verifiability: A Value Sensitive Design Approach to Avoid Artificial Stupidity in Autonomous Vehicles (5/15/21)

Including Signed Languages in Natural Language Processing (5/11/21)

Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus (5/11/21)

Experimental Regulations for AI: Sandboxes for Morals and Mores (5/6/21)

A Step Toward More Inclusive People Annotations for Fairness (5/5/21)

A framework to contest and justify algorithmic decisions (5/4/21)

To Live in Their Utopia: Why Algorithmic Systems Create Absurd Outcomes (May 2021)

[Denmark] "We Would Never Write That Down": Classifications of Unemployed and Data Challenges for AI (April 2021)

Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits (Apr 2021)

Who is afraid of black box algorithms? On the epistemological and ethical basis of trust in medical AI (4/29/21)

Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability (4/24/21)

Ethics in the Software Development Process: from Codes of Conduct to Ethical Deliberation (4/21/21)

Context-sensitive evaluation of automatic speech recognition: considering user experience & language variation (4/20/21)

Engineering Bias Out of AI (4/20/21)

Moral zombies: why algorithms are not moral agents (4/16/21)

Autonomous Driving Ethics: from Trolley Problem to Ethics of Risk (4/12/21)

How medicine discriminates against non-white people and women (4/10/21)

Moving beyond “algorithmic bias is a data problem” (4/9/21)

Ethics of AI in Education: Towards a Community-wide Framework (4/9/21)

Nonhuman humanitarianism: when 'AI for good' can be harmful (4/8/21)

Evaluating eligibility criteria of oncology trials using real-world data and AI (4/7/21)

How artificial intelligence could make clinical trials smarter (4/7/21)

The Myth of Complete AI-Fairness (4/6/21)

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals (4/5/21)


To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-Assisted Decision-Making (Apr 2021)

The (Im)possibility of Fairness: Different Value Systems Require Different Mechanisms For Fair Decision Making (Apr 2021)



Survey of EU ethical guidelines for commercial AI: case studies in financial services (3/23/21)

Can an AI Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb (3/22/21)

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets (3/22/21)

Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources (3/21/21)


Approximate Data Deletion from Machine Learning Models (3/18/21)

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots (3/17/21)

Does “AI” stand for augmenting inequality in the era of covid-19 healthcare? (3/16/21)

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans (3/15/21)

People Analytics must benefit the people. An ethical analysis of data-driven algorithmic systems in human resources management (3/12/21)

The race to teach sign language to computers (3/6/21)

Measuring Model Biases in the Absence of Ground Truth (3/5/21)

Bias Preservation in Machine Learning: The Legality of Fairness Metrics Under EU Non-Discrimination Law (3/3/21)

Machines, Artificial Intelligence and rising global transphobia (3/1/21)

The Use and Misuse of Counterfactuals in Ethical Machine Learning (3/1/21)

Narratives and Counternarratives on Data Sharing in Africa (3/1/21)

Algorithmic Impact Assessments and Accountability: The Co-construction of Impacts (March 2021)

Artificial intelligence has a problem with grammar (2/27/21)

Sustainable AI: AI for sustainability and the sustainability of AI (2/26/21)

Benchmarking and Survey of Explanation Methods for Black Box Models (2/25/21)

Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing (2/24/21)

Do as AI say: susceptibility in deployment of clinical decision-aids (2/19/21)

Ethics-Based Auditing to Develop Trustworthy AI (2/19/21)

A first look into the carbon footprint of federated learning (2/15/21)

The Privatization of AI Research(-ers): Causes and Potential Consequences (2/15/21)

Algorithmic injustice: a relational ethics approach (2/12/21)

Technical Challenges for Training Fair Neural Networks (2/12/21)

Ethics as a service: a pragmatic operationalisation of AI Ethics (2/11/21)

The Limits of Global Inclusion in AI Development (2/7/21)

The Ethics of Facial Recognition Technology (2/7/21)

Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models (2/4/21)

Insiders and Outsiders in Research on Machine Learning and Society (2/3/21)

Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities (2/3/21)

About Face: A Survey of Facial Recognition Evaluation (2/1/21)

Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens (2/1/21)

Mapping value sensitive design onto AI for social good principles (2/1/21)

Adversarial Learning with Cost-Sensitive Classes (1/29/21)

​​Time for AI (Ethics) Maturity Model Is Now (1/29/21)

Hiding Behind Machines: When Blame Is Shifted to Artificial Agents (1/27/21)

Re-imagining Algorithmic Fairness in India and Beyond (1/25/21)

Black Feminist Musings on Algorithmic Oppression (1/25/21)

Why machines cannot be moral  (1/21/21)

It’s Too Easy to Hide Bias in Deep-Learning Systems (1/19/21)

Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases (1/19/21)

Approval of artificial intelligence and machine learning-based medical devices in the USA and Europe (2015–20): a comparative analysis (1/18/21)

Persistent Anti-Muslim Bias in Large Language Models (1/14/21)

AI Ethics: A Long History and a Recent Burst of Attention (1/14/21)

Expanding Explainability: Towards Social Transparency in AI systems (1/12/21)

Russia's Artificial Intelligence Strategy: The Role of State-Owned Firms (1/1/21)

Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19 (Jan 2021)

The Role of Arts in Shaping AI Ethics (2021)

PASS: An ImageNet replacement for self-supervised pretraining without humans (2021)

Out of the Black Box: Indigenous protocols for AI (2021)

Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice (2021)

Do Less Teaching, Do More Coaching: Toward Critical Thinking for Ethical Applications of Artificial Intelligence (2021)

Government, NGO, and expert publications

United Nations Activities on Artificial Intelligence (AI) 2021 (2021)

Can a Model Be Differentially Private and Fair? (2021)

Illinois Tech + Axios 2021 Elevate Technology Survey (Dec 2021)

Technical methods for regulatory inspection of algorithmic systems in social media platforms (Dec 2021)

Dentons Artificial Intelligence Guide 2022 The AI journey—opening eyes to opportunity and risk (Dec 2021)

Artificial Intelligence Guide 2022 Country snapshots: local strategies and regulatory developments in 36 countries around the globe (Dec 2021)

Healthcare has evolved with the adoption of AI, and so should our ethical playbook (12/26/21)

How to keep the 'human' in human resources with AI-based tools (12/21/21)

Scoping AI Governance: A Smarter Tool Kit for Beneficial Applications (12/20/21)

AI and the Future of Work: What We Know Today (12/18/21)

[UK] New research reveals the most pressing opportunities and barriers to trustworthy innovation in data and AI (12/17/21)

Facial recognition: the CNIL orders CLEARVIEW AI to stop reusing photographs available on the Internet (12/16/21)

Do large language models understand us? (12/16/21)

[EU] Three proposals to strengthen the EU Artificial Intelligence Act (12/13/21)

FTC Signals It May Conduct Privacy, AI, & Civil Rights Rulemaking (12/10/21)

Technical methods for regulatory inspection of algorithmic systems (12/9/21)

America Needs AI Literacy Now (12/8/21)

The Sarco suicide pod aims to take assisted dying out of doctors' hands with AI and 3D printing (12/8/21)

AI model bias can damage trust more than you may know. But it doesn’t have to. (12/8/21)

[Netherlands] ​​Tax Administration fined for discriminatory and unlawful data processing (12/8/21)

Language Modelling at Scale: Gopher, Ethical considerations, and Retrieval (12/8/21)

Why we need a new agency to regulate advanced artificial intelligence: Lessons on AI control from the Facebook Files (12/8/21)

Does Military AI Have Gender? Understanding Bias and Promoting Ethical Approaches in Military Applications of AI (12/7/21)

EU: Council proposes amendments to draft AI Act (12/3/21)

Harmonising Artificial Intelligence: The role of standards in the EU AI Regulation (12/2/21)

Fairer Algorithmic Decision-Making and Its Consequences: Interrogating the Risks and Benefits of Demographic Data Collection, Use, and Non-Use (12/2/21)

How AI fails us (12/1/21)

Managed by Bots: Data-Driven Exploitation in the Gig Economy (Dec 2021)
Data Visualization: Classifying AI Systems (Dec 2021)

In AI development, equality starts with a mandate for fairness and inclusivity (11/30/21)

UK government publishes pioneering standard for algorithmic transparency (11/29/21)

UNESCO member countries adopt the first global agreement on the ethics of AI (11/26/21)

193 countries adopt first-ever global agreement on the Ethics of Artificial Intelligence (11/25/21)

Evolution in Age-Verification Applications: Can AI Open Some New Horizons? (11/24/21)

Chatbots RESET Framework Pilot Projects: Using Chatbots in Healthcare (11/24/21)

Representation and Imagination for Preventing AI Harms (11/24/21)


Yesterday Once More: Algorithms are changing how we experience nostalgia (11/22/21)

Uncovering bias in search and recommendations (11/19/21)

Can China and Europe find common ground on AI ethics? (11/19/21)

[France & Canada]] CLIMATE CHANGE AND AI: Recommendations for Government Action (11/8/21)



Vulnerability Disclosure and Management for AI/ML Systems: A Working Paper with Policy Recommendations (Nov 2021)

Policy Briefing – Building a systematic framework of accountability for algorithmic decision making (Nov 2021)

The EU and the US: two different approaches to AI governance (11/15/21)

Algorithmic Decisions and Their Human Consequences (11/11/21)

Chatbots and other virtual assistants are here to stay – here's what that means (11/11/21)

Analysis of the “Artificial Intelligence governance principles: towards ethical and trustworthy artificial intelligence in the European insurance sector” (11/11/21)

It’s time to address facial recognition, the most troubling law enforcement AI tool (11/10/21)

AI bias and human rights: Why ethical AI matters (11/10/21)

How the EU’s Flawed Artificial Intelligence Regulation Endangers the Social Safety Net: Questions and Answers (11/10/21)

Thinking Through the Ethics of New Tech…Before There’s a Problem (11/9/21)

Facial recognition ruling a warning to government: Santow (11/9/21)

Current AI Practices Could Be Enabling a New Generation of Copyright Trolls (11/5/21)

[Africa] How social media companies help African governments abuse “disinformation laws” to target critics (11/4/21)

[Mexico] “The power to surveil, control, and punish”: The dystopian danger of a mandatory biometric database in Mexico (11/3/21)

New UChicago initiative aims to improve health care algorithms for underrepresented groups (11/3/21)

Data and Algorithms at Work: The Case for Worker Technology Rights (11/3/21)

Data Brief: Classifying AI Systems (Nov 2021)


FTC to Ramp up Enforcement against Illegal Dark Patterns that Trick or Trap Consumers into Subscriptions (10/28/22)

Explainable Artificial Intelligence (10/23/21)

The Lifecycle View of Trustworthy AI (10/22/21)

NATO releases first-ever strategy for Artificial Intelligence (10/22/21)

To stop algorithmic bias, we first have to define it (10/21/21)

Examining algorithmic amplification of political content on Twitter (10/21/21)

Radical Proposal: Data Cooperatives Could Give Us More Power Over Our Data (10/20/21)

IOSCO guides regulators on future AI regulation (10/19/21)

Image equity: Making image tools more fair for everyone (10/19/21)

Building a case for decentralised AI ethics (10/18/21)

Europe wants to champion human rights. So why doesn’t it police biased AI in recruiting? (10/8/21)

Face Recognition Isn’t Just Face Identification and Verification: It’s Also Photo Clustering, Race Analysis, Real-time Tracking, and More (10/7/21)

Building an Organizational Approach to Responsible AI (10/6/21)

Democratize AI? How the proposed National AI Research Resource falls short (10/5/21)

[UK] An English police force created its own ethics committee and it’s totally not ethics washing, they say. (10/1/21)

Addressing facial recognition inequity and access bias in unemployment insurance benefits (10/1/21)

The New York City Artificial Intelligence Strategy (Oct 2021)

Building a National AI Research Resource (Oct 2021)

[Germany] Algorithms as a mirror of society (9/30/21)

[Australia]  The Responsible AI Index (9/29/21)

A Holistic Guide to Approaching AI Fairness Education in Organizations (9/29/21)

Why you should hire a chief AI ethics officer (9/29/21)

The Drones 2 law is obediently adopted by the Assembly (9/28/21)

[China] "A New Generation of Artificial Intelligence Ethics Code" released (9/26/21)

Europeans strongly support science and technology according to new Eurobarometer survey (9/23/21)

Refugees help power machine learning advances at Microsoft, Facebook, and Amazon (9/22/21)

If AI is the problem, is debiasing the solution? (9/21/21)

Challenges of AI Development in Vietnam: Funding, Talent and Ethics (9/21/21)

Beyond Debiasing: Regulating AI and its inequalities (9/21/21)



IEEE 7000™-2021 Standard: Addressing Ethical Concerns During Systems Design (9/15/21)

Instagram algorithm: Süddeutsche publishes results of data analysis (9/15/21)

A Psychiatrist’s Perspective on Social Media Algorithms and Mental Health (9/14/21)

Garbage In, Gospel Out: How Data-Driven Policing Technologies Entrench Historic Racism and 'Tech-Wash' Bias in the Criminal Legal System (9/14/21)


Sharing learnings from the first algorithmic bias bounty challenge (9/7/21)

Artificial Intelligence and International Refugee Law (9/5/21)

Another wet blanket on heated claims about emotion recognition (9/1/21)

Trained for Deception: How Artificial Intelligence Fuels Online Disinformation (Sept 2021)

A $402 Million Global Opportunity for Artificial Intelligence (AI) Governance by 2026 (8/25/21)

How Flawed Data Aggravates Inequality in Credit Scores (8/24/21)

“Flying in the Dark”: Hospital AI Tools Aren’t Well Documented (8/23/21)

Big models: What has happened, where are we going, and who gets to build them (8/23/21)

Algorithmic Accountability for the Public Sector (8/23/21)

Twitter’s algorithmic bias bug bounty could be the way forward, if regulators step in (8/17/21)

How to Build Accountability into Your AI (8/11/21)

Here's how AI can help fight climate change (8/11/22)

Can you trust artificial intelligence? (8/10/21)

The Shibboleth Rule for Artificial Agents (8/10/21)

Exact symbolic artificial intelligence for faster, better assessment of AI fairness (8/9/21)

Getting from commitment to content in AI and data ethics: Justice and explainability (8/5/21)

Optimizing People You May Know (PYMK) for equity in network creation (8/5/21)

It’s hard to be a moral person. Technology is making it harder. (8/3/21)

Bias in Artificial Intelligence (8/2/21)

AI has the worst superpower… medical racism (8/2/21)

Algorithms and Economic Justice: A Taxonomy of Harms and a Path Forward for the Federal Trade Commission (Aug 2021)

Shifting Narratives and Emergent Trends in Data-Governance Policy: Developments in China, India, and the EU (Aug 2021)

Is artificial intelligence ready for the great rehiring? (7/29/21)

The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations (7/28/21)

The Key to Designing Inclusive Tech: Creating diverse and inclusive tech teams (July 2021)

Rooting Out Anti-Muslim Bias in Popular Language Model GPT-3 (7/22/21)

Ottawa tested facial recognition on millions of travellers at Toronto’s Pearson airport in 2016 (7/19/21)

Why AI Struggles To Recognize Toxic Speech on Social Media (7/13/21)

NIST Evaluates Face Recognition Software’s Accuracy for Flight Boarding (7/13/21)

Using Artificial Intelligence to Understand Why Students are Struggling (7/12/21)

[Japan] Governance Guidelines for Implementation of AI Principles (7/9/21)

[Netherlands] Statement Platform Civil Rights about cessation of profiling of citizens Nissewaard (7/8/21)

[EU] Guidelines 02/2021 on virtual voice assistants (7/7/21)

America's global leadership in human-centered AI can't come from industry alone (7/6/21)

Future of Work: Beyond Bossware and Job-Killing Robots (7/6/21)

'Racist' facial recognition sparks ethical concerns in Russia (7/5/21)

[Netherlands] Professor warns against municipal roll-out of child AI: "I think it is indefensible" (7/5/21)

Demystifying the Draft EU Artificial Intelligence Act (July 2021)

GAO: Artificial Intelligence: An Accountability Framework for Federal Agencies and Other Entities (6/30/21)

Research Summary: Experts Doubt Ethical AI Design Will Be Broadly Adopted as the Norm Within the Next Decade (6/29/21)


Ethics and governance of artificial intelligence for health (6/28/21)

WHO issues first global report on Artificial Intelligence (AI) in health and six guiding principles for its design and use (6/28/21)

Mobilising the intellectual resources of the arts and humanities (6/25/21)

Facial Recognition Problems Denying US Workers Unemployment Lifeline (6/25/21)

[China] Lofty principles, conflicting incentives: AI ethics and governance in China (6/24/21)


Experts Doubt Ethical AI Design Will Be Broadly Adopted as the Norm Within the Next Decade (6/16/21)

A Step Toward More Inclusive People Annotations in the Open Images Extended Dataset (6/15/21)

[videos] NIST AI Measurement and Evaluation Workshop (6/15/21)


The role of the arts and humanities in thinking about artificial intelligence (AI) (6/14/21)

[Hungary] The Hungarian legal system is not prepared for the intelligent facial recognition camera systems that can be built in Siófok (6/11/21)

80 African Women Advancing Artificial Intelligence in Africa and Around the World (6/10/21)

10 steps to educate your company on AI fairness (6/9/21)

Karlsruhe win against biometric mass surveillance in Germany (6/8/21)

The current state of affairs and a roadmap for effective carbon-accounting tooling in AI (6/7/21)

Managing the risk in AI: Spotting the “unknown unknowns” (6/5/21)

The Contestation of Tech Ethics: A Sociotechnical Approach to Ethics and Technology in Action (6/3/21)

Facial Recognition Technology: Federal Law Enforcement Agencies Should Better Assess Privacy and Other Risks (6/3/21)

[EU] Guidance on Strengthening the Code of Practice on Disinformation (6/2/21)

Automated Decision-Making Systems in the Public Sector An Impact Assessment Tool for Public Authorities (June 2021)


UNESCO Draft text of the Recommendation on the Ethics of Artificial Intelligence (June 2021)

Algorithmic misogynoir in content moderation practice (June 2021)

NIST: A Proposal for Identifying and Managing Bias in Artificial Intelligence (June 2021)

Algorithmic Bias Playbook (June 2021)

AI for disability inclusion: Enabling change with advanced technology (May 2021)

AI Ethics Has a Surplus Problem (5/26/21)

[Spain] In Catalonia, the RisCanvi algorithm helps decide whether inmates are paroled (5/25/21)

Section 230 Preempts Fair Credit Reporting Act (FCRA) Claims–Henderson v. Source for Public Data (5/25/21)

Understanding Contextual Facial Expressions Across the Globe (5/24/21)

People analytics in the workplace – how to effectively enforce labor rights (5/19/21)

Tech for disabled people is booming around the world. So where’s the funding? (5/19/21)

Data Capitalism (2021)

The Chief AI Ethics Officer: A Champion or a PR Stunt? (5/16/21)

Image classification algorithms at Apple, Google still push racist tropes (5/14/21)

US House AI Task Force Is the latest authority to address algorithms and racism (5/12/21)

Detecting and mitigating bias in natural language processing (5/10/21)

Towards Human-Centered Explainable AI: the journey so far (5/9/21)

[Italy] In Italy, general practitioners and some regions adopt COVID-19 vaccine prioritization algorithms (5/9/21)

Can a COVID-19 face mask protect you from facial recognition technology too? (5/10/21)

New research helps make AI fairer in decision-making (5/7/21)

[France] Evaluation Methods for Content Recommendation Algorithms (5/6/21)

Hard choices: AI in health care (2021)

The hidden work created by artificial intelligence programs (5/4/21)

Reclaim Your Face – A European Citizens Initiative to ban biometric mass surveillance (5/4/21)

Towards the Right Kind of Fairness in AI (May 2021)

Mass Incarceration and the Future: An Urgent Need to Address the Human Rights Implications of Criminal Background Checks and the Future of Artificial Intelligence (Spring 2020)

A (more) visual guide to the proposed EU Artificial Intelligence Act (94/30/21)

[Greece] Greek camps for asylum seekers to introduce partly automated surveillance systems (4/27/21)

Will Artificial Intelligence Foster or Hamper the Green New Deal? (4/22/21)

Vaccine Passports and Pandemic Racism (4/20/21)

[UK] Home Office algorithm to detect sham marriages may contain built-in discrimination (4/19/21)

Aiming for truth, fairness, and equity in your company’s use of AI (4/19/21)

Face Recognition Is Far from the Sci-Fi Super-Tool Its Sellers Claim (4/16/21)

61 MEPs urge the EU to ban biometric mass surveillance (4/16/21)

[France] How French welfare services are creating ‘robo-debt’ (4/15/21)

When Artificial Agents Lie, Defame, and Defraud, Who Is to Blame? (4/14/21)

[Singapore] Are we stuck with Covid-19 surveillance? — Join the democracy classroom (4/12/21)

The Abuse and Misogynoir Playbook, explained (workshop transcript) (4/8/21)

Emails between NYPD and Clearview AI obtained by FOIL request prompt questions (4/6/21)

Research Summary: Mapping the Ethicality of Algorithmic Pricing (4/5/21)

Identity systems and social protection in Venezuela and Bolivia: GENDER IMPACTS AND OTHER INEQUALITIES (4/5/21)

Research Summary: Algorithmic Impact Assessments – What Impact Do They Have? (4/4/21)

If Your Company Uses AI, It Needs an Internal Review Board (4/1/21)

Error-riddled data sets are warping our sense of how good AI really is (4/1/21)

[UK] Technology Managing People – the legal implications (Mar 2021)

Six Unexamined Premises Regarding Artificial Intelligence and National Security (3/31/21)

Are You Overestimating Your Responsible AI Maturity? (3/30/21)
Responsible AI: From principles to practice (3/30/21)

[China] Research Summary: The Chinese Approach to AI: An Analysis of Policy, Ethics, and Regulation (3/29/21)

The IEEE Trusted Data and Artificial Intelligence Systems (AIS) Playbook for Financial Services (3/29/21)

Using Clinical Text to Combat Selection Bias in Medical Research (3/29/21)

From Principles to Practice: An interdisciplinary framework to operationalize AI ethics (2020)

How AI Can Help Companies Set Prices More Ethically (3/26/21)

[UK] Technology Managing People – the legal implications (3/25/21)

Alation State of Data Culture Report Reveals Barriers in Adopting Artificial Intelligence (3/24/21)


A Better Measuring Stick: Algorithmic Approach to Pain Diagnosis Could Eliminate Racial Bias (3/24/21)

Research Summary: Artificial Intelligence and the Privacy Paradox of Opportunity, Big Data and The Digital Universe (3/21/21)

Mapping India’s AI Potential (3/21/21)

Hiring by Algorithm: Legal Issues Presented by the Use of Artificial Intelligence in Sourcing and Selection (3/17/21)

The Algorithmic Auditing Trap (3/17/21)

Should AI Models Be Explainable? That depends. (3/16/21)

How AI is Changing Our Understanding of Language (3/16/21)

Who Is Governing AI Matters Just as Much as How It’s Designed (3/15/21)

10 Takeaways from the State of AI Ethics in Canada & Spain (3/15/21)

How Can We Better Regulate AI Companies? (3/15/21)

Myanmar: Facial Recognition System Threatens Rights (3/12/21)

Auditing employment algorithms for discrimination (3/12/21)

Fairness On The Ground: Applying Algorithmic Fairness Approaches To Production Systems (3/11/21)

Assessing Regulatory Fairness Through Machine Learning (3/10/21)

[Rome] The Ethics of AI to Ensure Food Security and Development (3/8/21)

[Britain] Malgorithm: How Instagram’s algorithm publishes misinformation and hate to millions during a pandemic. (3/8/21)

If It’s Free, You’re the Product: The New Normal in a Surveillance Economy (3/7/21)

Corsight AI addresses face biometrics ethics in Asia Pacific expansion (3/5/21)

NIST: Trust and Artificial Intelligence (3/2/21)

Where are the women? Mapping the gender job gap in AI Policy Briefing – Full Report (Mar 2021)

Stanford HAI: AI Index Report 2021 (Mar 2021)

[Netherlands] NOREA Guiding Principles Trustworthy AI Investigations (Mar 2021)

[Canada] Practices for Generating Non-identifiable Data (Mar 2021)

[Deloitte] AI Governance Survey: A shift in the ways companies use and invest in AI brought about by changes in the social landscape (Mar 2021)

KPMG: Trust in Artificial Intelligence: A five country study (March 2021)

WEF: A 5-step guide to scale responsible AI (3/1/21)

RESPONSIBLE AI #AIFORALL: Approach Document for India Part 1 – Principles for Responsible AI (Feb 2021)

WEF: Responsible Use of Technology: The Microsoft Case Study (2/25/21)

WEF: 4 lessons on designing responsible, ethical tech: Microsoft case study (2/25/21)

A Better Measuring Stick: Algorithmic Approach to Pain Diagnosis Could Eliminate Racial Bias (2/24/21)

We need to talk about Artificial Intelligence (2/22/21)

The Artificiality of AI – Why are We Letting Machines Manage Employees? (2/22/21)

Research Summary: The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms (2/21/21)

Why Organizations Should Care About Responsible AI & Digital Ethics (2/19/21)

Black voices bring much needed context to our data-driven society (2/18/21)

Objective or biased: On the questionable use of artificial intelligence for job applications (2/16/21)

[EU] DRAFT REPORT on artificial intelligence in a digital age (2/11/21)


Privacy enhancing technologies for trustworthy use of data (2/9/21)

The Physician’s Conundrum: Assigning Moral Responsibility for Medical Artificial Intelligence and Machine Learning (2/8/21)

Legislation Related to Artificial Intelligence


How to Get More Truth from Social Media (2/4/21)

As the FDA clears a flood of AI tools, missing data raise troubling questions on safety and fairness (2/3/21)

Governance by Algorithms (Research Summary) (2/1/21)


Legislation Related to Artificial Intelligence (Feb 20201)

MAEI The State of AI Ethics Report (Jan 2021)

Addressing Ethical Dilemmas in AI: Listening to Engineers (Jan 2021)

Emotional Entanglement: China’s emotion recognition market and its implications for human rights (Jan 2021)

The CREO AI Creativity Report 2021 (Jan 2021)

NYC Summary of Agency Compliance Reporting (Jan 2021)

What algorithm auditing startups need to succeed (1/30/21)

EU Guidelines on Facial Recognition (1/28/21)

FDA Announces Action Plan for Oversight of AI/ML in Medical Devices  (1/28/21)

Mapping AI in the Global South (1/26/21)

Beyond Engagement: Aligning Algorithmic Recommendations With Prosocial Goals (1/21/21)

The building blocks of Microsoft’s responsible AI program (1/19/21)

Seven Legal Questions for Data Scientists (1/19/21)

Private Sector Expects to Lose Control of AI Governance Within Five Years, Says New Study (1/19/21)

To achieve Responsible AI, close the "believability gap"​ (1/18/21)

Civil society calls for AI red lines in the European Union’s Artificial Intelligence proposal (1/12/21)

China’s social credit system was due by 2020 but is far from ready (1/12/21)

California Company Settles FTC Allegations It Deceived Consumers about use of Facial Recognition in Photo Storage App (1/11/21)

How to Build a Likable Chatbot (1/11/21)

In Poland, a law made loan algorithms transparent. Implementation is nonexistent. (1/6/21)

Getting Specific About AI Risks (1/6/21)

In Focus: Facial Recognition Tech Stories and Rights Harms Around the World (Jan 2021)

AI Governance in Japan Ver. 1.0 (Jan 2021)

[Canada] Privacy and AI Ethics – Understanding the convergences and tensions for the responsible development of machine learning (2021)

[Canada] Privacy and artificial intelligence: Protecting health information in a new era (2021)

[Canada] Exploring blockchain for consent and privacy data management (2021)

The Rockefeller Foundation AI+Governance: Bold action and novel approaches

What Happens When an AI Knows How You Feel? (12/29/21)

Alexa tells 10-year-old girl to touch live plug with penny (12/28/21)

'More than 97% accuracy': Chinese scientists develop AI 'prosecutor’ (12/26/21)

A Move for 'Algorithmic Reparation' Calls for Racial Justice in AI (12/23/21)

Why synthetic data is such a hot topic in the artificial intelligence world (12/21/21)

Use of blockchain technology could increase human trust in AI (12/20/21)

These former Stanford students are building an app to change your accent (12/19/21)

3 big problems with datasets in AI and machine learning (12/17/21)

An AI tool meant to reduce bias in investing could exacerbate it, experts say (12/17/21)

How IBM is preparing for a new era of A.I. ethics (12/13/21)

DOD Makes Moves in 'Holistic' Approach to AI (12/10/21)

This Air Force Targeting AI Thought It Had a 90% Success Rate. It Was More Like 25% (12/9/21)

D.C. bill wants companies to reveal algorithms and data used to build AI (12/9/21)

Common but Different Futures: AI Inequity and Climate Change (12/9/21)

Group Backed by Top Companies Moves to Combat A.I. Bias in Hiring (12/8/21)

For truly ethical AI, its research must be independent from big tech (12/6/21)

Why we must rethink AI benchmarks (12/6/21)

IBM’s Causal Inference 360: A Possible Solution to the Bias Problem With AI at Edge (12/6/21)

The movement to hold AI accountable gains more steam (12/5/21)

How TikTok Reads Your Mind (12/5/21)

Opinion | Want to regulate 'the algorithm'? It won't be easy. (12/3/21)

Zillow Offers: A Case for Model Risk Management (12/2/21)

The Movement to Hold AI Accountable Gains More Steam (12/2/21)

White House to unveil alliance to curb human rights abuse of tech (12/2/21)

Interview by algorithm: The increasing use of AI in recruitment puts young jobseekers on the backfoot (11/30/21)

Why Employers Should Stop Relying On AI As A Recruitment Tool (11/30/21)

Clearview AI, a facial recognition company, is fined for breach of Britain’s privacy laws. (11/29/21)

Op-Ed: Medical bias can be deadly. Our research found a way to curb it (11/29/21)

Ex-Google workers sue company, saying it betrayed 'Don't Be Evil' motto (11/29/21)

AI is making applying for jobs even more miserable (11/29/21)

Reith Lectures: AI and why people should be scared (11/28/21)

Robots Won’t Close the Warehouse Worker Gap Anytime Soon (11/26/21)

Defense Innovation Unit publishes ethical AI guidelines (11/23/21)

Racial bias found in medical devices (11/22/21)

Europe’s AI laws will cost companies a small fortune – but the payoff is trust (11/21/21)

[UK] DWP urged to reveal algorithm that ‘targets’ disabled for benefit fraud (11/21/21)

The Future of Digital Assistants Is Queer (11/21/21)

Facebook knew its algorithms were biased against people of color (11/21/21)

How Facebook and Google fund global misinformation (11/20/21)

How Big Tech dominates EU's AI ethics group (11/19/21)

Revealed: the software that studies your Facebook friends to predict who may commit a crime (11/17/21)

NYC passes new legislation targeting bias in automated hiring software (11/17/21)

Singapore’s tech-utopia dream is turning into a surveillance state nightmare (11/16/21)

The Department of Defense is issuing AI ethics guidelines for tech contractors (11/16/21)

With the Metaverse on the way, an AI bill of rights is urgent (11/13/21)

New York City passed a bill requiring 'bias audits' of AI hiring tech (11/12/21)

AI Has an Image Problem and That’s Not Fair (11/12/21)

Bias in A.I. is a big, thorny, ethical issue (11/12/21)

AI bots to user data: Is there space for rights in the metaverse? (11/12/21)

We studied suicide notes to learn about the language of despair – and we're training AI chatbots to do the same (11/11/21)

How will this AI critic influence Biden’s policies? The clues are hiding in plain sight. (11/11/21)

Algorithmic tracking is ‘damaging mental health’ of UK workers (11/11/21)

This Company Tapped AI for Its Website—and Landed in Court (11/11/21)

Facebook told employees to avoid the words 'discrimination' and 'bias' (11/11/21)

Women in tech are fighting A.I. bias—but where are the men? (11/10/21)

White House A.I. director says U.S. should model Europe’s approach to regulation (11/10/21)

Facebook says it can’t keep pace with its own Oversight Board - Protocol — The people, power and politics of tech (11/9/21)

Timnit Gebru Says Artificial Intelligence Needs to Slow Down (11/9/21)

House lawmakers want to force Meta and other social media companies to let their users turn off engagement-hungry algorithms, report says (11/9/21)

New bipartisan bill takes aim at algorithms (11/9/21)

Thinking Through the Ethics of New Tech…Before There’s a Problem (11/9/21)

Meta plans to remove thousands of sensitive ad-targeting categories. (11/9/21)

Fighting bias in A.I. means acknowledging it exists (11/9/21)

Why machine-learning chatbots find it difficult to respond to idioms, metaphors, rhetorical questions, sarcasm (11/8/21)

LAPD ended predictive policing programs amid public outcry. A new effort shares many of their flaws (11/8/21)

Accents and AI: how speech recognition software could lead to new forms of discrimination (11/8/21)

Israel escalates surveillance of Palestinians with facial recognition program in West Bank (11/5/21)

Tackle racism in AI, BLM co-founder tells tech bosses (11/4/21)

Australia Has Ordered Clearview AI To Delete All Facial Recognition Data Belonging To Its Citizens (11/3/21)

[Denmark] ​​Algorithm must prioritize the municipality's children's cases: "We work thoroughly to remove bias" (11/3/21)

An Ethics Bounty System Could Help Clean Up the Web (11/3/21)

How Big Tech dominates EU's AI ethics group (11/3/21)


The AI Chapter of Disability Employment (10/29/21)
Done right, human ethics can ensure AI bias is curbed (10/28/21)

How Alibaba tracks China’s delivery drivers (10/27/21)

Five points for anger, one for a ‘like’: How Facebook’s formula fostered rage and misinformation (10/26/21)

[UK] This AI Predicts How Old Children Are. Can It Keep Them Safe? (10/26/21)

[Scotland] Schools pause facial recognition lunch plans (10/25/21)

Facebook Services Are Used to Spread Religious Hatred in India, Internal Documents Show (10/23/21)

Google's AI researchers say their output is being slowed by lawyers after a string of high-level exits: 'Getting published really is a nightmare right now' (10/22/21)

Researchers: A.I. can play a role in eliminating bias in lending, but only with human help (10/22/21)

Ethics By Design: Steps To Prepare For AI Rules Changes (10/21/21)

Twitter’s own research shows that it’s a megaphone for the right. But it’s complicated. (10/21/21)

AI projects to tackle racial inequality in UK healthcare, says Javid (10/20/21)

How machine learning can be fair and accurate (10/20/21)

The AI oracle of Delphi uses the problems of Reddit to offer dubious moral advice (10/20/21)

Google quietly tweaks image search for racial diversity (10/19/21)

ICO to step in after schools use facial recognition to speed up lunch queue (10/18/21)

Facial recognition cameras arrive in UK school canteens (10/16/21)

Can NYC Build an Ethical Artificial Intelligence Ecosystem? (10/15/21)

[Spain, Austria] Researchers show Facebook’s ad tools can target a single user (10/15/21)

One second, 150 dismissals: Inside the algorithms that decide who should lose their job (10/14/21)

Report: 80% of consumers prefer to speak with AI to avoid long hold times (10/14/21)

Much ‘Artificial Intelligence’ Is Still People Behind a Screen (10/13/21)

Home quarantine apps spark privacy fears over facial recognition and geolocation technology (10/13/21)

AI fake-face generators can be rewound to reveal the real faces they trained on (10/12/21)

Lawmakers’ latest idea to fix Facebook: Regulate the algorithm (10/12/21)

Microsoft taps AI techniques to bring Translator to 100 languages (10/11/21)

Guest post: AI surveillance in prisons is a terrible idea, both technologically and ethically (10/9/21)

[UK] Legal action over alleged Uber facial verification bias (10/8/21)

Americans Need a Bill of Rights for an AI-Powered World (10/8/21)

Europe wants to champion human rights. So why doesn’t it police biased AI in recruiting? (10/8/21)

[India] A tiny tweak to Zomato’s algorithm led to lost delivery riders, stolen bikes and missed wages (10/7/21)

[Portugal] Government wants police with access to biometric data. Proposal against the opinion of European authorities (10/6/21)

[Singapore] ‘Dystopian world’: Singapore patrol robots stoke fears of surveillance state (10/6/21)

Driving AI innovation in tandem with regulation (10/6/21)

The Hidden Biases of Search Engine Algorithms (10/6/21)

European Parliament calls for a ban on facial recognition (10/6/21)

I Designed Algorithms at Facebook. Here’s How to Regulate Them. (10/6/21)

Ex-Uber driver takes legal action over ‘racist’ face-recognition software (10/5/21)

How to prioritise humans in artificial intelligence design for business (10/5/21)

Clearview AI Has New Tools to Identify You in Photos (10/4/21)

How To Build Responsible AI, Step 1: Accountability (10/4/21)

For Tesla, Facebook and Others, AI’s Flaws Are Getting Harder to Ignore (10/4/21)

Robots are hiding 27 million workers from employers who need them (10/4/21)

Chinese AI gets ethical guidelines for the first time, aligning with Beijing’s goal of reining in Big Tech (10/3/21)

Chinese AI gets ethical guidelines for the first time, aligning with Beijing’s goal of reining in Big Tech (10/3/21)

Need Help With Recruiting and Staffing? Ethical AI Might the Solution (10/3/21)

The truth about artificial intelligence? It isn’t that honest (10/2/21)

Web of policies not syncing up into single federal AI strategy, report warns (9/30/21)

Can A.I. prevent gambling addiction? DraftKings target Entain thinks so (9/30/21)

Building trustworthy AI (9/30/21)

Legal framework for artificial intelligence advances in Brazil (9/29/21)

Every country must decide own definition of acceptable AI use (9/29/21)

Hasta la vista, baby! Australia not dealing with AI threat (9/29/21)
These high school students are fighting for ethical AI (9/29/21)

[EU] Algorithms of trauma: new case study shows that Facebook doesn’t give users real control over disturbing surveillance ads (9/28/21)

Leaked Documents Show How Amazon’s Astro Robot Tracks Everything You Do (9/28/21)

Race, gender and representation: The grey area of the metaverse (9/28/21)

Behind the scenes: How Twitter decided to open up its image-cropping algorithm to the public (9/27/21)

The limitations of AI safety tools (9/27/21)

We need concrete protections from artificial intelligence threatening human rights (9/26/21)

AI tradeoffs: Balancing powerful models and potential biases (9/24/21)

Minority Voices ‘Filtered’ Out of Google Natural Language Processing Models (9/24/21)

Lawmakers want humans to check runaway AI. Research shows they’re not up to the job. (9/24/21)

A New Approach to the Data-Deletion Conundrum (9/24/21)

Physiognomic Artificial Intelligence (9/24/21)

WSJ's Facebook series: Leadership lessons about ethical AI and algorithms (9/24/21)

Voice Assistants Don’t Understand Us. They Should. (9/22/21)

AI development must be guided by ethics, human wellbeing and responsible innovation (9/22/21)

AI industry, obsessed with speed, is loathe to consider the energy cost in latest MLPerf benchmark (9/22/21)

Algorithms are biased. This tool shows kids just how dangerous they can be (9/21/21)

Responsible AI Is Every Business’s Responsibility (9/21/21)

Six Essential Elements Of A Responsible AI Model (9/21/21)

Apple Is Working on iPhone Features to Help Detect Depression, Cognitive Decline (9/21/21)

The spy tech that followed kids home for remote learning—and won’t leave (9/20/21)

Worker surveillance is making employees miserable (9/20/21)

[El Salvador] Cryptocurrencies like bitcoin promise only false solutions for vulnerable communities (9/20/21)

Amazon’s AI Cameras Are Punishing Drivers for Mistakes They Didn’t Make (9/20/21)

Want to develop a risk-management framework for AI? Treat it like a human.  (9/19/21)

AI’s Islamophobia problem (9/18/21)

The Imperative for Sustainable AI Systems (9/18/21)

Researchers Defeated Advanced Facial Recognition Tech Using Makeup (9/17/21)

AI will ‘exacerbate’ wealth inequality and help ultra-rich: Ex-Google exec (9/17/21)

There’s an ugly history buried beneath A.I. (9/17/21)

A Detroit community college professor is fighting Silicon Valley’s surveillance machine. People are listening. (9/16/21)

UN calls for immediate halt to use of facial recognition (9/16/21)

Democracy Is Losing Its Race With Disruption (Sept 2021)

Google tells EU that users bear responsibility for discrimination (9/15/21)

AI Isn't Ready to Make Unsupervised Decisions (9/15/22)

U.N. official calls for moratorium on artificial intelligence tools that breach human rights (9/15/21)

AI caramba, those neural networks are power-hungry: Counting the environmental cost of artificial intelligence (9/13/21)

the facebook files: A Wall Street Journal investigation (9/13/21)

A horrifying new AI app swaps women into porn videos with a click (9/13/21)

[UK] Revoking Article 22 would be detrimental for unconscious algorithmic bias (9/13/21)

Ghosts in the machine learning pipeline will be impossible to exorcise (9/13/21)

A New Business Mandate for Ethical Technology (9/13/21)

Queensland police to trial AI tool designed to predict and prevent domestic violence incidents (9/13/21)

Hear That? It’s Your Voice Being Taken for Profit. (9/12/21)

Concerns linger over AI in health care (9/12/21)

Facebook reportedly provided inaccurate data to misinformation researchers (9/11/21)

The Way Amazon Uses Tech to Squeeze Performance Out of Workers Deserves Its Own Name: Bezosism (9/11/21)

Communism and sitcoms informed leading ethics researcher at Salesforce (9/10/21)

I can't believe I have to say this: GPT-3 can't channel dead people (9/10/21)

How Do We Use Artificial Intelligence Ethically? (9/10/21)

Project Maven: Startups Backed By Google, Peter Thiel, Eric Schmidt And James Murdoch Are Building AI And Facial Recognition Surveillance Tools For The Pentagon (9/8/21)

Money, mimicry and mind control: Big Tech slams ethics brakes on AI (9/8/21)

Google, Microsoft, IBM, More Tech Giants Slam Ethics Brakes On AI (9/8/21)

Harvard researchers reveal how résumé bots are killing job opportunities for people who need them most (9/8/21)

AI Ethics: Top 9 Ethical Dilemmas of AI and How to Navigate Them (9/8/21)

How the N.Y.P.D. Is Using Post-9/11 Tools on Everyday New Yorkers (9/8/21)

Study Shows Automated Résumé Scanner Mistakenly Rejects Millions of Viable Job Candidates (9/6/21)

Bias persists in face detection systems from Amazon, Microsoft, and Google (9/3/21)

Facebook Apologizes After A.I. Puts ‘Primates’ Label on Video of Black Men (9/3/21)

With A.I., business leaders must prioritize safety over speed (9/3/21)

Beijing’s new algorithm laws are a global first, but they might not work (9/2/21)

A.I. Bias Caused 80% Of Black Mortgage Applicants To Be Denied (9/2/21)

How did a proprietary AI get into hundreds of hospitals - without extensive peer reviews? The concerning story of Epic's Deterioration Index (9/2/21)

Here’s what Beijing’s sweeping new data rules will mean for companies (9/1/21)

The Fight to Define When AI Is ‘High Risk’ (9/1/21)

AI startups claim to detect depression from speech, but the jury’s out on their accuracy (8/31/21)

This is the real story of the Afghan biometric databases abandoned to the Taliban (8/30/21)

US Army Wants to Put Facial Recognition in Daycare Centers (8/29/21)

The future of American democracy hinges on ethical AI (8/28/21)

Algorithmic discrimination highlights the need for regulation (8/27/21)

Why algorithmic auditing can't fully cope with AI bias in hiring (8/26/21)

How new regulation is driving the AI governance market (8/25/21)

Police In At Least 24 Countries Have Used Clearview AI. Find Out Which Ones Here. (8/25/21)

Even experts are too quick to rely on AI explanations, study finds (8/25/21)

Clearview AI Offered Free Facial Recognition Trials To Police All Around The World (8/25/21)

How Hugging Face is tackling bias in NLP (8/25/21)

Most US government agencies are using facial recognition (8/25/21)

The Secret Bias Hidden in Mortgage-Approval Algorithms (8/25/21)

Consumers question AI-driven insurance claims review (8/24/21)

Sensors and AI to monitor Dorset social care patients (8/24/21)


The Moral Imperative of Teaching Every Student Tech Ethics (8/24/21)

An Artificial Intelligence Helped Write This Play. It May Contain Racism (8/23/21)

How will South Australia's home quarantine trial work? (8/22/21)

Does affective computing have a place in federal law enforcement? (8/20/21)


Using 'AI-based software like Proctorio and ProctorU' to monitor online exams is a really bad idea, says uni panel (8/20/21)

Senators question DOJ funding for AI-powered policing tech (8/20/21)

AI accountability: Who's responsible when AI goes wrong? (8/19/21)

How AI-powered tech landed man in jail with scant evidence (8/19/21)

Operationalizing AI Ethics, No Longer An Option But An Imperative (8/18/21)

Name Discrimination Study Finds Lakisha And Jamal Still Less Likely To Get Hired Than Emily And Greg (8/18/21)

Foundation models risk exacerbating ML’s ethical challenges (8/18/21)

How ethical, inclusive tech can help us create a better world (8/18/21)

Tech-industry AI is getting dangerously homogenized, say Stanford experts (8/18/21)

Too many AI researchers think real-world problems are not relevant (8/18/21)

If you're using AI, you need to think about ethics (8/17/21)

Deleting unethical data sets isn’t good enough (8/13/21)

AI ethics in the real world: FTC commissioner shows a path toward economic justice (8/13/21)

The road to ethical adoption of AI (8/13/21)

Why AI ethics needs to address AI literacy, not just bias (8/13/21)

AI datasets are prone to mismanagement, study finds (8/11/21)

The Pain Was Unbearable. So Why Did Doctors Turn Her Away? (8/11/21)

Audit finds gender and age bias in OpenAI’s CLIP model (8/10/21)

Combatting Anti-Blackness in the AI Community (8/10/21)

Opinion: Biden must act to get racism out of automated decision-making (8/9/21)

​​Twitter’s racist algorithm is also ageist, ableist and Islamaphobic, researchers find (8/9/21)

Twitter's Photo-Cropping Algorithm Favors Young, Thin Females (8/9/21)

AI bias is prevalent but preventable — here’s how to root it out (8/8/21)

LinkedIn says it reduced bias in its connection suggestion algorithm (8/5/21)

Why artificial intelligence is being used to write adverts (8/5/21)

This New Way to Train AI Could Curb Online Harassment (8/4/21)

The voices of women in tech are still being erased (8/3/21)

As banks push AI, worry about worsening inequality follows (8/3/21)

Looking for work? Here’s how to write a résumé that an AI will love. (8/2/21)

Twitter launches bug bounty contest to detect algorithmic bias (7/31/21)

Twitter issues cash bounty challenge for undoing 'racist' photo cropping (7/31/21)

Hundreds of AI tools have been built to catch covid. None of them helped. (7/30/21)

If You Don’t Trust A.I. Yet, You’re Not Wrong (7/30/21)

‘We don’t deserve this’: new app places US caregivers under digital surveillance (7/28/21)

84% of tech workers report their products aren’t inclusive (7/27/21)

The Dystopia is Here, AI is Taking over Data Science Jobs in 2021 (7/27/21)

Police Are Telling ShotSpotter to Alter Evidence From Gunshot-Detecting AI (7/26/21)

Everyone in Your Organization Needs to Understand AI Ethics (7/26/21)

A man used AI to bring back his deceased fiancée. But the creators of the tech warn it could be dangerous and used to spread misinformation. (7/24/21)

The Chatbot Problem (7/23/21)

Why schools need to abandon facial recognition, not double down on it (7/23/21)

Want your unemployment benefits? You may have to submit to facial recognition first (7/23/21)

The AI we should fear is already here (7/21/21)

Investigation: How TikTok's Algorithm Figures Out Your Deepest Desires (7/21/21)

Disability rights advocates are worried about discrimination in AI hiring tools (7/21/21)

Can A.I. Grade Your Next Test? (7/20/21)

Research shows AI is often biased. Here's how to make algorithms work for all of us (7/19/21)

Facial recognition systems are denying unemployment benefits across the US (updated) (7/19/21)

Call centers embrace AI for automation, emotion analysis (7/19/21)

Building ethical A.I. products can put businesses at a competitive advantage (7/15/21)

AI ethics champion Margaret Mitchell on self-regulation and ‘foresight’ (7/14/21)

Auditors are testing hiring algorithms for bias, but there’s no easy fix (7/11/21)

New York City’s new biometrics privacy law takes effect (7/9/21)

Promoting Trustworthy AI in Government (7/8/21)

OpenAI warns AI behind GitHub’s Copilot may be susceptible to bias (7/8/21)

Viewpoint: it’s time to create a science to ensure safe and ethical use of artificial intelligence (7/8/21)

We tested AI interview tools. Here’s what we found. (7/7/21)

No Internet, No Unemployment: Solving This Glitch Took Two Months And A Journey Across The Rural Front Range (7/7/21)

How TikTok’s hate speech detection tool set off a debate about racial bias on the app (7/7/21)

Silicon Valley Pretends That Algorithmic Bias Is Accidental. It’s Not. (7/7/21)


AI legislation must address bias in algorithmic decision-making systems (7/5/21)


Pandemic Wave of Automation May Be Bad News for Workers (7/3/21)

What happened when a ‘wildly irrational’ algorithm made crucial healthcare decisions (7/2/21)

Study finds that few major AI research papers consider negative impacts (7/1/21)

The importance of having accountability in AI ethics (7/1/21)

Facial recognition tech has been widely used across the US government for years, a new report shows (6/30/21)

Using A.I. to Find Bias in A.I. (6/30/21)

A Hippocratic Oath for your AI doctor (6/29/21)

Fired by Bot at Amazon: ‘It’s You Against the Machine’ (6/28/21)

DeepMind AGI paper adds urgency to ethical AI (6/26/21)

NIST proposes ways to identify and address AI bias (6/25/21)

The World Needs Deepfake Experts to Stem This Chaos (6/24/21)

IBM explores AI tools to spot, cut bias in online ad targeting (6/24/21)

Combating racial bias in AI (6/23/21)

LinkedIn’s job-matching AI was biased. The company’s solution? More AI. (6/23/21)

Google & DeepMind Researchers Revamp ImageNet (6/23/21)

Navigating a surprising pandemic side effect: AI whiplash (6/21/21)

Europe’s privacy regulators call for a ban on facial recognition in publicly accessible spaces (6/21/21)

‘Nobody is catching it’: Algorithms used in health care nationwide are rife with bias (6/21/21)

A popular algorithm to predict sepsis misses most cases and sends frequent false alarms, study finds (6/21/21)

Facial recognition software used to verify unemployment recipients reportedly doesn’t work well (6/19/21)

Facial Recognition Failures Are Locking People Out of Unemployment Systems (6/18/21)

Google searches for new measure of skin tones to curb bias in products (6/18/21)

Hey computer, am I okay? (6/18/21)

The Efforts to Make Text-Based AI Less Racist and Terrible (6/17/21)

Ethical AI will not see broad adoption by 2030, study suggests (6/17/21)

Bias isn’t the only problem with credit scores—and no, AI can’t help (6/17/21)

Amazon Alexa head scientist on developing trustworthy AI systems (6/16/21)

Facebook's latest AI doesn't just detect deep fakes, it knows where they came from (6/16/21)

Want a job? Employers say: Talk to the computer (6/14/21)

How and Why Enterprises Must Tackle Ethical AI (6/14/21)

Fact-Checks, Info Hubs, and Shadow-Bans: A Landscape Review of Misinformation Interventions (6/14/21)

Google’s Privacy Backpedal Shows Why It’s So Hard Not to Be Evil (6/14/21)

The secrets behind the plastic spoon: a ‘perfect’ design with terrible consequences (6/14/21)

How To Make Sure That Diversity In AI Works (6/14/21)

Human Cognitive Bias And Its Role In AI (6/14/21)

How to mitigate bias in AI (6/13/21)

Rules around facial recognition and policing remain blurry (6/12/21)

These creepy fake humans herald a new age in AI (6/11/21)

Biden administration forms new AI task force (6/10/21)

[China] Across China, AI ‘city brains’ are changing how the government runs (6/10/21)

TikTok changed the shape of some people’s faces without asking (6/10/21)

EleutherAI claims new NLP model approaches GPT-3-level performance (6/9/21)

10 steps to educate your company on AI fairness (6/9/21)

Facial Verification Won't Fight Fraud (6/9/21)

First U.S. Artificial Intelligence Czar Seeks ‘Responsible Use’ of AI Tools (6/8/21)

Bias and discrimination in AI: whose responsibility is it to tackle them? (6/8/21)

Instagram pushes back against 'The Algorithm' — because it tracks every action you take on the app using 'a variety of algorithms' (6/8/21)

Investors call for ethical approach to facial recognition technology (6/8/21)

Skin in the game: Video chat apps tout ‘inclusive’ AI features (6/7/21)

That AI scanning your X-ray for signs of COVID-19 may just be looking at your age (6/7/21)

As AI develops, so does the debate over profits and ethics (6/4/21)

AI still sucks at moderating hate speech (6/4/21)

Federal facial recognition ban will be reintroduced 'soon,' Sen. Jeff Merkley says (6/4/21)

China’s response to COVID showed the world how to make the most of A.I. (6/4/21)

TikTok just gave itself permission to collect biometric data on US users, including ‘faceprints and voiceprints’ (6/3/21)

‘Care bots’ are on the rise and replacing human caregivers (6/3/21)

Don't End Up on This Artificial Intelligence Hall of Shame (6/3/21)

Dark Patterns that Mislead Consumers Are All Over the Internet (6/3/21)

How Amazon became an engine for anti-vaccine conspiracy theories (6/3/21)

Amazon’s Cost Saving Routing Algorithm Makes Drivers Walk Into Traffic (6/2/21)

McDonald’s is testing automated drive-thru ordering at 10 Chicago restaurants (6/2/21)

Machine learning is booming in medicine. It’s also facing a credibility crisis (6/2/21)

Senate Democrats Urge Google To Investigate Racial Bias In Its Tools And The Company (6/2/21)

FACIAL RECOGNITION  TECHNOLOGY: Federal Law  Enforcement  Agencies Should  Better Assess Privacy  and Other Risks (June 2021)

A rogue killer drone 'hunted down' a human target without being instructed to, UN report says (5/30/21)

Skin in the frame: black photographers welcome Google initiative (5/28/21)

How a largely untested AI algorithm crept into hundreds of hospitals (5/28/21)

Anthropic is the new AI research outfit from OpenAI’s Dario Amodei, and it has $124M to burn (5/28/21)

[Spain] Workers vs Algorithms (5/27/21)

The ethical use of data in artificial intelligence (5/27/21)

This $5 billion insurance company likes to talk up its AI. Now it's in a mess over it (5/27/21)

Scared, human? Emotion-detection AI meets eye-tracking technology (5/27/21)

[EU] Clearview AI hit with sweeping legal complaints over controversial face scraping in Europe (5/27/21)

[EU] The Grand Normalization of Mass Surveillance: ECtHR Grand Chamber Judgments in Big Brother Watch and Centrum för rättvisa (5/26/21)

To regulate AI, try playing in a sandbox (5/26/21)

Google Strikes Deal With Hospital Chain to Develop Healthcare Algorithms (5/26/21)

AI emotion-detection software tested on Uyghurs (5/26/21)

Report finds startling disinterest in ethical, responsible use of AI among business leaders (5/25/21)

65% of execs can’t explain how their AI models make decisions, survey finds (5/25/21)

How ‘blind learning’ could solve A.I.’s ‘Little Shop of Horrors’ dilemma (5/25/21)

‘AI’ is being used to profile people from their head vibrations – but is there enough evidence to support it? (5/24/21)

Facial Recognition Is Racist. Why Aren’t More Cities Banning It? (5/24/21)

AI Can Write Disinformation Now—and Dupe Human Readers (5/24/21)

AI didn't invent privacy abuse - how the history of data privacy informs our future (5/24/21)

Citizen’s dystopian new feature is mass surveillance disguised as public safety (5/22/21)

Facebook AI cuts by more than half the error rate of unsupervised speech recognition (5/21/21)

AI’s Future Doesn’t Have to Be Dystopian (5/20/21)

What can we do about Bias in AI? (5/20/21)

Google’s New Dermatology App Wasn’t Designed for People With Darker Skin (5/20/21)

Publicis Media updates ad tech evaluation process to avoid cultural stereotypes, but getting information about algorithms ‘is hard’ (5/20/21)

Statistical bias in context - AI didn't invent quantitative methods of bias (5/20/21)

The race to understand the exhilarating, dangerous world of language AI (5/20/21)

Spotify, don’t spy: global coalition of 180+ musicians and human rights groups take a stand against speech-recognition technology (5/19/21)

Twitter finds its AI tends to crop out Black people, men from photos (5/19/21)

Innovative free course empowers citizens to advocate for ethical AI (5/19/21)

The disinformation threat from text-generating AI (5/19/21)

[France] Environmentalists do not cut video surveillance but slow down its development (5/18/21)

Why companies should carefully read government A.I. plans (5/18/21)

Is it time for an algorithm bill of rights? These analysts think so (5/18/21)

Amazon extends moratorium on police use of facial recognition software (5/18/21)

Amazon extends ban on police use of its facial recognition technology indefinitely (5/18/21)

Evolving to a more equitable AI (5/18/21)

Ethical AI Is Our Responsibility (5/17/21)

The Impact of Dark Patterns on Communities of Color (5/17/21)

AIs are getting smarter, fast. That's creating tricky questions that we can't answer (5/17/21)

The Chief AI Ethics Officer: A Champion or a PR Stunt? (5/16/21)

Police departments adopting facial recognition tech amid allegations of wrongful arrests (5/16/21)

Critics raise alarm over Big Tech’s most powerful tools (5/16/21)

In charts: facial recognition technology — and how much do we trust it? (5/16/21)

[New Zealand] Jacinda Ardern calls for ‘ethical algorithms’ to help stop online radicalisation (5/14/21)

We need to design distrust into AI systems to make them safer (5/13/21)

[UK] AI and robots to assess patients in NHS plan to tackle record waiting lists (5/13/21)

[China] Chinese Users Do Care About Online Privacy (5/12/21)

Instagram Censored Posts About One Of Islam’s Holiest Mosques, Drawing Employee Ire (5/12/21)

Trustworthy AI versus ethical AI - what's the difference, and why does it matter? (5/11/21) adds emotion, style detection tools to natural language API (5/10/21)

Blind people, advocates slam company claiming to make websites ADA compliant (5/9/21)

[Israel] Sheikh Jarrah: Activists raise concerns over deleted social media content (5/7/21)

Deepfake detectors and datasets exhibit racial and gender bias, USC study shows (5/6/21)

California's “Equity” Algorithm Could Leave 2 Million Struggling Californians Without Additional Vaccine Supply (5/6/21)

Proper data hygiene critical as enterprises focus on AI governance (5/6/21)

[Denmark] Ready for face recognition at the restaurant? (5/5/21)

How to report effectively on artificial intelligence (5/5/21)

AI Bias Problem Needs More Academic Rigor, Less Hype (5/4/21)

Anyone can use this powerful facial-recognition tool — and that's a problem (5/4/21)

AI bias is an ongoing problem, but there's hope for a minimally biased future (5/4/21)

Fighting algorithmic bias in artificial intelligence (5/4/21)


Shhhh, they’re listening: Inside the coming voice-profiling revolution (5/3/21)

Appen combats skewed AI data to ensure end-users have the same experience (5/3/21)

Using AI to root out unconscious bias (5/1/21)

Ethics of AI: Benefits and risks of artificial intelligence (4/30/21)

[Russia] ‘Deepfake’ that supposedly fooled European politicians was just a look-alike, say pranksters (4/30/21)

[Portugal] "It is worrying for democracy." TAP uses "heartless" algorithm to fire (4/30/21)

King County government must turn its back on facial recognition technology (4/30/21)

Credit Card Ads Were Targeted by Age, Violating Facebook’s Anti-Discrimination Policy (4/29/21)

Inside Snapchat's push to make cameras more inclusive (4/29/21)

Black Man Accuses AI of Being Racist After Passport Photo Is Rejected in Viral Video (4/28/21)

Kind Environments for technology organisations? [part two] (4/28/21)

N.Y.P.D. Robot Dog’s Run Is Cut Short After Fierce Backlash (4/28/21)

Landmark AI legislation could tackle algorithmic bias (4/28/21)

IBM and Microsoft Have Integrated AI Ethical Standards into Their Operations, So Can You (4/28/21)

Congress drags algorithms out of the shadows (4/27/21)

Antiracism in AI: How to Build Bias Checkpoints Into Your Development and Delivery Process (4/27/21)

To Fight Social Media Disinformation, Look to the Algorithms (4/27/21)

Ex-Google employee: Big Tech's biz model is 'a society that is addicted, outraged, polarized' (4/27/21)

Artificial Intelligence Is Misreading Human Emotion (4/27/21)

[UAE] Sharjah Police drones use face-recognition technology to identify wanted criminals (4/26/21)

Intersectionality, Inequity And Imminence Of AI: A Human Perspective (4/26/21)

AI at work isn’t always intelligent (4/26/21)

Despite acknowledged promise: Fear, uncertainty and doubt surround AI adoption (4/26/21)

‘Make Algorithmic Audits As Ubiquitous As Seatbelts’—Why Tech Needs Outside Help To Serve Humanity  (4/26/21)

AI that stops you getting mad at your customers? Are you crazy? (4/24/21)

Big tech’s algorithms are not color blind (4/23/21)

Stop talking about AI ethics. It’s time to talk about power. (4/23/21)

Algorithmic Nudges Don’t Have to Be Unethical (4/22/21)

Stanford study questions how medical AI devices are evaluated (4/22/21)

Shadow Bans, Dopamine Hits, and Viral Videos, All in the Life of TikTok Creators (4/22/21)

The global race to regulate AI (4/22/21)

To ensure inclusivity, the Biden administration must double down on AI development initiatives (4/22/21)

Microsoft and Big Tech Can’t Distance Themselves From the Police Violence They Fuel (4/21/21)

Europe throws down gauntlet on AI with new rulebook (4/21/21)

In scramble to respond to Covid-19, hospitals turned to models with high risk of bias (4/21/21)

6 key battles ahead for Europe’s AI law (4/21/21)

Europe's Proposed Limits on AI Would Have Global Consequences (4/21/21)

Google Ethical AI Group’s Turmoil Began Long Before Public Unraveling (4/21/21)

FTC issues stern warning: Biased AI may break the law (4/20/21)

‘Detoxified’ language models might marginalize minorities, says study (4/20/21)

AI vs. Maya Angelou: Experimental Evidence That People Cannot Differentiate AI-Generated From Human-Written Poetry (4/19/21)

Nextdoor will alert users if it thinks they’re about to post something racist (4/19/21)

She’s taking Jeff Bezos to task (4/19/21)

US banks deploy AI to monitor customers, workers amid tech backlash (4/19/21)

Hackers Used to Be Humans. Soon, AIs Will Hack Humanity (4/19/21)

Google translation AI botches legal terms 'enjoin,' 'garnish' -research (4/19/21)

Here’s why we should never trust AI to identify our emotions (4/18/21)

Data and computer scientists, ecologists, pathologists and legal scholars study AI's biases (4/16/21)

[Sweden] World Moving Towards a “Devastating Marriage” of Artificial Intelligence & Weapons of War (4/16/21)

[Italy] Facial recognition: Sari Real Time does not comply with the privacy policy (4/16/21)

[Netherlands] Rotterdam Court of Audit: risk of biased outcomes due to the use of algorithms (4/15/21)

Amazon and Microsoft team up to defend against facial recognition lawsuits (4/15/21)

MEPs call for European AI rules to ban biometric surveillance in public (4/15/21)

AI's social justice problem: It's amplifying human bias (4/15/21)

Coded Bias: An Insightful Look At AI, Algorithms And Their Risks To Society (4/15/21)

AI is increasingly being used to identify emotions – here’s what’s at stake (4/15/21)

The Slow Violence of Emerging Technologies [part one] (4/14/21)

The new lawsuit that shows facial recognition is officially a civil rights issue (4/14/21)

The Computer Got it Wrong: Why We’re Taking the Detroit Police to Court Over a Faulty Face Recognition 'Match' (4/13/21)

Big Tech’s guide to talking about AI ethics (4/13/21)

Data Brokers Are a Threat to Democracy (4/13/21)

Why AI Is Failing for Enterprises: Predetermination Bias (4/12/21)

Revealed: the Facebook loophole that lets world leaders deceive and harass their citizens (4/12/21)

Society dictated your face, according to biometrics research and a patent (4/12/21)

Hitting the Books: How biased AI can hurt users or boost a business's bottom line (4/10/21)

Black women, AI, and overcoming historical patterns of abuse (4/10/21)

[Sweden] CKP's test use of a program intended for face recognition has been reported to the Data Protection Ombudsman (4/9/21)

[South Asia] From Lahore to Lucknow, crimes against women spur more surveillance (4/9/21)

Artificial intelligence isn’t helping you hire the best person for the job (4/9/21)

Shedding light on fairness in AI with a new data set (4/8/21)

A $2 Billion Government Surveillance Lab Created Tech That Guesses Your Name By Simply Looking At Your Face (4/8/21)

Students of color are getting flagged to their teachers because testing software can’t see them (4/8/21)

In all police stations in France, facial recognition is used (4/7/21)

Study suggests that AI model selection might introduce bias (4/7/21)

[EU] Europeans can’t talk about racist AI systems. They lack the words. (4/6/21)

Twitter nukes AI-generated twits who backed Amazon and pushed anti-union rhetoric (4/6/21)

Discover the stupidity of AI emotion recognition with this little browser game (4/6/21)

Surveillance Nation (4/6/21)

Your Local Police Department Might Have Used This Facial Recognition Tool To Surveil You. Find Out Here. (4/6/21)

Can A.I. help Facebook cure its disinformation problem? (4/6/21)

[India] Modi govt now plans a ‘touchless’ vaccination process, with Aadhaar-based facial recognition (4/6/21)

[France] Suresnes wants to detect suspicious behavior (4/6/21)

Your 'smart home' is watching – and possibly sharing your data with the police (4/5/21)

Government audit of AI with ties to white supremacy finds no AI (4/5/21)

Can AI read your emotions? Try it for yourself (4/5/21)

Scientists create online games to show risks of AI emotion recognition (4/4/21)

Why Silicon Valley's most astute critics are all women (4/3/21)

Hitting the Books: The bias behind AI assistants' failure to understand accents (4/3/21)

Here’s how enterprises say they’re deploying AI responsibly (4/2/21)

[EU] Seeing stones: pandemic reveals Palantir's troubling reach in Europe (4/2/21)

A South Korean Chatbot Shows Just How Sloppy Tech Companies Can Be With User Data (4/2/21)

These Companies Track Millions Of Cars—Immigration And Border Police Have Been Grabbing Their Data (4/1/21)

Study finds that even the best speech recognition systems exhibit bias (4/1/21)

[UK] Technology Managing People – the legal implications (March 2021)

AI experts warn Facebook’s anti-bias tool is ‘completely insufficient’ (3/31/21)

The Foundations of AI Are Riddled With Errors (3/31/21)

[UK] We’ve won our lawsuit over Matt Hancock’s £23m NHS data deal with Palantir (3/30/21)

Utah Gave $20 Million Contract to AI Surveillance Firm That Didn’t Have AI (3/30/21)

MIT study finds labelling errors in datasets used to test AI (3/29/21)

Automated translation is hopelessly sexist, but don’t blame the algorithm or the training data (3/29/21)

Americans think AI has the most potential to cause harm over next decade (3/29/21)

FBI warns of the rise of 'deepfakes' in coming months and explains how to spot them easily (3/29/21)

[Australia] ‘Dangerous future’ in NDIS tech experimentation (3/28/21)

[Brazil] Anti-racism, technology and artificial intelligence in Brazil: a chat at Mozfest, by Mozilla (3/28/21)

AI: Ghost workers demand to be seen and heard (3/28/21)

Why Representation Matters When Building AI (3/28/21)

[Spain] Aragón will implement an algorithm for the detection of suicide risk in his clinical history (3/26/21)

If Mark Zuckerberg won’t fix Facebook’s algorithms problem, who will? (3/26/21)

Scotland launches AI strategy with a focus on ethics and inclusion (3/26/21)

Judge: Companies can be sued over Michigan unemployment fraud fiasco (3/26/21)

[Germany] Allocation of vaccination appointments: Are older people disadvantaged? (3/25/21)

AI at work: Staff 'hired and fired by algorithm' (3/25/21)

[Netherlands] Roeland (22) was kicked from TikTok because the app thinks he is under 13 (3/23/21)

Amazon Delivery Drivers Forced to Sign 'Biometric Consent' Form or Lose Job (3/23/21)

After Clearview, more bad actors in A.I. facial recognition might show up (3/23/21)

Major flaws found in machine learning for COVID-19 diagnosis (3/23/21)

How synthetic data could save AI (3/20/21)

Uber under pressure over facial recognition checks for drivers (3/19/21)

[UK] Uber drivers claim they were fired after company's identification software failed to recognise their faces (3/19/21)

What happens when your massive text-generating neural net starts spitting out people's phone numbers? If you're OpenAI, you create a filter (3/18/21)

The Pandemic Could Accelerate Job Automation—and Inequality (3/18/21)

A New York Lawmaker Wants to Ban Police Use of Armed Robots (3/18/21)

AI can be unintentionally biased: Data cleaning and awareness can help prevent the problem (3/18/21)

‘Anonymized’ X-ray datasets can reveal patient identities (3/17/21)

California bans ‘dark patterns’ that trick users into giving away their personal data (3/16/21)

Europe’s artificial intelligence blindspot: Race (3/16/21)

[Netherlands] Tens of thousands of people may falsely enter police face database (3/16/21)

This is the EU’s chance to stop racism in artificial intelligence (3/16/21)

Diversity And Inclusion In AI (3/16/21)

Researchers blurred faces that launched a thousand algorithms (3/15/21)

NFTs have been criticized for being environmentally unethical (3/15/21)

Who Is Making Sure the A.I. Machines Aren’t Racist? (3/15/21)

Preventing bias in AI is hard. Bug bounties could point the way forward (3/15/21)

Tenant screening software faces national reckoning (3/14/21)

Getting to trustworthy AI (3/14/21)

Google might ask questions about AI ethics, but it doesn't want answers (3/13/21)

Dutch court rulings break new ground on gig worker data rights (3/12/21)

[Spain] The 'riders' law will oblige companies to inform unions about algorithms that affect working conditions (3/11/21)

[France] In the Official Journal, "smart" cameras to measure the rate of mask wearing in transport (3/11/21)

GAO’s emerging tech shop developing framework to test reliability of AI algorithms (3/11/21)

How Facebook got addicted to spreading misinformation (3/11/21)

[UK] Hundreds of sewage leaks detected thanks to AI (3/11/21)

[China] Honest passengers first! Beijing subway to pilot credit-based fast entry system (3/10/21)

Biased AI can be bad for your health – here’s how to promote algorithmic fairness (3/9/21)

Artificial intelligence tool helps detect unconscious racial, cultural bias in the workplace (3/8/21)

Algorithms are increasingly treating workers like robots. Canada needs policy to protect them (3/8/21)

Underpaid Workers Are Being Forced to Train Biased AI on Mechanical Turk (3/8/21)

Inside the fall of Watson Health: How IBM’s audacious plan to ‘change the face of health care’ with AI fell apart (3/8/21)

Building AI for the Global South (3/7/21)

I asked an AI to tell me how beautiful I am (3/5/21)

'Facebook has a blind spot': why Spanish-language misinformation is flourishing (3/3/21)

Becoming an Upstander in AI Ethics (3/2/21)

Looking For An AI Ethicist? Good Luck (3/2/21)

[Russia] In Moscow, Big Brother Is Watching and Recognizing Protesters (3/1/21)

Does your company need a Chief AI Ethics Officer, an AI Ethicist, AI Ethics Council, or all three? (Mar. 2021)

Taking on the tech giants: the lawyer fighting the power of algorithmic systems (2/28/21)

5 steps to creating a responsible AI Center of Excellence (2/28/21)

Virginia Approves Limits on Police Use of Facial Recognition (2/26/21)

An AI is training counselors to deal with teens in crisis (2/26/21)

AI should include 'undesirable side effect' warnings, claims PwC (2/26/21)

TikTok agrees legal payout over facial recognition (2/26/21)

‘This is bigger than just Timnit’: How Google tried to silence a critic and ignited a movement (2/26/21)

Why Google’s AI ethics blunders are a PR nightmare (2/25/21)

Tech Companies Too Secretive About Algorithms That Curate Feeds, Study Says (2/24/21)

Can Auditing Eliminate Bias fromAlgorithms? (2/23/21)

​​Hey Siri—Why Don’t You Understand More People Like Me? (2/23/21)

Whistleblowers: Software Bug Keeping Hundreds Of Inmates In Arizona Prisons Beyond Release Dates (2/22/21)


Can We Engineer Ethical AI? (2/21/21)

The Shoddy Science Behind Emotional Recognition Tech (2/19/21)

How NSF and Amazon Are Collectively Tackling Artificial Intelligence-Based Bias (2/18/21)

DeepMind researchers say AI poses a threat to people who identify as queer (2/18/21)

Studies find bias in AI models that recommend treatments and diagnose diseases (2/18/21)

Why Tech Companies Are Limiting Police Use of Facial Recognition (2/18/21)

Biden Must Halt Face Recognition Technology to Advance Racial Equity (2/17/21)

This AI reads children's emotions as they learn (2/17/21)

Can Computer Algorithms Learn to Fight Wars Ethically? (2/17/21)

Spain: Ethnic origin, gender or clothing: Renfe's controversial system to monitor its travelers (2/17/21)

Germany: Objective or biased (2/16/21)

Study shows that federated learning can lead to reduced carbon emissions (2/16/21)

Development of an AI Technology able to 'Read Emotions' across entire cities to Stop Crime Before it Happen (2/16/21)

How computers see us: Doctoral student working to curb discrimination by artificial intelligence (2/15/21)

France: The CNIL dampens the appetite of Big Brother Bercy (2/15/21)

Washington state lawmakers seek to ban government from using discriminatory AI tech (2/13/21)

Amazon's driver monitoring app is an invasive nightmare (2/13/21)

Minneapolis poised to ban facial recognition for police use (2/12/21)

Facebook’s next big AI project is training its machines on users’ public videos (3/12/21)

Techno-utopianism in the workplace and the threat of excessive automation (2/12/21)

Amazon uses an app called Mentor to track and discipline delivery drivers (2/12/21)

Are AI investors shorting Black lives? (2/11/21)

Russia: "Face control": Russian police go digital against protesters (2/11/21)

Why Is Facebook Rejecting These Fashion Ads? (2/11/21)

Fighting AI bias needs to be a key part of Biden’s civil rights agenda (2/11/21)


Despite Scanning Millions of Faces, Feds Caught Zero Imposters at Airports Last Year (2/10/21)

EU’s top privacy regulator urges ban on surveillance-based ad targeting (2/10/21)

[UK] BAILII grants Oxford University unprecedented access to case data for AI analysis in historic agreement (2/10/21)

The computers rejecting your job application (2/8/21)

How Data Can Drive Inequality (2/8/21)

Diversity in AI is awful (2/8/21)

Where Do Vaccine Doses Go, and Who Gets Them? The Algorithms Decide (2/7/21)

Rethinking Gaming: The Ethical Work of Optimization in Web Search Engines (2/7/21)

‘Orwellian’ AI lie detector project challenged in EU court (2/5/21)

UPDATE 1-High-tech lie detector used at Europe borders face scrutiny (2/5/21)
New AI Can Detect Emotion With Radio Waves (2/4/21)

Your iPhone's Adult Content Filter Blocks Anything 'Asian' (2/4/21)

There Are Spying Eyes Everywhere—and Now They Share a Brain (2/4/21)

AI brain drain to Google and pals threatens public sector's ability to moderate machine-learning bias (2/4/21)

The Role Of Bias In Artificial Intelligence (2/4/21)

The AI industry is built on geographic and social inequality, research shows (2/4/21)

21 States Are Now Vetting Unemployment Claims With a ‘Risky’ Facial Recognition System (2/3/21)

U.S. technology company Clearview AI violated Canadian privacy law: report (2/3/21)

“Even if you can do it, should you?” Researchers talk combating bias in artificial intelligence (2/3/21)

[Netherlands] Can algorithms look into a child's future? In Hjørring and Silkeborg, experiments were made on vulnerable children (2/2/21)

[Singapore] Application installed on students' devices does not track personal information: MOE (2/1/21)

Confidence, uncertainty, and trust in AI affect how humans make decisions (2/1/21)

Embracing Diversity Using AI [Infographic] (2/1/21)

Inside a Hot-Button Research Paper: Dr. Emily M. Bender Talks Large Language Models and the Future of AI Ethics (2/1/21)

Here’s a Way to Learn if Facial Recognition Systems Used Your Photos (1/31/21)

Forget user experience. AI must focus on ‘citizen experience’ (1/31/21)

Why some companies are thinking twice about using artificial intelligence (1/31/21)


The Coup We Are Not Talking About (1/29/21)

New Spotify Patent Involves Monitoring Users’ Speech to Recommend Music (1/28/21)

Spotify Secures Horrifying Patent to Monitor Users’ Speech (1/28/21)

Police Say They Can Use Facial Recognition, Despite Bans (1/28/21)

[Greece] Flush with EU funds, Greek police to introduce live face recognition before the summer (1/28/21)

University will stop using controversial remote-testing software following student outcry (1/28/21)

Bumble’s algorithm will now report you for body-shaming (1/28/21)

It’s time to use all of Twitter’s archives to teach AI about bias (1/27/21)

Independent auditors are struggling to hold AI companies accountable (1/26/21)


NJ Transit will test AI-powered face-mask detection (1/25/21)
New Algorithms Could Reduce Racial Disparities in Health Care (1/25/21)

Governance: Companies mature in their use of AI know that it needs guardrails (1/25/21)

[France] Suspended feminist accounts: for once, Twitter admits a real “error” (1/25/21)

[Netherlands] The Dutch Government’s Benefits Scandal Is Rooted in Stigma Against Welfare Recipients  (1/23/21)

AI could make healthcare fairer—by helping us believe what patients say  (1/22/21)

Center for Applied Data Ethics suggests treating AI like a bureaucracy (1/22/21)

[France] In Bercy, a cell of computer scientists to help the State regulate GAFA (1/22/21)

[India] Why Lucknow Police wanting to use AI to ‘read’ distressed expressions of women won’t work (1/21/21)

Democrats urge tech giants to change algorithms that facilitate spread of extremist content (1/21/21)

‘For Some Reason I’m Covered in Blood’: GPT-3 Contains Disturbing Bias Against Muslims (1/21/21)

India’s biometric ID system is eroding the rights of pregnant women (1/21/21)

This App Claims It Can Detect 'Trustworthiness.' It Can't (1/19/21)

FDA publishes Action Plan to regulate AI and ML based products  (1/18/21)

The FTC Forced a Misbehaving A.I. Company to Delete Its Algorithm (1/18/21)

Social-Media Algorithms Rule How We See the World. Good Luck Trying to Stop Them. (1/17/21)

[France] Twitter and Facebook send "dykes" and "queers" to the closet (1/16/21)

Chatbot Gone Awry Starts Conversations About AI Ethics in South Korea (1/16/21)

Using AI to Make Hiring Decisions? Prepare for EEOC Scrutiny (1/15/21)

Facebook uses AI to predict if COVID-19 patients will need more care (1/15/21)

An Algorithm Is Helping a Community Detect Lead Pipes (1/14/21)

Democrats push for AI bias testing (1/14/21)

Why Ethics Matter For Social Media, Silicon Valley And Every Tech Industry Leader (1/14/21)

How explainable artificial intelligence can help humans innovate (1/13/21)

Everalbum, Inc: In first facial recognition misuse settlement, FTC requires destruction of algorithms trained on deceptively obtained photos (1/13/21)

Salesforce researchers release framework to test NLP model robustness (1/13/21)

Flo gets FTC slap for sharing user data when it promised privacy (1/13/21)

[Italy] The Viminal-Guarantor of privacy clash on facial recognition in real time (1/13/21)

Huawei patent mentions use of Uighur-spotting tech (1/12/21)

The Robot Made Me Do It: Human–Robot Interaction and Risk-Taking Behavior (Research Summary) (1/12/21)

The Ethics of Emotion in AI Systems (Research Summary) (1/12/21)

Job Screening Service Halts Facial Analysis of Applicants (1/12/21)

“I Don’t Want Someone to Watch Me While I’m Working”: Gendered Views of Facial Recognition Technology in Workplace Surveillance (Research Summary) (1/12/21)

Facial Recognition Technology Isn’t Good Just Because It’s Used to Arrest Neo-Nazis (1/12/21)

Facial Recognition Technology Has A Bias Problem (1/11/21)

Listening to Black Women: The Innovation Tech Can't Figure Out (1/11/21)

[Netherlands] SyRI coalition to Senate: 'Super SyRI' blueprint for more benefits affairs (1/11/21)

Outlandish Stanford facial recognition study claims there are links between facial features and political orientation (1/11/21)

[S. Korea] CEO says controversial AI chatbot ‘Luda’ will socialize in time (1/11/21)

Algorithms and the coronavirus pandemic  (1/9/21)

New York City Proposes Regulating Algorithms Used in Hiring (1/8/21)

ExamSoft’s proctoring software has a face-detection problem (1/5/21)

[Italy] Court Rules Deliveroo Used 'Discriminatory' Algorithm (1/5/21)

Medicine’s machine learning problem (1/4/21)

Singapore Police May Use Contact Tracing Data for Investigations (1/4/21)

2020 in Review: 10 AI Failures (1/1/21)


Papers and Peer-Reviewed Publications

Racial Bias in Pulse Oximetry Measurement (12/17/20)

Rethinking creative intelligence: comparative psychology and the concept of creativity (12/17/20)

[Switzerland] Smart Criminal Justice (12/10/20)

Invited Talk: You Can’t Escape Hyperparameters and Latent Variables: Machine Learning as a Software Engineering Enterprise (12/7/20)

Ethics and Creativity in Computer Vision (12/6/21)

FAIROD: Fairness-aware Outlier Detection (12/5/20)

Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest (Nov 2020)

Protecting consumers from collusive prices due to AI (11/27/20)

Black Loans Matter: Fighting Bias for AI Fairness in Lending (11/27/20)

Automation, work and the achievement gap (11/23/20)

Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing (11/21/20)

Training Ethically Responsible AI Researchers: a Case Study (11/20/20)

The ethical questions that haunt facial-recognition research (11/18/20)

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty (11/15/20)

How to Measure Gender Bias in Machine Translation: Optimal Translators, Multiple Reference Points (11/12/20)

We need to talk about deception in social robotics! (11/11/20)

Redistribution and Rekognition: A Feminist Critique of Algorithmic Fairness (11/7/20)

"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness (10/30/20)

Recipes for Safety in Open-domain Chatbots (10/22/20)

The “black box” at work (10/19/20)

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI (10/15/20)

Exchanging Lessons Between Algorithmic Fairness and Domain Generalization (10/14/20)

The Ethics of Emotion in AI Systems (10/8/20)

Brave: what it means to be an AI Ethicist (10/6/20)

You cannot have AI ethics without ethics (10/6/20)

CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models (9/30/20)

REAL TOXICITY PROMPTS: Evaluating Neural Toxic Degeneration in Language Models (9/25/20)

Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control (9/18/20)

On the Fairness of 'Fake' Data in Legal AI (9/10/20)

Respect for Human Autonomy in Recommender Systems (9/5/20)

Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance (9/2/20)

Gender Stereotype Reinforcement: Measuring the Gender Bias Conveyed by Ranking Algorithms (9/2/20)

Explainability Case Studies (9/1/20)

Ethical behavior in humans and machines -- Evaluating training data quality for beneficial machine learning (8/26/20)

When does an ethical attribute matter for product evaluation? The role of warm-glow feelings for low-rated products (8/25/20)

The ethnographer and the algorithm: beyond the black box (8/15/20)

Compounding Injustice: The Cascading Effect of Algorithmic Bias in Risk Assessments (8/11/20)

Discovering and Categorising Language Biases in Reddit∗ (8/6/20)

AI-enabled future crime (8/5/22)

The ‘uberization of policing’? How police negotiate and operationalise predictive policing technology (8/4/20)

What are you optimizing for? Aligning Recommender Systems with Human Values (2020)

Participation is not a Design Fix for Machine Learning (8/1/20)

A shallow defence of a technocracy of artificial intelligence: Examining the political harms of algorithmic governance in the domain of government (Aug 2020)

From pool to profile: Social consequences of algorithmic prediction in insurance (7/30/20)

Artificial Intelligence and Inequality in the Middle East: The Political Economy of Inclusion (7/20/20)

Emerging challenges in AI and the need for AI ethics education (7/15/20)

Green Algorithms: Quantifying the carbon footprint of computation (7/15/20)

What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models (7/13/20)

Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (7/12/20)

Machine Learning Explainability for External Stakeholders (7/10/20)

What Are People Doing About XAI User Experience? A Survey on AI Explainability Research and Practice (7/10/20)

Beyond Accuracy: Behavioral Testing of NLP Models with CheckList (July 2020)

​​Risk and Trust Perceptions of the Public of Artificial Intelligence Applications (July 2020)

Social Bias Frames: Reasoning about Social and Power Implications of Language (July 2020)

AI and the Global South: Designing for Other Worlds (July 2020)

The Current State of Industrial Practice in Artificial Intelligence Ethics (Jul-Aug 2020)

Artificial Intelligence and Inequality in the Middle East: The Political Economy of Inclusion (Jul 2020)

Don’t ask if artificial intelligence is good or fair, ask how it shifts power (7/7/20)

Speech Recognition Tech Is Yet Another Example of Bias (7/5/20)

Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? (7/5/20)

The Ethics of Algorithms: Key Problems and Solutions (July 2020)

Artificial intelligence in a crisis needs ethics with urgency (July 2020)

Poisoning Attacks on Algorithmic Fairness (6/26/20)

Biased Programmers? Or Biased Data? A Field Experiment in Operationalizing AI Ethics (6/24/20)

Fairness without Demographics through Adversarially Reweighted Learning (6/23/20)

Where Responsible AI meets Reality: Practitioner Perspectives on Enablers for shifting Organizational Practices (6/22/20)

Algorithmic Bias: On the Implicit Biases of Social Technology (6/20/21)

Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms (6/17/20)

The Chinese approach to artificial intelligence: an analysis of policy, ethics, and regulation (6/17/20)

Mind the app -- Considerations on the ethical risks of COVID-19 apps (6/13/20)

Getting a clue: A method for explaining uncertainty estimates (6/11/20)

In AI We Trust: Ethics, Artificial Intelligence, and Reliability (6/10/20)

The Elephant in the Machine: Proposing a New Metric of Data Reliability and its Application to a Medical Case to Assess Classification Reliability (6/10/20)

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis (6/9/20)

Fairness Under Feature Exemptions: Counterfactual and Observational Measures (6/4/20)

A survey on adversarial attacks and defences (6/4/20)

Understanding the Essence of Artificial Intelligence: Towards Ecological Safety of AI in Human Society (Jun 2020)

Trust and Pediatric Exoskeletons: A Comparative Study of Clinician and Parental Perspectives (Jun 2020)

Fairness, Equality, and Power in Algorithmic Decision-Making (preprint)

Language (Technology) is Power: A Critical Survey of "Bias" in NLP (5/28/20)

Applying a principle of explicability to AI research in Africa: should we do it? (5/11/20)

IEEE 7010: A New Standard for Assessing the Well-being Implications of Artificial Intelligence (5/7/20)

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation (5/3/20)

Social Biases in NLP Models as Barriers for Persons with Disabilities (5/2/20)

Multi-Dimensional Gender Bias Classification (5/1/20)

Politeness Transfer: A Tag and Generate Approach (5/1/20)

Ethics and governance for digital disease surveillance (May 2020)

A Snapshot of the Frontiers of Fairness in Machine Learning (May 2020)

Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding (4/30/20)

The Politics of Adversarial Machine Learning (4/26/20)

Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI (4/25/20)

Interpreting  Interpretability:  Understanding  Data  Scientists’ Use  of  Interpretability  Tools  for  Machine  Learning (4/25/20)

Learning to Diversify from Human Judgments: Research Directions and Open Challenges (4/25/20)

A Human in the Loop is Not Enough: The Need for Human-Subject Experiments in Facial Recognition (4/25/20)

Interpreting Interpretability: Understanding Data Scientists’ Use of Interpretability Tools for Machine Learning (4/25/20)

Trustworthiness of Artificial Intelligence (4/23/20)

StereoSet measures racism, sexism, and other forms of bias in AI language models (4/22/20)

Face Recognition: Too Bias, or Not Too Bias? (4/21/20)

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims (4/15/20)

Research Collection: Research Supporting Responsible AI (4/13/20)

Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem (4/9/20)

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal (4/7/20)

Measuring the predictability of life outcomes with a scientific mass collaboration (3/30/20)

AI in the headlines: the portrayal of the ethical issues of artificial intelligence in the media (3/29/20)

Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies (3/25/20)

Racial disparities in automated speech recognition (3/23/20)

Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning (3/15/20)

What Do We Teach When We Teach Tech Ethics? A Syllabi Analysis (3/11/20)

When AI Ethics Goes Astray: A Case Study of Autonomous Vehicles (2/28/20)

Recommender Systems and their Ethical Challenges (2/27/20)

No computation without representation: Avoiding data and algorithm biases through diversity (2/26/20)

Informed Consent and Medical Artificial Intelligence: What to Tell the Patient? (2/26/20)

Why faces don’t always tell the truth about feelings (2/26/20)

Measuring Social Biases in Grounded Vision and Language Embeddings (2/20/20)

Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News (2/19/20)

Facial emotion recognition using convolutional neural networks (FERC) (2/18/20)

Learning the difference that makes a difference with counterfactually-augment data (2/14/20)

Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI (2/14/20)

A Hierarchy of Limitations in Machine Learning (2/12/20)

Diversity and Inclusion Metrics in Subset Selection (2/9/20)

Hazard Contribution Modes of Machine Learning Components (2/7/20)

Joint Optimization of AI Fairness and Utility: A Human-Centered Approach (2/5/20)

A Picture Paints a Thousand Lies? The Effects and Mechanisms of Multimodal Disinformation and Rebuttals Disseminated via Social Media (2/5/20)

The Ethics of AI Ethics: An Evaluation of Guidelines (2/1/20)

Deontological Ethics By Monotonicity Shape Constraints (1/31/20)

From Ethics Washing to Ethics Bashing: A View on Tech Ethics from Within Moral Philosophy (1/29/20)

AI Isn’t a Solution to All Our Problems (1/24/20)

The Explanation Game: A Formal Framework for Interpretable Machine Learning (1/17/20)

Robot Rights? Let's Talk about Human Welfare Instead (1/14/20)

Algorithmic Fairness from a Non-ideal Perspective (1/9/20)

Toward Situated Interventions for Algorithmic Equity: Lessons from the Field (Jan 2020)

Reducing sentiment polarity for demographic attributes in word embeddings using adversarial learning (Jan 2020)

“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning (Jan 2020)

Whose side are ethics codes on?: power, responsibility and the social good (Jan 2020)

Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure (Jan 2020)

Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing (Jan 2020)

Fairness and utilization in allocating resources with uncertain demand (Jan 2020)

The ethics of artificial intelligence through the lens of Ubuntu (2020)

Against Interpretability: a Critical Examination of the Interpretability Problem in Machine Learning (2020)

Government, NGO, and expert publications

Algorithmic Justice for All. (12/26/20)
Crucial Yet Overlooked: Why We Must Reconcile Legal and Technical Approaches to Algorithmic Bias (12/17/20)

Landmark artificial intelligence legislation advances toward becoming law (12/16/20)

How Many Jobs Will AI Destroy? As Many As We Tell It To. (12/16/20)

Creating Trustworthy AI (12/15/20)

[Norway] Sandbox For Responsible Artificial Intelligence (12/14/20)

WEF: Responsible Limits on Facial Recognition Use Case: Flow Management (12/14/20)

In AI ethics, “bad” isn’t good enough (12/14/20)

The ethics of artificial intelligence (12/10/20)

Why people may not trust your AI, and how to fix it (12/8/20)

What the AI Community Can Learn From Sneezing Ferrets and a Mutant Virus Debate (12/8/20)

The tech industry needs regulation for its systemically important companies (12/8/20)

Hong Qu: Shining a Headlight on AI Blindspots (12/3/20)

Report – Algorithm-driven Hiring Tools: Innovative Recruitment or Expedited Disability Discrimination? (12/3/20)

When Algorithmic Fairness Fixes Fail: The Case for Keeping Humans in the Loop (12/2/20)

How News Organizations Use Algorithms to Decide What to Show You (12/1/20)

Can AI Fairly Decide Who Gets an Organ Transplant? (12/1/20)

Chatbots RESET: A Framework for Governing Responsible Use of Conversational AI in Healthcare (Dec 2020)

How AI bots and voice assistants reinforce gender bias (11/23/20)

Corsight AI launches real-time facial recognition that identifies masked faces (11/17/20)

Google AI Blog: Mitigating Unfair Bias in ML Models with the MinDiff Framework (11/16/20)

Māori Perspectives on Trust and Automated Decision-Making (11/13/20)

Retooling AI: Algorithm Bias and the Struggle to Do No Harm (11/10/20)

A Legal Approach to “Affirmative Algorithms” (11/9/20)



Stanford HAI Policy Brief: Domain Shift and Emerging Questions in Facial Recognition Technology (Nov 2020)

Stanford HAI Policy Brief: Preparing for the Age of Deepfakes and Disinformation (Nov 2020)

Root Out Bias at Every Stage of Your AI-Development Process (10/30/20)

Spanish police plan to extend use of its lie-detector while efficacy is unclear (10/27/20)

Racial Discrimination in Face Recognition Technology (10/24/20)

HBR: When Do We Trust AI’s Recommendations More Than People’s? (10/16/20)

How to use AI hiring tools to reduce bias in recruiting (10/13/20)

Men drive trucks, women raise children - discriminatory gender targeting through Facebook (10/11/20)

The Short Anthropological Guide to the Study of Ethical AI (10/10/20)

Staying ahead of the curve – The business case for responsible AI (10/8/20)

Understanding bias in facial recognition technologies (10/5/20)

Net worthy: How to get budget and buy-in for tech ethics (and other forms of responsible business) (Oct 2020)

Stanford HAI Policy Brief: Toward Fairness in Health Care Training Data (Oct 2020)

HBR: Automated Hardship: How the Tech-Driven Overhaul of the UK’s Social Security System Worsens Poverty (9/29/20)

NEC and The Face Recognition Company each upgrade biometric systems accuracy for masked faces (9/24/21)

POVERTY LAWGORITHMS: A Poverty Lawyer’s Guide to Fighting Automated Decision-Making Harms on Low-Income Communities (9/15/20)

AI ethics groups are repeating one of society’s classic mistakes (9/14/20)

AI’s Promise and Peril for the U.S. Government [Stanford HAI] (Sept 2020)

Framework for Promoting Workforce Well-being in the AI-Integrated Workplace (8/27/20)

Blockchain, the amazing solution for almost nothing (8/21/20)

We put a stop to the A Level grading algorithm! (8/17/20)

GAO Facial Recognition Technology: Privacy and Accuracy Issues Related to Commercial Uses (8/11/20)

Risks of Discrimination through the Use of Algorithms [German Federal Anti-Discrimination Agency] (8/7/20)

NIST: Four Principles of Explainable Artificial Intelligence (Aug 2020)

BMM Privacy Bot: Tool to anonymize BLM protesters

Redesigning Data Privacy: Reimagining Notice & Consent for human technology interaction (7/30/20)

Report: Bridging AI’s trust gaps: Aligning policymakers and companies (The Future Society) (7/22/20)

Assessment List for Trustworthy Artificial Intelligence (ALTAI) for self-assessment (7/17/20)

Environmental Intelligence: Applications of AI to Climate Change, Sustainability, and Environmental Health (7/16/20)

Reducing bias in AI-based financial services (7/10/20)

Facebook’s Civil Rights Audit – Final Report (7/8/20)

Deepfakes and Synthetic Media in the Financial System: Assessing Threat Scenarios (7/8/20)

AI Watch: Artificial Intelligence in public services (July 2020)


The Impact of Artificial Intelligence on Human Rights, Democracy and the Rule of Law: Ad Hoc Committee on Artificial Intelligence (6/24/20)

A call for a critical look at the metrics for success in the evaluation of AI (6/17/20)


[EU] The impact of the General Data Protection Regulation (GDPR) on artificial intelligence (June 2020)


AI Bias Problem Needs More Academic Rigor, Less Hype (5/24/21)

When AI Writes Your Email (5/6/20)


Artificial Intelligence for Social Good in Latin America and the Caribbean: The Regional Landscape and 12 Country Snapshots (May 2020)

Is AI trustworthy enough to help us fight COVID-19? (5/1/20)

Examining the Black Box: Tools for assessing algorithmic systems (4/29/21)

A Scalable Approach to Reducing Gender Bias in Google Translate (4/22/20)

How to create a trustworthy COVID-19 tracking technology (4/20/20)

Aligning AI to Human Values means Picking the Right Metrics (4/15/20)

AI and Marketing: Why We Need to Ask Ethical Questions (4/15/20)

Measuring the predictability of life outcomes with a scientific mass collaboration (4/14/20)

Statement Regarding the Ethical Implementation of Artificial Intelligence Systems (AIS) for Addressing the COVID-19 Pandemic (April 2020)

Interpretability [Cloudera Fast Forward Report] (Apr 2020)

FTC: Using Artificial Intelligence and Algorithms (4/8/20)

From Principles to Practice An interdisciplinary framework to operationalise AI ethics (4/2/20)

The DoD AI Ethical Principles: Shifting From Principles to Practice (4/1/20)

Consequentialism and Machine Ethics – Towards a Foundational Machine Ethic to Ensure the Ethical Conduct of Artificial Moral Agents (3/31/20)

AI is transforming society. Here’s what we can do to make sure it prioritizes human needs. (3/27/20)

To Prevent Algorithmic Bias, Legal and Technical Definitions around Algorithmic Fairness Must Align (3/23/20)

Digital Commerce, AI, and Constraining Consumer Choice (3/19/20)

Mapping coronavirus, responsibly (2/25/20)

Algorithm Groups People More Fairly to Reduce AI Bias (2/12/20)

Protecting privacy in an AI-driven world (2/10/20)

ML-fairness-gym: A Tool for Exploring Long-Term Impacts of Machine Learning Systems (2/5/20)

The measure and mismeasure of fairness: a critical review of fair machine learning (2/3/20)

Bringing Facial Recognition Systems To Light (Feb 2020)

Artificial Intelligence in the Asia-Pacific Region: Examining policies and strategies to maximise AI readiness and adoption (Feb 2020)

IBM: Precision Regulation for Artificial Intelligence (1/21/20)

Black-Boxed Politics:Opacity is a Choice in AI Systems (1/17/20)

What do we teach when we teach tech & AI ethics? (1/17/20)

How businesses can create an ethical culture in the age of tech (1/7/20)

Artificial Intelligence Principles For Vulnerable Populations in Humanitarian Contexts (Jan 2020)

Excavating AI: The Politics of Images in Machine Learning Training Sets (Jan 2020)

2020 Survey of Artificial General Intelligence Projects for Ethics, Risk, and Policy (2020)

[EU] Robustness and Explainability of Artificial Intelligence (2020)

Learning from the past to create Responsible AI (evergreen)

Unregulated facial recognition must stop before more Black men are wrongfully arrested (12/31/20)

In 2020, COVID-19 derailed the privacy debate in the U.S (12/29/20)

Why 2020 was a pivotal, contradictory year for facial recognition (12/29/20)

Researchers find race, gender, and style biases in art-generating AI systems (12/28/20)

AI jobs in 2021: here are some key trends (12/28/20)

AI research survey finds machine learning needs a culture change (12/26/20)

He spent 10 days in jail after facial recognition software led to the arrest of the wrong man, lawsuit says (12/28/20)

Algorithms are deciding who gets the first vaccines. Should we trust them? (12/23/20)

Dozens sue Amazon's Ring after camera hack leads to threats and racial slurs (12/23/20)

Pulse Oximeter Devices Have Higher Error Rate in Black Patients (12/22/20)

This is the Stanford vaccine algorithm that left out frontline doctors (12/21/20)

How to create space for ethics in AI (12/19/20)

Stanford Apologizes After Vaccine Allocation Leaves Out Nearly All Medical Residents (12/18/20)

Pôle emploi makes it much too easy for anyone to obtain French CVs (12/17/20)

From whistleblower laws to unions: How Google’s AI ethics meltdown could shape policy (12/16/20)

[Canada] Use of surveillance software to crack down on exam cheating has unintended consequences (12/16/20)

Researchers describe profound complexity of biometrics ethics puzzle (12/15/20)


Surveillance companies are using mobile ads to obtain scarily accurate location data (12/11/20)

AI needs to face up to its invisible-worker problem (12/11/20)

Sci-fi surveillance: Europe's secretive push into biometric technology (12/10/20)

How our data encodes systematic racism (12/10/20)

Study finds crime-predicting judicial tool exhibits gender bias (12/10/20)

Study finds diversity in data science teams is key in reducing algorithmic bias (12/9/20)

IBM announces new AI language, explainability, and automation services (12/9/20)

Amazon Web Services launches new tool to detect bias and blind spots in machine learning (12/8/21)

Uni revealed it killed off its PhD-applicant screening AI – just as its inventors gave a lecture about the tech (12/8/20)

Huawei tested AI software that could recognize Uighur minorities and alert police, report says (12/8/20)

You can buy a robot to keep your lonely grandparents company. Should you? (12/8/20)

Artificial Intelligence Is An Amazing Disruptor, But Has A Major Impact On Unskilled Workers (12/8/20)

Surprise, surprise: AI cameras sold to schools in New York struggle with people of color and are full of false positives (12/7/20)

How banks use AI to catch criminals and detect bias (12/7/20)

We can reduce gender bias in natural-language AI, but it will take a lot more work (12/6/20)

The coming war on the hidden algorithms that trap people in poverty (12/4/20)

Health algorithms discriminate against Black patients, also in Switzerland (12/4/20)

[France] The Interior strengthens the possibilities of political identification (12/4/20)

Study shows how AI exacerbates recruitment bias against women (12/2/20)

Microsoft apologises for feature criticised as workplace surveillance (12/2/20)

How The Department Of Defense Approaches Ethical AI (11/29/20)

Ethical AI isn’t the same as trustworthy AI, and that matters (11/28/20)

[UK] The Covid data spies paid to know ALL your secrets: Town halls harvest millions of highly personal details including if you're being unfaithful or having unsafe sex (11/27/20)

Uganda is using Huawei’s facial recognition tech to crack down on dissent after anti-government protests (11/27/20)

Who will your algorithm harm next? Why businesses need to start thinking about evil AI now  (11/26/20)

To Weed Out Data Bias, Hire More Black Analysts (11/24/20)

Can an Algorithm Prevent Suicide? (11/23/20)

[France] French tax authority pushes for automated controls despite mixed results (11/23/20)

The UK Government Isn't Being Transparent About Its Palantir Contracts (11/23/20)

China’s Surveillance State Sucks Up Data. U.S. Tech Is Key to Sorting It. (11/22/20)

Watch: Facial recognition at Dubai Metro stations to identify wanted criminals (11/22/20)

Can We Make Our Robots Less Biased Than We Are? (11/22/20)

Hundreds of Facebook moderators complain: AI content moderation isn't working and we're paying for it (11/21/20)

New York City wants to restrict artificial intelligence in hiring (11/20/20)

These Algorithms Could Bring an End to the World’s Deadliest Killer (11/20/20)

Facebook’s latest efforts to combat hate speech aren’t enough, ADL says (11/20/20)

When AI Sees a Man, It Thinks 'Official.' A Woman? 'Smile' (11/19/20)

Facebook’s A.I. is getting better at finding malicious content—but it won’t solve the company’s problems (11/19/20)

Banks turn to AI as regulators press for Libor exit (11/19/20)

Zest AI Joins Forces With Freddie Mac to Help Make Homeownership Possible for More Americans  (11/19/20)

When AI Systems Fail: Introducing the AI Incident Database (11/18/20)

The way we train AI is fundamentally flawed (11/18/20)

How regulators can get facial recognition technology right (11/17/20)

Health Care AI Systems Are Biased (11/17/20)

Online exams raise concerns of racial bias in facial recognition (11/17/20)

[Australia] Robodebt class action: Coalition agrees to pay $1.2bn to settle lawsuit (11/16/20)

Activists urge EU to ban live facial recognition in public spaces (11/12/20)

‘Coded Bias’ Review: When the Bots Are Racist (11/11/20)

Why AI can’t move forward without diversity, equity, and inclusion (11/12/20)

Equitable tech: AI-enabled platform to reduce bias in datasets released (11/11/20)

AI research finds a ‘compute divide’ concentrates power and accelerates inequality in the era of deep learning (11/11/20)

“Data Trusts” Could Be the Key to Better AI (11/10/20)

The US Government Will Pay Doctors to Use These AI Algorithms (11/10/20)

A Lack of Diverse Data Is Hurting Healthcare AI. Here’s How. (11/9/20)

Face for sale: Leaks and lawsuits blight Russia facial recognition (11/9/20)

How artificial intelligence may be making you buy things (11/9/20)

Pope urges Catholics to pray that AI does not widen inequality (11/7/20)

How IBM Is Working Toward a Fairer AI (11/5/20)

Proctorio used DMCA to take down a student’s critical tweets (11/5/20)

Artificial intelligence is making the beauty industry work for everyone (11/4/20)

When AI Says, 'You’re Fired' (11/4/20)

Portland, Maine has voted to ban facial recognition (11/4/20)

Police Will Pilot a Program to Live-Stream Amazon Ring Cameras (11/3/20)

How the Police Use AI to Track and Identify You (11/3/20)

California’s Prop 25 would replace cash bail with algorithms, but questions around fairness and transparency remain (11/3/20)

Schools Adopt Face Recognition in the Name of Fighting Covid (11/3/20)

Artificial Intelligence in healthcare is racist (11/2/20)

When Algorithms Infer Pregnancy or Other Sensitive Information About People (11/2/20)

Fairness Definitions Explained (Research Summary) (11/2/20)

Big tech’s ‘blackbox’ algorithms face regulatory oversight under EU plan (10/30/20)

Trump faces executive order lawsuit as critical race theory fuels AI research (10/29/20)

The AI Company Helping the Pentagon Assess Disinfo Campaigns (10/28/20)

Nearly half of councils in Great Britain use algorithms to help make claims decisions (10/28/20)

Uber Is Getting Sued Over Its Allegedly Racist Ratings System (10/27/20)

Why Getting Paid for Your Data Is a Bad Deal (10/26/20)

Uber Drivers Launch Legal Action Over ‘Robo-Firing’ By Algorithm (10/26/20)

How an Algorithm Blocked Kidney Transplants to Black Patient (10/26/20)

AI bias: blame the workman, not his tools (10/26/20)

Surveillance Startup Used Own Cameras to Harass Coworkers (10/26/20)

How the Racism Baked Into Technology Hurts Teens (10/24/20)

How to make a chatbot that isn’t racist or sexist (10/23/20)

AI Weekly: Constructive ways to take power back from Big Tech (10/23/20)

The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research (10/22/20)

AI researchers urge tech to go beyond scale to address systemic social issues (10/22/20)

Putting Responsible AI Into Practice (10/22/20)

Algorithms Are Making Economic Inequality Worse (10/22/20)

The true dangers of AI are closer than we think (10/21/20)

Activists Turn Facial Recognition Tools Against the Police (10/21/20)


Facial recognition datasets are being widely used despite being taken down due to ethical concerns. Here’s how. (10/21/20)

White House Nears New Rules on Artificial Intelligence (10/21/20)

Salesforce’s Simulation Cards spell out uses, risks, and bias to make AI models more transparent (10/20/20)

Photoshop’s AI neural filters can tweak age and expression with a few clicks (10/20/20)

AI Fairness Isn't Just an Ethical Issue (10/20/20)

Singapore releases AI ethics, governance reference guide (10/16/20)

UK passport photo checker shows bias against dark-skinned women (10/16/20)

The real promise of synthetic data (10/16/20)

BMW develops AI ethics code for its cars (10/16/20)

A practical guide to building ethical AI (10/15/20)

AI for good: A better, more inclusive future of work (10/15/20)

Six ways machine learning threatens social justice (10/15/20)

‘Machines set loose to slaughter’: the dangerous rise of military AI (10/15/20)

The case for taking AI seriously as a threat to humanity (Updated) (10/15/20)

AI Reads Human Emotions. Should it? (10/14/20)

Politicians have made an algorithm to fix the housing crisis. It’s bad (10/14/20)

Which Company Uses the Most of Your Data? (10/14/20)

From a small town in North Carolina to big-city hospitals, how software infuses racism into U.S. health care (10/13/20)

When AI hurts people, who is held responsible? (10/12/20)

Shrinking the ‘data desert’: Inside efforts to make AI systems more inclusive of people with disabilities (10/12/20)

AI Can Help Diagnose Some Illnesses—If Your Country Is Rich (10/11/20)

Toddlers Are Being Scooped Up in Buenos Aires’ Live Facial Recognition Dragnet (10/9/20)

UK passport photo checker shows bias against dark-skinned women (10/7/20)

The biggest barrier to humane, ethical AI: Capitalism itself (10/5/20)

Facial Recognition, Racial Recognition and the Clear and Present Issues with AI Bias (10/5/20)

Twitter vows to fix bias image cropping issue (10/2/20)

AI and ethics: One-third of executives are not aware of potential AI bias (10/2/20)

6 big ethical questions about the future of AI (Oct 2020)

A Facial Action Coding system to explain what women are thinking? You could just ask (9/30/20)

How not to build a biased algorithm (9/30/20)

Alexa, do I have COVID-19? (9/30/20)

The True Impact of Sexist and Racist Bias in Algorithms (9/29/20)

ExamSoft’s remote bar exam sparks privacy and facial recognition concerns (9/29/20)

Netherlands: End dangerous mass surveillance policing experiments (9/29/20)

Our goal shouldn’t be to build merely ‘trustworthy’ AI (9/28/20)

Amsterdam and Helsinki launch algorithm registries to bring transparency to public deployments of AI (9/28/20)

AI Democratization in the Era of GPT-3 (9/25/20)

'I'm extremely controversial': the psychologist rethinking human emotion (9/25/20)

Students Are Pushing Back Against Proctoring Surveillance Apps (9/25/20)

How close is AI to decoding our emotions? (9/24/20)

Amazon is embracing surveillance-as-a-service (9/24/20)

GPT-3’s bigotry is exactly why devs shouldn’t use the internet to train AI (9/24/20)

A controversial photo editing app slammed for AI-enabled 'blackface' feature (9/24/20)

Locked Out: Can Algorithms Violate Fair Housing Laws? (9/24/20)

Regulating biometrics: Taking stock of a rapidly changing landscape (9/23/20)

The geographic bias in medical AI tools (9/23/20)

Can ethics classes actually influence students' moral behavior? (9/23/20)

To Clean Up Comments, Let AI Tell Users Their Words Are Trash (9/22/20)

To Make Fairer AI, Physicists Peer Inside Its Black Box (9/22/20)

Another reminder that bias, testing, diversity is needed in machine learning: Twitter's image-crop AI may favor white men, women's chests (9/21/20)

Twitter and Zoom’s algorithmic bias issues (9/21/20)

Twitter apologises for 'racist' image-cropping algorithm (9/21/20)

Diversity in AI: The Invisible Men and Women (9/21/20)

Portland’s Face-Recognition Ban Is a New Twist on ‘Smart Cities’ (9/21/20)

Twitter is looking into why its photo preview appears to favor white faces over Black faces (9/20/20)

Algorithms may never really figure us out — thank goodness (9/20/20)

Is an Algorithm Less Racist Than a Loan Officer? (9/18/20)

Facebook Testing Implications of Privacy-Invading Tech By Invading People’s Privacy (9/18/20)

Cutting-edge language models can produce convincing misinformation if we don’t stop them (9/18/20)

Fake Data Could Help Solve Machine Learning’s Bias Problem—if We Let It (9/17/20)

Unethical AI unfairly impacts protected classes - and everybody else as well (9/16/20)

Ethical Tech Starts With Addressing Ethical Debt (9/16/20)

Where is the accountability for AI ethics gatekeepers? (9/15/20)

AI researchers devise failure detection method for safety-critical machine learning (9/15/20)

AI ethics groups are repeating one of society’s classic mistakes (9/14/20)

How Algorithms Can Fight Bias Instead of Entrench It (9/14/20)

Why the AI industry urgently needs more uncomfortable conversations about BAME representation (9/14/20)

New standards for AI clinical trials will help spot snake oil and hype (9/11/20)

Could you live here? Decades-old redlining still shapes San Diego's neighborhoods today, advocates say (9/11/20)

Portland passes broadest facial recognition ban in the US (9/9/20)

Portland Passes Groundbreaking Ban on Facial Recognition in Stores, Banks, Restaurants and More (9/9/20)

Mutant Algorithms Are Coming for Your Education (9/8/20)

When Algorithms Give Real Students Imaginary Grades (9/8/20)

Here are the biased algorithms the UK government uses to make high-level decisions (9/7/20)

From viral conspiracies to exam fiascos, algorithms come with serious side effects (9/6/20)

Facebook AI open-sources Opacus, a new high-speed library for training PyTorch models with differential privacy (DP) (9/6/20)

Pasco’s sheriff created a futuristic program to stop crime before it happens: It monitors and harasses families across the county. (9/3/20)

What Does Building a Fair AI Really Entail? (9/3/20)

Racial biases infect artificial intelligence (9/2/20)

Biometrics Have Crept Into Humanitarian Aid, But the Systems May Disadvantage Women Who Need Help Most  (9/2/20)

Microsoft launches a deepfake detector ahead of US election (9/2/20)
Bodies into Bits (8/31/20)

In a pandemic of loneliness, people talk to chatbots (8/29/20)

Google Offers to Help Others With the Tricky Ethics of AI (8/28/20)

Rooting out racism in AI systems -- there's no time to lose (8/28/20)

Facebook’s discriminatory ad targeting illustrates the dangers of biased algorithms (8/28/20)

PopID’s face-based payments pose privacy and security risks (8/27/20)

The utopian promise and dystopian potential of real-time detection of police, fire, and medical emergencies (8/27/20)

Participation-washing could be the next dangerous fad in machine learning (8/25/20)

Does Facebook Still Sell DiscriminatoryAds? (8/25/20)

LinkedIn open-sources toolkit to measure AI model fairness (8/25/20)

Councils scrapping use of algorithms in benefit and welfare decisions (8/24/20)

The term ‘ethical AI’ is finally starting to mean something (8/23/20)

Algorithms can drive inequality. Just look at Britain's school exam chaos (8/23/20)

Best Practices for Indigenous Keywording for Stock Images (8/20/20)

Indonesia National AI Strategy published this month (8/20/20)

Why 'Ditch the algorithm' is the future of political protest (8/19/20)

INSIGHT: Facial Recognition Is a Threat to People of Color (8/18/20)

Too many AI researchers think real-world problems are not relevant (8/18/20)

Does technology increase the problem of racism and discrimination? (8/17/20)

An A.I. Training Tool Has Been Passing Its Bias to Algorithms for Almost Two Decades (8/17/20)

Governments have collected large amounts of data to fight the coronavirus. That’s raising privacy concerns (8/17/20)

Inbuilt biases and the problem of algorithms (8/17/20)

Facebook algorithm found to 'actively promote' Holocaust denial (8/16/20)

Human Rights Commission warns government over 'dangerous' use of AI (8/15/20)

U.K. Regulator Issues Data Guidance for Companies Working With AI (8/14/20)

Horrific AI surveillance experiment uses convicted felons as human guinea pigs (8/14/20)

Problematic study on Indiana parolees seeks to predict recidivism with AI (8/14/20)

NYPD Used Facial Recognition Technology In Siege Of Black Lives Matter Activist’s Apartment (8/14/20)

Facebook’s AI for detecting hate speech is facing its biggest challenge yet (8/14/20)
The Quiet Growth of Race-Detection Software Sparks Concerns Over Bias (8/14/20)

Governments should close the AI trust gap with businesses (8/13/20)

The pandemic is speeding up automation, putting jobs in question (8/11/20)

Ethics Is More Important than Technology (8/10/20)


Research summary: Mass Incarceration and the Future of AI (8/9/20)

Researchers quantify bias in Reddit content sometimes used to train AI (8/7/20)

Hypotenuse AI wants to take the strain out of copywriting for e-commerce (8/7/20)

Can language models learn morality? (8/7/20)

AI Project Failure Rates Near 50%, But It Doesn’t Have to Be That Way, Say Experts (8/7/20)

Here are a few ways GPT3 can go wrong (8/7/20)

Software that monitors students during tests perpetuates inequality and violates their privacy (8/7/20)

AI models need to be ‘interpretable’ rather than just ‘explainable’ (8/6/20)

Researchers discover evidence of gender bias in major computer vision APIs (8/6/20)

Researchers say ‘The Whiteness of AI’ in pop culture erases people of color (8/6/20)

Police built an AI to predict violent crime. It was seriously flawed (8/6/20)

Explainable AI: A guide for making black box machine learning models explainable (8/6/20)

How a Popular Medical Device Encodes Racial Bias (8/5/20)

Evil AI: These are the 20 most dangerous crimes that artificial intelligence will create (8/5/20)

Can Artificial Intelligence Help Increase Diversity in IT? (8/5/20)

Meet the computer scientist and activist who got Big Tech to stand down (8/4/20)

New Zealand Has a Radical Idea for Fighting Algorithmic Bias: Transparency (8/4/20)

Cloak your photos with this AI privacy tool to fool facial recognition (8/4/20)

Home Office to scrap 'racist algorithm' for UK visa applicants (8/4/20)

The problem of underrepresented languages snowballs from data sets to NLP models (8/4/20)

On Diversity, Silicon Valley Failed to Think Different (8/3/20)

Why artificial intelligence models are often biased, according to the Google exec who heads Alphabet's internal tech incubator Jigsaw (8/3/20)

AI is struggling to adjust to 2020 (8/2/20)

The 6 unholy AI systems thou shalt not develop (7/31/20)

The problems AI has today go back centuries (7/31/20)

Researchers examine the ethical implications of AI in surgical settings (7/31/20)

AI-powered tool aims to help reduce bias and racially charged language on websites (7/30/20)


Over Half of Americans Do Not Trust Companies to Ethically Collect, Use or Sell Personal Data (7/29/20)

Google releases Model Card Toolkit to promote AI model transparency (7/29/20)

Service that uses AI to identify gender based on names looks incredibly biased (7/29/20)

Power, Harms, and Data (7/28/20)

Rite Aid deployed facial recognition systems in hundreds of U.S. stores (7/28/20)

Even Google CEO Sundar Pichai agrees that it is imperative to embed ethics into AI (7/27/20)

Researchers find evidence of bias in facial expression data sets (7/25/20)

Here’s why AI didn’t save us from COVID-19 (7/24/20)

Four Steps for Drafting an Ethical Data Practice Blueprint (7/24/20)

An AI hiring firm says it can predict job hopping based on your interviews (7/24/20)

An online image database will remove 600,000 pictures after an art project revealed the system’s racist bias. (9/24/20)

AI says men are lazy (7/24/20)

Google Ad Portal Equated “Black Girls” with Porn (7/23/20)

Facebook ignored racial bias research, employees say (7/23/20)

AI system detects posts by foreign ‘trolls’ on Facebook and Twitter (7/22/20)

Blind to black people (7/21/20)

Dermatology faces a reckoning: Lack of darker skin in textbooks and journals harms care for patients of color (7/21/20)

Facebook Creates Teams to Study Racial Bias, After Previously Limiting Such Efforts (7/21/20)

Clients loved this designer’s work. Turns out, he was an AI (7/20/20)

Tackling the misinformation epidemic with “In Event of Moon Disaster” (7/20/20)

Why Hundreds of Mathematicians Are Boycotting Predictive Policing (7/20/20)


Predictive policing algorithms are racist. They need to be dismantled. (7/17/20)

This grading algorithm is failing students (7/16/20)

An Ethics Guide for Tech Gets Rewritten With Workers in Mind (7/15/21)

MIT researchers find ‘systematic’ shortcomings in ImageNet data set (7/15/20)

Deepfake used to attack activist couple shows new disinformation frontier (7/15/20)

DARPA Pays $1 Million For An AI App That Can Predict An Enemy’s Emotions (7/15/20)

An invisible hand: Patients aren’t being told about the AI systems advising their care (7/15/20)


Facial recognition technology is one of the most racist weapons in the police arsenal (7/14/20)

Massachusetts Edges Toward First State Facial Recognition Ban (7/14/20)

Op-Ed: Bias against African American English speakers is a pillar of systemic racism (7/14/20)

Why are Artificial Intelligence systems biased? (7/12/20)

DeepMind researchers propose rebuilding the AI industry on a base of anticolonialism (7/11/20)

Controversial Detroit facial recognition got him arrested for a crime he didn’t commit (7/10/20)

Meet the Secret Algorithm That's Keeping Students Out of College (7/10/20)

AI for self-driving cars doesn’t account for crime (7/10/20)

Automatic for the Bosses (7/9/20)

Deepfakes are becoming the hot new corporate training tool (7/7/20)


How AI can empower communities and strengthen democracy (7/4/20)

Study: Only 18% of data science students are learning about AI ethics (7/3/20)

9 emerging job roles for the future of AI (7/2/20)

MIT Takes Down Popular AI Dataset Due to Racist, Misogynistic Content (7/2/20)

Salesforce researchers claim new method mitigates AI models’ gender bias (7/1/20)

MIT removes huge dataset that teaches AI systems to use racist, misogynistic slurs (7/1/20)

MIT apologizes, permanently pulls offline huge dataset that taught AI systems to use racist, misogynistic slurs (7/1/20)

Vivienne Ming on Understanding the Impact of Courage & Fear Using AI (6/30/20)

Vestager warns against predictive policing in Artificial Intelligence (6/30/20)

New mathematical idea reins in AI bias towards making unethical and costly commercial choices (6/30/20)

Machine learning systems, fair or biased, reflect our moral standards (6/30/20)

Montreal AI Ethics Institute suggests ways to counter bias in AI models (6/30/20)

Objective Algorithms Are a Myth (6/29/20)

Here Is How The United States Should Regulate Artificial Intelligence (6/28/20)

AI Weekly: A deep learning pioneer’s teachable moment on AI bias (6/26/20)

AI gatekeepers are taking baby steps toward raising ethical standards (6/26/20)

Why Statistics Don’t Capture The Full Extent Of The Systemic Bias In Policing (6/25/20)

If Done Right, AI Could Make Policing Fairer (6/25/20)

Lessons from the PULSE Model and Discussion (6/24/20)

Wrongfully Accused by an Algorithm (6/24/20)

If AI is going to help us in a crisis, we need a new kind of ethics (6/24/20)

California city bans predictive policing in U.S. first (6/24/20)

What a machine learning tool that turns Obama white can (and can’t) tell us about AI bias (6/23/20)

Over 1,000 AI Experts Condemn Racist Algorithms That Claim to Predict Crime (6/23/20)

Police Forces in Canada Are Quietly Adopting Facial Recognition Tech (6/23/20)

The flaws that make today’s AI architecture unsafe and a new approach that could fix it (6/22/20)

Big Tech Is Using the Pandemic to Push Dangerous New Forms of Surveillance (6/22/20)

US government doesn't know how it uses facial recognition in public housing (6/22/20)

The flaws that make today’s AI architecture unsafe and a new approach that could fix it (6/22/20)


Here’s an Algorithm for Defunding the Police (6/18/20)

Racial bias skews algorithms widely used to guide care from heart surgery to birth, study finds (6/17/20)

How is Face Recognition Surveillance Technology Racist? (6/16/20)

Riding Out Quarantine With a Chatbot Friend: ‘I Feel Very Connected’ (6/16/20)

Fresh concerns about AI bias in the age of COVID-19 (6/15/20)

The Liabilities of Artificial Intelligence Are Increasing (6/15/20)

Who Is Responsible When Autonomous Systems Fail? (6/15/20)

Facebook CTO says hiring matters for mitigating AI bias, but the company lacks AI research diversity stats (6/15/20)

Mind the App—Considerations on the Ethical Risks of COVID-19 Apps (6/13/20)

Researchers find racial discrimination in ‘dynamic pricing’ algorithms used by Uber, Lyft, and others (6/12/20)

Researchers propose framework to measure AI’s social and environmental impact (6/12/20)
The Protests Prove the Need to Regulate Surveillance Tech (6/9/20)

How to detect unwanted bias in machine learning models (6/5/20)

AI Weekly: Dismantle white supremacy for the good of us all (6/5/20)

This startup is using AI to give workers a “productivity score” (6/4/20)

Amazon “Stands in Solidarity” Against Police Racism While Selling Racist Tech to Police (6/3/20)

Of course technology perpetuates racism. It was designed that way. (6/3/20)

Microsoft researchers say NLP bias studies must consider role of social hierarchies like racism (6/1/20)

Gender Bias In Predictive Algorithms: How Applied AI Research Can Help Us Build A More Equitable Future (5/30/20)

Access Denied: Faulty Automated Background Checks Freeze Out Renters (5/28/20)

States' Automated Systems Are Trapping Citizens in Bureaucratic Nightmares With Their Lives on the Line (5/28/20)

ACLU sues facial recognition firm Clearview AI, calling it a ‘nightmare scenario’ for privacy (5/28/20)

How people with Down syndrome are teaching Google (5/20/20)

A fight for the soul of machine learning (5/20/20)

This robot can guess how you’re feeling by the way you walk (5/18/20)

Algorithms associating appearance and criminality have a dark past (5/15/20)

AI and me: friendship chatbots are on the rise, but is there a gendered design flaw? (5/7/20)

Facebook’s AI detects gender bias in text (5/6/20)

Do I sound sick to you? Researchers are building AI that would diagnose COVID-19 by listening to people talk. (4/30/20)

Aerial surveillance planes to begin flying over Baltimore Friday (4/30/20)

Algorithmic Risk Assessment and COVID-19: Why PATTERN Should Not Be Used (4/30/20)

Google Fixes Gender Bias in Google Translate (Again) (4/29/20)

Silicon Valley needs a new approach to studying ethics now more than ever (4/24/20)

The role of demographic data in addressing algorithmic bias (4/24/20)

StereoSet measures racism, sexism, and other forms of bias in AI language models (4/22/20)

AI researchers propose ‘bias bounties’ to put ethics principles into practice (4/17/20)

Cambridge Researchers Tackle Neural Machine Translation’s Gender Bias (4/16/20)

Google’s AutoML Zero lets the machines create algorithms to avoid human bias (4/14/20)

Researchers find AI is bad at predicting GPA, grit, eviction, job training, layoffs, and material hardship 3/30/20


Trust at the center: Building an ethical AI framework (3/26/20)

Pardon the Intrusion #13: Policing using AI (3/23/20)

There Is a Racial Divide in Speech-Recognition Systems, Researchers Say (3/23/20)

Should I Worry About... the philosophy behind AI? (3/15/20)

Lie detectors have always been suspect. AI has made the problem worse. (3/13/20)

Could we forgive a machine? Study explores forgiveness in the context of robotics and AI (3/12/20)

ATIH: Natalie Garrett on Ethical Debt and Ethics Education in Tech (3/12/20)

Police Used Facial Recognition to Arrest Over 1,100 People in India Last Month (3/11/20)

A Crisis of Ethics in Technology Innovation (3/10/20)

International Women's Day: how can algorithms be sexist? (3/10/20)

Algorithms that run our lives are racist and sexist. Meet the women trying to fix them (3/10/20)

Algorithms Learn Our Workplace Biases. Can They Help Us Unlearn Them? (3/10/20)

Maryland’s face recognition system is one of the most invasive in the nation (3/9/20)

Why the AI we rely on can’t get privacy right (yet) (3/7/20)

The case for an AI that puts nature and ethics first, not humans (3/7/20)

Before Clearview Became a Police Tool, It Was a Secret Plaything of the Rich (3/5/20)

Clearview AI: We Are ‘Working to Acquire All U.S. Mugshots’ From Past 15 Years (3/5/20)

This Small Company Is Turning Utah Into a Surveillance Panopticon (3/4/20)

Humans Are The Cause Of Bias In AI, But We're Also The Solution (3/3/20)

This Is The Year Of AI Regulations (3/1/20)


How To Combat The Dark Side Of AI (2/28/20)


Why is TikTok creating filter bubbles based on your race? (2/28/20)

Pope Francis joins IBM and Microsoft in call for AI regulation (2/28/20)


Clearview’s Facial Recognition App Has Been Used By The Justice Department, ICE, Macy’s, Walmart, And The NBA (2/27/20)

Scientists propose new regulatory framework to make AI safer (2/26/20)

Clearview AI, The Company Whose Database Has Amassed 3 Billion Photos, Hacked (2/26/20)

This Filter Makes Your Photos Invisible to Facial Recognition (2/26/20)

Suckers List: How Allstate’s Secret Auto Insurance Algorithm Squeezes Big Spenders (2/25/20)

AI Deception: When Your Artificial Intelligence Learns to Lie (2/24/20)

Pentagon Adopts New Ethical Principles for Using AI in War (2/24/20)

Study finds quarter of climate change tweets from bots (2/22/20)

Privacy commissioners launch investigation into facial recognition technology tested by Toronto police, other GTA forces (2/21/20)

Google launches TensorFlow library for optimizing fairness constraints (2/21/20)

Google AI will no longer use gender labels like 'woman' or 'man' on images of people to avoid bias (2/20/20)

Why algorithms can be racist and sexist (2/18/21)

Artificial Intelligence (AI) And The Law: Helping Lawyers While Avoiding Biased Algorithms (2/18/20)

Facial Expressions Don’t Tell The Whole Story Of Emotion (2/17/20)

Mastercard working with transport partners on payments via gait or face biometrics (2/17/20)

Mastercard is pioneering new payment technology that identifies commuters by the way they walk (2/17/20)

EU’s new AI rules will focus on ethics and transparency (2/17/20)

AI systems claiming to ‘read’ emotions pose discrimination risks (2/16/20)

The Future of Artificial Emotional Awareness (2/13/20)

Fake news? A.I. algorithm reveals political bias in the stories you read (2/13/20)

Cost Cutting Algorithms Are Making Your Job Search a Living Hell (2/12/20)

Attorneys in unemployment fraud cases join forces, call for state review of AI in government (2/12/20)

The end of privacy as we know it (2/10/20)

Public bodies are secretly using AI for decisions on people's lives, warns standards watchdog (2/10/20)

An AI regulation strategy that could really work (2/8/20)

An Algorithm That Grants Freedom, or Takes It Away (2/6/20)

How Algorithmic Bias Hurts People With Disabilities (2/6/20)

Who owns your DNA? You should, according to this biodata bill of rights (2/6/20)

Google’s ML-fairness-gym lets researchers study the long-term effects of AI’s decisions (2/5/20)

Algorithms on social media need regulation, says UK's AI adviser (2/4/20)

EPIC Asks Federal Trade Commission To Regulate Use Of Artificial Intelligence In Pre-Employment Screenings (2/3/20)

Inside the future of online dating: AI swiping and concierge bots (1/31/20)

Why asking an AI to explain itself can make things worse (1/29/20)

Why Amazon’s Ring and facial recognition technology are a clear and present danger to society (1/31/20)

An AI Epidemiologist Sent the First Warnings of the Wuhan Virus (1/25/20)

New Jersey cops told to halt all use of controversial facial-recognition technology (1/25/20)

AI Can Do Great Things—if It Doesn't Burn the Planet (1/21/20)

The Secretive Company That Might End Privacy as We Know It (1/18/20)

Your online activity is now effectively a social ‘credit score’ (1/17/20)

Siri, Alexa and unconscious bias: the case for designing fairer AI assistants (1/17/20)

There's a new obstacle to landing a job after college: Getting approved by AI (1/15/20)

What Does Fairness in AI Mean? (1/15/20)

Are Your Students Bored? This AI Could Tell You (1/13/20)

Cambridge Votes To Ban Face Surveillance Technology (1/13/20)

'Smile with your eyes': How to beat South Korea's AI hiring bots and land a job (1/13/20)

AI can now read emotions — should it? (1/13/20)

Troll Watch: AI Ethics (1/11/20)

Samsung's Neon AI has an ethics problem, and it's as old as sci-fi canon (1/10/20)

Artificial Intelligence Makes Bad Medicine Even Worse (1/10/20)

Germany’s plans for automatic facial recognition meet fierce criticism (1/10/20)

Could an AI become your friend? (1/10/20)

Technology Can't Fix Algorithmic Injustice (1/9/20)

San Diego’s massive, 7-year experiment with facial recognition technology appears to be a flop (1/9/20)


AI Governance in 2019: A Year in Review in Japan (1/8/20)

Twitter bots and trolls promote conspiracy theories about Australian bushfires (1/7/20)

The US just released 10 principles that it hopes will make AI safer (1/7/20)

Dating apps need women. Advertisers need diversity. AI companies offer a solution: Fake people (1/7/20)

Google's AI beats doctors at detecting breast cancer. (Except when it doesn't.) (1/6/20)


Rise of #MeTooBots: scientists develop AI to detect harassment in emails (1/3/2020)

Illinois says you should know if AI is grading your online job interviews (1/1/2020)

Technology Can't Fix Algorithmic Injustice (Jan 2020)


Papers and Peer-Reviewed Publications

Detect Toxic Content to Improve Online Conversations (2019)

When Hate Speech Leads to Hateful Actions: A Corpus and Discourse Analytic Approach to Linguistic Threat Assessment of Hate Speech (2019)

Unlocking Fairness: a Trade-off Revisited (2019)

Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning (12/22/19)

What’s Next for AI Ethics, Policy, and Governance? A Global Overview (12/18/19)

Enabling Value Sensitive AI Systems through Participatory Design Fictions (12/13/19)

It's easy to fool yourself: Case studies on identifying bias and confounding in bio-medical datasets (12/12/19)

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI (12/12/19)

Measurement and Fairness (12/11/19)

BERT has a Moral Compass: Improvements of ethical and moral values of machines (12/11/19)

Mapping the Ethicality of Algorithmic Pricing: A Review of Dynamic and Personalized Pricing (12/10/19)

Towards a Critical Race Methodology in Algorithmic Fairness (12/8/19)

Automatically Neutralizing Subjective Bias in Text (12/5/19)

Artificial Intelligence and the Privacy Paradox of Opportunity, Big Data and The Digital Universe (Dec 2019)

Technology on the margins: AI and global migration management from a human rights perspective (Dec 2019)

Proposed Guidelines for the Responsible Use of Explainable Machine Learning (11/29/19)

On the Legal Compatibility of Fairness Definitions (11/25/19)

Mapping the Ethicality of Algorithmic Pricing: A Review of Dynamic and Personalized Pricing (11/25/19)

The Second Wave of Algorithmic Accountability (11/25/19)

DermGAN: Synthetic Generation of Clinical Skin Images with Pathology (11/20/19)

The Risks of Using AI to Interpret Human Emotions (11/18/19)

The wrong kind of AI? Artificial intelligence and the future of labour demand (11/18/19)

The Debate on the Ethics of AI in Health Care: a Reconstruction and Critical Review (11/13/19)

An Unethical Optimization Principle (11/12/19)

In bot we trust: A new methodology of chatbot performance measures (11/1/19)

Principles alone cannot guarantee ethical AI (Nov 2019)

Release Strategies and the Social Impacts of Language Models (Nov 2019)


Evaluating the quality of voice assistants’ responses to consumer health questions about vaccines: an exploratory comparison of Alexa, Google Assistant and Siri (Nov 2019)

Evaluating the Factual Consistency of Abstractive Text Summarization (10/28/19)

Fairness and Privacy in AI/ML Systems (10/28/19)

Dissecting racial bias in an algorithm used to manage the health of populations (10/25/19)

Toward a better trade-off between performance and fairness with kernel-based distribution matching (10/25/19)

In AI We Trust Incrementally: a Multi-layer Model of Trust to Analyze Human-Artificial Intelligence Interactions (10/23/19)

The Woman Worked as a Babysitter: On Biases in Language Generation (10/23/19)

Quantifying the Carbon Emissions of Machine Learning (10/21/19)

An Information-Theoretic Perspective on the Relationship Between Fairness and Accuracy (10/17/19)

Recommender systems and their ethical challenges (10/13/19)

Bias Detect Neutral Network (10/8/19)


A fairer way forward for AI in health care (9/25/19)

The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (9/25/19)

Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead (9/22/19)

Pretrained AI Models: Performativity, Mobility, and Change (9/7/19)

The global landscape of AI ethics guidelines (9/2/19)

A Survey on Bias and Fairness in Machine Learning (8/23/19)

'Computer says no': was your mortgage application rejected unfairly (8/8/19)

Rethinking gaming: The ethical work of optimization in web search engines (8/7/19)

Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets (8/2/19)

NHS AI Lab: why we need to be ethically mindful about AI for healthcare (August 2019)

Racial Bias in AI Isn’t Getting Better and Neither Are Researchers’ Excuses (7/29/19)

Estimating the success of re-identifications in incomplete datasets using generative models (7/23/19)

Global AI Ethics: A Review of the Social Impacts and Ethical Implications of Artificial Intelligence (7/18/19)

A Causal Bayesian Networks Viewpoint on Fairness (7/15/19)

Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements (7/13/19)

Artificial Intelligence Governance and Ethics: Global Perspectives (7/4/19)

Artificial Intelligence: the global landscape of ethics guidelines (6/24/19)

A Unified Framework of Five Principles for AI in Society (6/22/19)

“With great power comes great responsibility”: keeping public sector algorithms accountable (6/11/2019)

Notes on bias in the socio-material realization of AI technologies (June, 2019)

Transparency as design publicity: explaining and justifying inscrutable algorithms (June, 2019)

Detecting Bias with Generative Counterfactual Face Attribute Augmentation (6/18/19)

Perspectives and Approaches in AI Ethics: East Asia (6/18/19)

Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology (6/11/19)

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter (6/9/20)

Evaluating Gender Bias in Machine Translation (6/3/19)

Managing Algorithmic Accountability: Balancing Reputational Concerns, Engagement Strategies and the Potential of Rational Discourse (Jun 2019)

Racial Bias in Hate Speech and Abusive Language Detection Datasets (May 2019)

Ethical Dimensions of Visualization Research (May 2019)

Semantics derived automatically from language corpora necessarily contain human biases (5/25/19)

Translating Principles into Practices of Digital Ethics: Five Risks of Being Unethical (5/23/19)

Tutorial: Socially Responsible Natural Language Processing (5/13/19)

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead (5/13/19)

Limits of Deepfake Detection: A Robust Estimation Viewpoint (5/9/19)

Error terrain analysis for machine learning: Tools and visualizations (5/6/19)

Street–Level Algorithms: A Theory at the Gaps Between Policy and Decisions (5/4/19)

Data Is the New What? Popular Metaphors & Professional Ethics in Emerging Data Culture (5/2/19)

Evaluating the Underlying Gender Bias in Contextualized Word Embeddings (4/18/19)

Explaining explainable AI (4/10/19)

Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes (4/3/19)

Biased Language in Patient Medical Records: Detection through Natural Language Processing (NLP) and Impact on Quality (4/2/19)

That’s not fair! (April 2019)

The EU-Emotion Voice Database (April 2019)


Tay is you. The attribution of responsibility in the algorithmic culture (3/31/19)

On Measuring Social Biases in Sentence Encoders (3/25/19)

Adversarial attacks on medical machine learning (3/22/19)

Optimized Scoring Systems: Toward Trust in Machine Learning for Healthcare and Criminal Justice (3/19/20)


Big data and discrimination (March 2019)

The Ethics of AI Ethics -- An Evaluation of Guidelines (2/28/19)

Predictive Inequity in Object Detection (2/21/19)

Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions (2/14/19)

Is It Good to Cooperate? Testing the Theory of Morality-as-Cooperation in 60 Societies (2/8/19)

Discrimination in the Age of Algorithms (2/7/19)

What We Really Mean When We Say "Ethics" (video) (February 2019)

Fairness in representation: quantifying stereotyping as a representational harm (1/28/19)

The Value of Trustworthy AI (1/27/19)

Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment (1/23/19)

Attenuating Bias in Word Vectors (1/23/19)

Wikipedia Cultural Diversity Dataset: A Complete Cartography for 300 Language Editions (1/23/19)

Identifying and Correcting Label Bias in Machine Learning (1/1/5/19)

Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need? (1/7/19)

No training required: Exploring random encoders for sentence classification (Jan 2019)

Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure (Jan 2019)

Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products (Jan 2019)

Better, Nicer, Clearer, Fairer: A Critical Assessment of the Movement for Ethical Artificial Intelligence and Machine Learning (Jan 2019)

Private Accountability in the Age of Artificial Intelligence (2019)

Government, NGO, and expert publications

AI Safety, Security, and Stability Among Great Powers: Options, Challenges, and Lessons Learned for Pragmatic Engagement (Dec 2019)

Recommender systems and their ethical challenges (2019)

Beyond Bias: Contextualizing “Ethical AI” Within the History of Exploitation and Innovation in Medical Research (12/21/19)

NIST Study Evaluates Effects of Race, Age, Sex on Face Recognition Software (12/19/19)

Fairness Indicators: Scalable Infrastructure for Fair ML Systems (12/11/19)

A designer’s view on AI ethics – AI used in business processes (12/9/19)

2019 AI Index Report (December 2019)

Disability, Bias, and AI (Nov 2019)

AI 360: Hold, Fold, or Double Down (Nov 2019)

The value of a shared understanding of AI models (Nov 2019)

Supporting rights-respecting AI (11/26/19)

The Second Wave of Algorithmic Accountability (11/25/19)

Opinion: AI For Good Is Often Bad (11/18/19)

The Ethical Dilemma at the Heart of Big Tech Companies (11/14/19)

Delivering the benefits of Custom Neural Voice (11/12/19)

AI Principles: Recommendations on the Ethical Use of Artificial Intelligence by the Department of Defense (Nov 2019)

How Machine Learning Pushes Us to Define Fairness (11/6/19)

Expanding Frameworks: An economic justice approach to digital privacy (11/6/19)

Thailand drafts ethics guidelines for AI (11/5/19)

Using Tensorflow Fairness Indicators (11/1/19)

Fair ML for Health Resources (Oct 2019)

Artificial Intelligence Research Needs Responsible Publication Norms (10/24/19)

The AI Ethics Charter by Korea Artificial Intelligence Ethics Association (10/23/19)

Introducing AI Blindspot: A Call for Tech to Think Holistically and Spot Risks (10/22/19)

AI-enabled human rights monitoring (10/17/19)

Anthropomorphized AI as Capitalist Agents: The Price We Pay for Familiarity (10/14/19)

Fairness in Clustering with Multiple Sensitive Attributes (10/11/19)

Austria’s employment agency rolls out discriminatory algorithm, sees no problem (10/6/19)

New York City Police Department Surveillance Technology (10/4/19)

This machine read 3.5 million books then told us what it thought about men and women (9/30/19)

Building ML models for everyone: understanding fairness in machine learning (9/25/19)

Unpacking “Ethical AI”: A curated reading list (9/24/19)

LITIGATING ALGORITHMS 2019 US REPORT: New Challenges to Government Use of Algorithmic Decision Systems (9/24/19)

Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy (9/17/19)

AI ethics and the limits of code(s) (9/16/19)

Face recognition, bad people and bad data (9/9/19)

Algorithm Bias in Credit Scoring: What’s Inside the Black Box? (9/5/19)

A Draft Syllabus/Curriculum for an Ethics of AI Course (9/1/19)

How New A.I. Is Making the Law’s Definition of Hacking Obsolete (8/21/19)

AI Ethics: Inclusivity in Smart Cities (8/16/19)

U.S. LEADERSHIP IN AI: A Plan for Federal Engagement in Developing Technical Standards and Related Tools (8/9/19)

AI Justice: When AI Principles Are Not Enough (8/5/19)

WEF: Responsible Use of Technology (August 2019)

Research Summary: Social Robots and Empathy: The Harmful Effects of Always Getting What We Want (7/27/19)

AI & Global Governance: Human Rights and AI Ethics – Why Ethics Cannot be Replaced by the UDHR (7/19/19)

Gov.UK: Interim report: Review into bias in algorithmic decision-making (7/19/19)

Technical Flaws of Pretrial Risk Assessments Raise Grave Concerns (7/17/19)

Gender diversity in AI research (7/17/19)

Open View: AI/ML Fairness (7/13/19)

IDC Survey Finds Artificial Intelligence to be a Priority for Organizations But Few Have Implemented an Enterprise-Wide Strategy (7/8/19)

Differential Privacy in the 2020 Decennial Census and the Implications for Available Data Products (7/8/19)

The Foundation of Responsible Artificial Intelligence (7/7/19)

AI Differential Privacy and Federated Learning (7/1/19)

Fluxus Landscape: An Expansive View of AI Ethics and Governance (6/26/19)

Five practical steps to make Artificial Intelligence (AI) interpretable (6/21/19)

Researchers develop 'vaccine' against attacks on machine learning (6/20/19)

Ethics of Emotion AI - Part 1 (6/19/19)

The future of women at work: Transitions in the age of automation (6/12/19)

Ethical AI: Tensions and trade-offs (6/11/19)

Ethical Codex for Data- Based Value Creation (6/10/19)

Understanding Canada’s Algorithmic Impact Assessment Tool (6/10/21)

AI is not as advanced as you might think (6/10/19)

Introducing the Principled Artificial Intelligence Project (6/7/19)

Does object recognition work for everyone? A new method to assess bias in CV systems (6/7/19)

Deepfakes and Synthetic Media: Updated Survey of Solutions against Malicious Usages (June 2019)

Emotional Artificial Intelligence guidelines for ethical use (June 2019)

Systemic Algorithmic Harms (5/31/19)

Responsible AI: A Global Policy Framework (5/29/19)

Accountable AI: Can the Law Reduce Bias and Increase Transparency? (5/20/19)

Tech workers call time on moving fast and breaking things (May 2019)

Designing AI for Social Good: Seven Essential Factors (May 2019)

From What to How: An Overview of AI Ethics Tools, Methods and Research to Translate Principles into Practices (May 2019)


What the Fifth Industrial Revolution is and why it matters (5/15/19)

When Humans Attack: Re-thinking safety, security, and AI (5/14/19)

People + AI Guidebook (May 2019)

World Economic Forum’s AI head on how to protect human rights without stifling innovation (4/29/19)

Recommender Systems and their Ethical Challenges (April 2019)


How AI can enable a sustainable future (April 2019)

Artificial Intelligence and Human Rights (April 2019)

DISCRIMINATING SYSTEMS: Gender, Race, and Power in AI (April 2019)

Gender, Race, and Power in AI (4/17/19)

From Principles to Action: How do we Implement Tech Ethics? (4/17/19)

Untold History of AI: Algorithmic Bias Was Born in the 1980s (4/15/19)

The Need to Regulate AI Implementation in Public Assistance Programs (4/12/19)

Laying down the law on AI: ethics done, now the EU must focus on human rights (4/8/19)

The Automated Administrative State (4/8/19)

UK to introduce world first online safety laws (4/8/19)

Artificial Intelligence: Australia’s Ethics Framework: A discussion (4/5/19)

AI Ethics: Seven Traps (3/25/19)

Google: Perspectives on Issues in AI Governance (March 2019)

Agile Ethics: Managing Ethical Complexity in Technology (3/14/19)


Pentagon Seeks ‘Ethical Principles’ for AI Use (3/4/19)

Intel’s Recommendations for the U.S. National Strategy on Artificial Intelligence (White Paper) (2/6/19)

Ethics of AI in Radiology: European and North American Multisociety Statement (February 2019)

In Favor of Developing Ethical Best Practices in AI Research (2/21/19)

The Environment for Ethical Action (2/18/19)

Council of Europe: Algorithmic Used To Manipulate Social And Political Behaviours (2/18/19)

How the Economics of Data Science is Creating New Sources of Value (2/16/19)

Public deliberation could help address AI’s legitimacy problem in 2019 (2/8/19)

Start with values: How innovation can be bold, fast and responsible (1/31/19)

AI in Context: The Labor of Integrating New Technologies (1/30/19)

The ethical and political questions raised by AI (1/29/19)

Illinois Supreme Court Holds That Biometric Privacy Law Does Not Require Actual Harm for Private Suits (1/29/19)

Fairness in representation: quantifying stereotyping as a representational harm (1/28/19)

Ignorance and Distrust Prevail about What Companies and Governments Do with Personal Data (1/25/19)

Automation and artificial intelligence: How machines are affecting people and places (1/24/19)

Building Ethically Aligned AI (1/23/19)

The Era of “Move Fast and Break Things” Is Over [HBR] (1/22/19)

Ethics and technology in the Fourth Industrial Revolution (1/21/19)

Why AI is failing the next generation of women (1/18/19)

Creating AI Systems That Take Culture into Account (1/17/19)

Overcoming barriers to AI adoption (1/16/19)

Facebook Algorithms and Personal Data (Pew Survey) (1/16/19)

Does the U.S. Face an AI Ethics Gap? (1/11/19)

Case study: Algorithmic decision-making and accountability (Jan 2019)

Singapore Proposed Model Artificial Intelligence Governance Framework (Jan 2019)

Artificial Intelligence: American Attitudes and Trends (Jan 2019)

Future of work research papers (Jan 2019)

Fight against facial recognition hits wall across the West (12/30/19)

Designing a Moral Compass for AI (12/30/19)

Artificial Intelligence Is Rushing Into Patient Care—And Could Raise Risks (12/24/19)

AI year in review: Opportunities grow, but ethics loom large (12/23/19)

‘The Algorithm Made Me Do It’: Artificial Intelligence Ethics Is Still On Shaky Ground (12/22/19)

AI is biased. Here’s how scientists are trying to fix it (12/21/19)

Beyond Bias: Contextualizing “Ethical AI” Within the History of Exploitation and Innovation in Medical Research (12/20/19)

Federal study of top facial recognition algorithms finds ‘empirical evidence’ of bias (12/20/19)

THE INVENTION OF “ETHICAL AI”: How Big Tech Manipulates Academia to Avoid Regulation (12/20/19)

AI Is Biased. Here's How Scientists Are Trying to Fix It (12/19/19)

Ethics In AI: Why Values For Data Matter (12/18/19)

Human Rights Commission wants privacy laws adjusted for an AI future (12/17/19)

Researchers were about to solve AI’s black box problem, then the lawyers got involved (12/17/19)

Facebook Ads Can Still Discriminate Against Women and Older Workers, Despite a Civil Rights Settlement (12/13/19)

Emotion recognition technology should be banned, says an AI research institute (12/13/19)

The AI community needs to take responsibility for its technology and its actions (12/13/19)

AI expert calls for end to UK use of ‘racially biased’ algorithms (12/12/19)

Emotion-detecting tech should be restricted by law - AI Now (12/12/19)

Stanford, Kyoto & Georgia Tech Model ‘Neutralizes’ Biased Language (12/11/19)

The Utility of Interpretable AI (12/10/19)

Microsoft tech expert warns of bias and sexism in artificial intelligence (12/10/19)

As AI moves into content creation, researchers aim to battle its biases (12/9/19)

How practitioners and academics think (and then forget) about fairness when building AI systems (12/6/19)

Biased Algorithms Are Easier to Fix Than Biased People (12/6/19)

Life Under the Algorithm: How a relentless speedup is reshaping the working class (12/4/19)

Human insight remains essential to beat the bias of algorithms (12/4/19)

UK GPDR Watchdog: Explain Your AI (12/3/19)

Portland plans to propose the strictest facial recognition ban in the country (12/2/19)

Chinese tech groups shaping UN facial recognition standards (12/1/19)

Dealing With Bias in Artificial Intelligence (Nov 2019)

An epidemic of AI misinformation (11/30/19)

Explain yourself, mister: Fresh efforts at Google to understand why an AI system says yes or no (11/29/19)

The first effort to regulate AI was a spectacular failure (11/26/19)

Tainted Data Can Teach Algorithms the Wrong Lessons (11/25/19)

Human biases are baked into algorithms. Now what? (11/25/19)

Scientists developed a new AI framework to prevent machines from misbehaving (11/25/19)

Can We Force AIs to Be Fair Towards People? Scientists Just Invented a Way (11/25/19)

Tuning Out Toxic Comments, With the Help of AI (11/21/19)

Stanford, UMass Amherst develop algorithms that train AI to avoid specific misbehaviors (11/21/19)

Researchers Want Guardrails to Help Prevent Bias in AI (11/21/19)

Dealing with bias in AI (11/19/19)

The Apple Card Didn't 'See' Gender—and That's the Problem (11/19/19)

There’s an easy way to make lending fairer for women. Trouble is, it’s illegal. (11/15/19)

The Real AI Threat to Democracy (11/14/19)

When Algorithms Decide Whose Voices Will Be Heard (11/12/19)

Google's secret cache of medical data includes names and full details of millions – whistleblower (11/12/19)

These Black Women Are Fighting For Justice In A World Of Biased Algorithms (11/12/19)

Apple co-founder Steve Wozniak says Apple Card discriminated against his wife (11/11/19)

‘You sound worried’: would you let an AI rephrase the tone of your emails? (11/6/19)

AI Can Make Bank Loans More Fair (11/6/20)

Rights group files federal complaint against AI-hiring firm HireVue, citing ‘unfair and deceptive’ practices (11/6/19)

Artificial Intelligence Can Be Biased. Here’s What You Should Know. (11/5/19)

Microsoft's AI Research Draws Controversy Over Possible Disinformation Use (11/4/19)

How to train artificial intelligence that won’t destroy the environment (11/4/19)

AI is making literary leaps – now we need the rules to catch up (11/2/19)

Pentagon's draft AI ethics guidelines fight bias and rogue machines (11/2/19)

AI-Related Lawsuits Are Coming (11/1/20)

NYPD Built Bias Safeguards Into Pattern-Spotting AI System (10/31/19)

Using AI to Eliminate Bias from Hiring (10/29/19)

Big Data and Racial Bias: Can That Ghost Be Removed from the Machine? (10/28/19)

Why did Microsoft fund an Israeli firm that surveils West Bank Palestinians? (10/28/19)

The hidden costs of AI (10/26/19)

A health care algorithm affecting millions is biased against black patients (10/24/19)

Artificial Intelligence Research Needs Responsible Publication Norms (10/24/19)

How much “fake news” is on Twitter?

When Binary Code Won’t Accommodate Nonbinary People (10/23/19)


After Backlash, Portland-Area Outback Steakhouse Cancels New Artificial Intelligence Surveillance Test (10/23/19)

A face-scanning algorithm increasingly decides whether you deserve the job (10/22/19)

These Startups Are Building Tools to Keep an Eye on AI (10/21/19)

Military artificial intelligence can be easily and dangerously fooled (10/21/19)

Facial recognition: This new AI tool can spot when you are nervous or confused (10/21/19)

New framework makes AI systems more transparent without sacrificing performance (10/21/19)

Fighting hate with AI-powered retorts (1019/19)

Can you make AI fairer than a judge? Play our courtroom algorithm game (10/17/19)

Facial recognition AI can’t identify trans and non-binary people (10/16/19)

Zombie debts are hounding struggling Americans. Will you be next? (10/15/19)

Bias and Algorithmic Fairness: The modern business leader’s new responsibility in a brave new world ruled by data. (10/13/19)

Ethical AI: Why governments, companies are a worried lot (10/10/19)

Rasa’s conversational AI can selectively ignore bits of dialogue to improve its responses (10/9/19)

Beware of automated hiring (10/8/19)

Google exploited homeless black people to develop the Pixel 4’s facial recognition AI (10/8/19)

How to operationalize AI ethics (10/7/19)

Austria’s employment agency rolls out discriminatory algorithm, sees no problem (10/6/19)

Google causing more facial recognition problems, machine learning goes quantum and losing a job if an AI doesn't like your face (10/6/19)

Artificial stupidity: ‘Move slow and fix things’ could be the mantra AI needs (10/5/19)

An Open Source License That Requires Users to Do No Harm (10/4/19)

Google reportedly targeted people with 'dark skin' to improve facial recognition (10/4/19)

Atlanta Asks Google Whether It Targeted Black Homeless People (10/4/19)

Congress Is Investigating the Military’s Use of Facial Recognition (10/3/19)

The Unsettling Ways Tech Is Changing Your Personal Reality (10/3/19)

Bias and Algorithmic Fairness (10/3/19)

Google contractor reportedly tricked homeless people into face scans (10/3/19)

Blind Spots in AI Just Might Help Protect Your Privacy (10/2/19)

British workers are deliberately sabotaging robots amid fears they will take their jobs, study finds (9/29/19)

“The New Jim Code” – Ruha Benjamin on racial discrimination by algorithm (9/26/19)

Reddit and Gab’s most toxic communities inadvertently train AI to combat hate speech (9/25/19)

Africa Is Building an A.I. Industry That Doesn’t Look Like Silicon Valley (9/25/19)

The Viral App That Labels You Isn't Quite What You Think (9/19/20)

See how an AI system classifies you based on your selfie (9/17/19)

AI ethics and the limits of code(s) (9/16/19)

120 million workers will need to be retrained due to AI, says IBM study (9/6/19)

An AI-Run World Needs to Better Reflect People of Color (9/6/19)

'Sense of urgency', as top tech players seek AI ethical rules (9/2/19)

How to Build an AI Ethics Committee (8/30/19)

Silicon Valley's Secret Philosophers Should Share Their Work (8/27/19)

'Dangerous' AI offers to write fake news (8/27/19)

Amazon, Microsoft, 'putting world at risk of killer AI': study (8/21/19)

Flawed Algorithms Are Grading Millions of Students’ Essays (8/20/19)

An AI privacy conundrum? The neural net knows more than it says (8/19/19)

AI can read your emotions. Should it? (8/17/19)

'Stereotyping' emotions is getting in the way of artificial intelligence. Scientists say they've discovered a better way. (8/16/19)

Do Tech Companies Really Need to Snoop Into Private Conversations to Improve Their A.I.? (8/14/19)

Training the next generation of ethical techies (8/14/19)

Training bias in AI "hate speech detector" means that tweets by Black people are far more likely to be censored (8/14/19)

What your voice reveals about you (8/13/19)

Google’s Artificial Intelligence Hate Speech Detector Has a ‘Black Tweet’ Problem (8/13/19)

Google’s algorithm for detecting hate speech is racially biased (8/13/19)


Facial recognition software mistook 1 in 5 California lawmakers for criminals, says ACLU (8/12/2019)

IBM Research launches explainable AI toolkit (8/8/19)

AI Needs Your Data—and You Should Get Paid for It (8/8/19)

'Computer says no': was your mortgage application rejected unfairly (8/8/19)

AI Ethics Guidelines Every CIO Should Read (8/7/19)

China has started a grand experiment in AI education. It could reshape how the world learns (8/2/19)

Artificial intelligence could improve healthcare for all—unless it doesn’t (8/1/19)


AI ‘emotion recognition’ can’t be trusted (7/25/19)

Fitbits and other wearables may not accurately track heart rates in people of color (7/24/19)

Microsoft and the learnings from its failed Tay artificial intelligence bot (7/24/19)


How companies can avoid ethics washing (7/17/19)

Facial Recognition Tech Is Growing Stronger, Thanks to Your Face (7/13/19)

Ethical Artificial Intelligence Becomes A Supreme Competitive Advantage (7/7/19)

Botched Adidas Twitter Campaign Spits out Racist and Anti-Semitic Arsenal Jerseys (7/2/19)

What Does an AI Ethicist Do? (6/24/19)


AI ain’t for everyone — who trusts bots, and why (6/14/29)

Credit Scores Could Soon Get Even Creepier and More Biased (6/13/19)

San Francisco says it will use AI to reduce bias when charging people with crimes (6/12/19)


AI is worse at identifying household items from lower-income countries (6/11/19)

Illinois Bill Aims to Limit Use of AI in Video Job Interviews (6/11/19)

How Big Tech funds the debate on AI ethics (6/6/19)

How companies like Google are dealing with the ethics of AI (6/4/19)

Stop saying "robots are coming for your job"; start saying "Your boss wants to replace you with a robot" (6/3/19)

Ethics as a competitive advantage in the booming artificial intelligence industry (6/3/19)

This Creepy AI Predicts What You Look Like Based on Your Voice (6/1/19)

Artificial intelligence, the future of work, and inequality (5/31/19)

Addressing the Biases Plaguing Algorithms (5/31/19)

10 things we should all demand from Big Tech right now (5/29/19)

AI is only human (5/28/19)

To Fight Deepfakes, Researchers Built a Smarter Camera (5/28/19)

Amazon venturing into emotionally-savvy Artificial Intelligence at the cost of your Privacy (5/28/19)

When algorithms mess up, the nearest human gets the blame (5/28/19)

Top 5 Tools Data Scientists Can Use To Mitigate Biases In Algorithms (5/28/19)

America and its economic allies have announced five “democratic” principles for AI (5/22/19)

The Best Reason for Your City to Ban Facial Recognition (5/17/19)

Voice Recognition Still Has Significant Race and Gender Biases (5/10/19)

The Legislation That Targets the Racist Impacts of Tech (5/7/19)

All the ways hiring algorithms can introduce bias (5/6/19)

Who to sue when a robot loses your fortune (5/5/19)

The danger of AI is weirder than you think (April 2019)

Why your board needs an AI council (4/28/19)



How AI can help close the gender pay gap and eliminate bias (4/24/19)

Microsoft is winning the techlash (4/24/19)

Shazeda Ahmed on the Messy Truth About Social Credit (4/23/19)

Ethics committee raises alarm over 'predictive policing' tool (4/20/19)

How killer robots overran the UN (4/19/19)

Some AI just shouldn’t exist (4/19/19)

Emotionally intelligent AI will respond to how you feel (4/17/19)

A.I. Bias Isn’t the Problem. Our Society Is (4/16/19)

Google reportedly disbands review panel monitoring DeepMind Health AI (4/15/19)

Discrimination’s Digital Frontier (4/15/19)

What is fair when it comes to AI bias? (4/12/19)

Do no evil: why we need a public conversation about AI ethics (4/12/19)

A new bill would force companies to check their algorithms for bias (4/10/19)

Microsoft’s Brad Smith on How to Responsibly Deploy AI (4/10/19)

AI’s leading developers share their fears about the tech developing too fast (4/9/19)

Why Artificial Intelligence Needs Democratic Governance (4/9/19)

How will AI change your life? AI Now Institute founders Kate Crawford and Meredith Whittaker explain. (4/8/19)

It’s disturbingly easy to trick AI into doing something deadly (4/8/19)

Tech titans declare AI ethics concerns (4/8/19)

What we lost when we lost Google ATEAC (4/7/19)

UK businesses using artificial intelligence to monitor staff activity (4/7/19)

Real or artificial? Tech titans declare AI ethics concerns (4/7/19)

Hey Google, sorry you lost your ethics council, so we made one for you (4/6/19)

Facebook’s ad-serving algorithm discriminates by gender and race (4/5/19)

“Color-blindness” is a bad approach to solving bias in algorithms (4/3/19)

Algorithms have gotten out of control. It's time to regulate them. (4/3/19)

The problem with AI ethics (4/3/19)

The Pitfalls of Data’s Gender Gap (4/1/19)

‘Bias deep inside the code’: the problem with AI ‘ethics’ in Silicon Valley (3/29/19)

Inmates in Finland are training AI as part of prison labor (3/28/19)


Rethinking Privacy For The AI Era (3/27/19)

Britain's 'bullied' chatbots fight back (3/27/19)

Ethical question takes center stage at Silicon Valley summit on artificial intelligence (3/27/19)

How malevolent machine learning could derail AI (3/25/19)


How Pope Francis could shape the future of robotics (3/24/19)

Human Contact Is Now a Luxury Good (3/23/19)

Our Software Is Biased Like We Are. Can New Laws Change That? (3/23/19)

The Dog That Did Not Bark In the Night: The Danger of Survivor Bias in AI (3/22/19)

Deciding how to decide: Six key questions for reducing AI’s democratic deficit (3/22/19)

Warnings of a Dark Side to A.I. in Health Care (3/21/19)

When AI speaks on behalf of humans: Proposing ethical guidelines based on Google Duplex assistant (3/21/19)

AI, ethics and data bias - getting it right (3/20/19)

The world’s first genderless AI voice is here. Listen now (3/19/19)

To Be Ethical, AI Must Become Explainable. How Do We Get There? (3/19/19)

As AI Spreads, Tech Needs 'Chief Bias Officers' (3/18/19)

Tackling Bias in Machine Learning (3/18/19)

Courts and police departments are turning to AI to reduce bias, but some argue it'll make the problem worse (3/17/19)

Is Microsoft AI Helping to Deliver China’s ‘Shameful’ Xinjiang Surveillance State? (3/15/19)

Without Humans, A.I. Can Wreak Havoc (3/12/19)

The NYPD Now Has an Automated Tool to Help Them Recognize Patterns in Crimes (3/10/19)

The Achilles' Heel Of AI (3/7/19)

Does AI Ethics Have A Bad Name? (3/7/19)

Don’t look now: why you should be worried about machines reading your emotions (3/6/19)

A new study finds a potential risk with self-driving cars: failure to detect dark-skinned pedestrians (3/6/19)

The infamous AI gaydar study was repeated – and, no, code can't tell if you're straight or not just from your face (3/5/19)

Should we be treating algorithms the same way we treat hazardous chemicals (3/5/19)

AI will reproduce and enshrine age-old biases—if we let it (3/5/19)

How AI Will Rewire Us (3/5/19)

Some self-driving car systems have trouble detecting darker skin, study says (3/5/19)

China’s tech billionaires back ethical rules to guide development of AI and other technologies (3/4/19)

Seeking Ground Rules for A.I. (3/4/19)

Apple is hiring an analyst to explain Siri complaints to executives (3/4/19)

16 Uncomfortable Questions Everyone Needs to Ask About Artificial Intelligence (3/3/19)

Is Ethical A.I. Even Possible? (3/1/19)

Why AI is a threat to democracy—and what we can do to stop it (2/26/19)

Chinese police test gait-recognition technology from AI start-up Watrix that identifies people based on how they walk (2/26/19)

Troubling Trends Towards Artificial Intelligence Governance (2/25/19)

AI researchers debate the ethics of sharing potentially harmful programs (2/21/19)

China Uses DNA to Track Its People, With the Help of American Expertise (2/21/19)

Pope Francis and Microsoft team up to promote prize for artificial intelligence (2/19/19)

OpenAI: Social science, not just computer science, is critical for AI (2/19/19)

Over 2000 people died after receiving Centrelink robo-debt notice, figures reveal (2/18/19)

AI in the UK: The only way is ethics (2/18/19)

Bentham, Hobbes, and The Ethics of Artificial Intelligence (2/17/19)

Are the algorithms that power dating apps racially biased? (2/17/19)

New AI fake text generator may be too dangerous to release, say creators (2/14/19)



YouTube announces it will no longer recommend conspiracy videos (2/10/19)

How Vodafone’s Chatbot Technology Is Helping It Cut Jobs (2/8/19)

Women Stand Against Social Injustice In AI (2/7/19)

I Cut the 'Big Five' Tech Giants From My Life. It Was Hell (2/7/19)

Microsoft warns investors that its artificial-intelligence tech could go awry and hurt its reputation (2/6/19)

Goodbye, trolley problem. This is Silicon Valley’s new ethics test. (2/5/19)


Microsoft warned investors that biased or flawed AI could hurt the company’s image (2/5/19)

Five Takeaways from an AI Fairness Conference (2/2/19)


Guidelines for human-AI interaction design (2/1/19)

Automated background checks are deciding who’s fit for a home (2/1/19)

Getting efficient with “What-happens-if …” (2/1/19)

A.I. Could Worsen Health Disparities (1/31/19)

Google’s head of translation on fighting bias in language and why AI loves religious texts (1/30/19)

This Is Your Brain Off Facebook (1/30/19)

Prisons Are Building Databases of Inmates' Voice Prints (1/30/19)


New York Insurers Can Evaluate Your Social Media Use—If They Can Prove Why It’s Needed (1/30/19)

San Francisco proposal would ban government facial recognition use in the city (1/29/19)

ML Integrity: Four Production Pillars For Trustworthy AI (1/29/19)

IBM releases Diversity in Faces, a dataset of over 1 million annotations to help reduce facial recognition bias (1/29/19)

The Unnatural Ethics of AI Could Be Its Undoing (1/29/19)

How to lift the veil off hidden algorithms (1/28/19)


Being Ethical: How to Beat Bias in AI and Be Transparent (1/28/19)

MIT hopes to automatically 'de-bias' face detection AI (1/27/19)

Speaking Black Dialect in Courtrooms Can Have Striking Consequences (1/25/19)

Bias in, bias out: the Stanford scientist out to make AI less white and male (1/25/19)

The Hidden Automation Agenda of the Davos Elite (1/25/19)

MIT researchers: Amazon’s Rekognition shows gender and ethnic bias (updated) (1/24/19)

Amazon Is Pushing Facial Technology That a Study Says Could Be Biased (1/24/19)

Quarter of U.S. jobs could be jeopardized by AI, research shows (1/24/19)

A.I. and Automation Will Hit Low-Skill Jobs and Trump Swing States Hardest (1/24/19)

Workers in heartland states most at risk of losing jobs to AI, new study finds (1/24/19)

Automation is a bigger threat to inland California workers, study finds (1/24/19)

Can we make artificial intelligence ethical? (1/23/19)

Artificial Intelligence and Ethics (Jan/Feb 2019)

The AI Arms Race Means We Need AI Ethics (1/22/19)

He Said, She Said: Addressing Gender in Neural Machine Translation (1/22/19)

Facebook is helping husbands ‘brainwash’ their wives with targeted ads (1/22/19)

What makes AI ethicists “the top hire companies need to succeed”? (1/21/19)

A.I. Is Sending People to Jail — and Getting It Wrong (1/21/19)

What makes AI ethicists “the top hire companies need to succeed”? (1/21/19)

The goal is to automate us': welcome to the age of surveillance capitalism (1/20/19)

Why Is AI And Machine Learning So Biased? The Answer Is Simple Economics (1/20/19)

Giving algorithms a sense of uncertainty could make them more ethical (1/18/19)
How This Chicago Company Is Using Predictive Analytics To Decrease Bias (1/17/19)

US military trusted more than Google, Facebook to develop AI: survey (1/14/19)

The weaponization of artificial intelligence (1/14/19)

AI can wreak havoc if left unchecked by humans (1/14/19)

Facial and emotional recognition; how one man is advancing artificial intelligence (1/13/19)

One day your voice will control all your gadgets, and they will control you (1/11/19)

How a Google Researcher Is Making AI Easier to Understand (1/10/19)

Americans want to regulate AI but don’t trust anyone to do it (1/10/19)

Never mind killer robots—here are six real AI dangers to watch out for in 2019 (1/7/19)

The Future Of Recruiting In The Age of Automation And Artificial Intelligence (1/4/19)

2019 Is the Year to Stop Talking About Ethics and Start Taking Action (1/4/19)

How a Feel-Good AI Story Went Wrong in Flint (1/3/19)

New App Helps People Remember Faces (1/1/19)

Artificial Intelligence Ethics Guidelines in Indonesia (2019)


Papers and Peer-Reviewed Publications


Ethics as an Escape from Regulation: From ethics-washing to ethics shopping (2018)

The Bias Bias in Behavioral Economics (12/31/18)

Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making (Dec 2018)

Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions (12/16/18)

Bias Mitigation Post-processing for Individual and Group Fairness (12/14/18)

Improving fairness in machine learning systems: What do industry practitioners need? (12/13/18)

Racial Influence on Automated Perceptions of Emotions (12/6/18)

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data (12/1/18)

Artificial Intelligence in the Context of Crime and Criminal Justice (Dec 2018)

Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science (Dec 2018)

Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved (11/27/18)

AI4People-An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations (11/26/18)

50 Years of Test (Un)fairness: Lessons for Machine Learning (11/25/18)


An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations

Even If AI Can Cure Loneliness — Should It? (11/9/18)

Some Requests for Machine Learning Research from the East African Tech Scene (11/8/18)

Fairness and Abstraction in Sociotechnical Systems (11/7/18)

Modeling the Human-Robot Trust Phenomenon: A Conceptual Framework based on Risk (Nov 2018)

Consumer-Lending Discrimination in the Era of FinTech (Oct 2018)

The dangers of automating social programs (Oct 2018)

The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity (Oct 2018)

AI4People - An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations (10/28/18)

Learning Adversarially Fair and Transferable Representations (10/22/18)

Gender-Aware Natural Language Translation (10/8/18)

Model Cards for Model Reporting (10/5/18)

Methods for Practising Ethics in Research and Innovation: A Literature Review, Critical Analysis and Recommendations (10/1/18)

Optimized Scoring Systems: Toward Trust in Machine Learning for Healthcare and Criminal Justice (September 2018)

Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis (9/26/18)

Defining a Sandbox for Responsible AI (9/25/18)

Teaching Ethics, (Islamic) Values and Technology: Musings on Course Design and Experience (9/19/18)


World Economic Forum - The Future of Work 2018 Report (Sept 2018)

A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity (9/10/18)

Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate (9/6/18)

Overtrust in the Robotic Age (Sept. 2018)

How AI can be a force for good (8/24/18)

Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices (8/19/18)

Explanation in Artificial Intelligence: Insights from the Social Sciences (8/15/18)

The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning (8/14/18)

Building Safer AGI by introducing Artificial Stupidity (8/11/18)

A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics (7/2/18)


A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions (July 2018)

Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction (6/30/18)

A review of possible effects of cognitive biases on interpretation of rule-based machine learning models (6/27/18)

Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure (6/15/18)

AI and the economy (6/13/18)

Fairness definitions explained (May 2018)

Hacking the Human Bias in Robotics (May 2018)

Why is my classifier discriminatory? (5/30/18)


To Build Truly Intelligent Machines, Teach Them Cause and Effect (5/15/18)

The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards (5/9/18)

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making (4/21/18)

Modeling and Simultaneously Removing Bias via Adversarial Neural Networks (4/18/18)

Word embeddings quantify 100 years of gender and ethnic stereotypes (4/17/18)

Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions (4/10/18)

Humans forget, machines remember: Artificial intelligence and the Right to Be Forgotten (4/1/18)

Addressing Age-Related Bias in Sentiment Analysis (April 2018)

Let's talk about race: Identity, chatbots, and AI  (April 2018)

It’s Time to Do Something: Mitigating the Negative Impacts of Computing Through a Change to the Peer Review Process (3/29/18)


Data Statements for NLP: Toward Mitigating System Bias and Enabling Better Science (2/23/18)


A Reductions Approach to Fair Classification (3/6/18)

Patiency is not a virtue: the design of intelligent systems and systems of ethics (2/16/18)

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making (2/318)

Measuring and Mitigating Unintended Bias in Text Classification (2/1/18)


Transparent Model Distillation (1/26/18)

Mitigating Unwanted Biases with Adversarial Learning (1/22/18)

The accuracy, fairness, and limits of predicting recidivism (1/17/18)

AI: from rational agents to socially responsible agents (2018)

Assessing Risk Assessment in Action (2018)

Government, NGO, and expert publications

Discrimination, artificial intelligence, and algorithmic decision-making (2018)

Detecting Bias in Amazon reviews (2018)

AI Index 2018 Annual Report (December 2018)

AI Narratives Report (12/11/18)

Implementing Defensive Design in AI Deployments (12/10/18)

Artificial Intelligence and the Future of Humans (Pew Survey) (12/10/18)

AI Now 2018 Report (12/6/18)

AI Now 2018 Recommendations (12/6/18)

Expanding Employment Success for People with Disabilities (Nov 2018)

AI Fairness for People with Disabilities: Point of View (11/26/18)

Public Attitudes Toward Computer Algorithms (Pew Survey) (11/16/18)

Gender, Race and Power: Outlining a New AI Research Agenda (11/15/18)

AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations (11/2/18)

Portrayals and perceptions of AI and why they matter (Nov 2018)

Applying AI for Social Good: McKinsey Report (Nov 2018)


Declaration on Ethics and Data Protection in Artificial Intelligence by 40th International Conference of Data Protection and Privacy Commissioners (10/23/18)

Big data and AI: Ethical and societal implications (10/16/18)

Governing Artificial Intelligence: Upholding Human Rights & Dignity (10/10/18)

In Advanced and Emerging Economies Alike, Worries About Job Automation (Pew: Survey) (9/13/18)

Bots at the Gate: A Human Rights Analysis of Automated Decision-Making in Canada's Immigration and Refugee System (Sept 2018)

Cognitive diversity: AI and the future of work (Sept 2018)

KPMG: AI Risk and Controls Matrix (Sept 2018)

Playing with fairness (Sept. 2018)

An ethics checklist for data scientists

Brookings survey finds divided views on artificial intelligence for warfare, but support rises if adversaries are developing it (8/29/18)

Factsheets for AI Services (8/22/18)

Ethical OS: A guide to anticipating the future impact of today’s technology (2018)

Humans Plus Robots: Why the Two Are Better Than Either One Alone (7/12/18)

Critical Perspectives on Artificial Intelligence and Human Rights (6/19/18)

Data ethics framework (6/13/18)

Analyzing & Preventing Unconscious Bias in Machine Learning (6/12/18)

How good are Google's new AI ethics principles? (6/7/18)

Google’s AI Principles (6/6/18)

Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems (6/5/18)

The State of Machine Learning (ML) Adoption in the Enterprise - O'Reilly Survey (June 2018)

The Toronto Declaration: Protecting the rights to equality and non-discrimination in machine learning systems (5/16/18)

Designing ethically pt. 2 (5/4/18)

Designing ethically pt. 1 (5/2/18)

Skill shift: Automation and the future of the workforce (May 2018)

Addressing Age-Related Bias in Sentiment Analysis (4/21/18)

Algorithmic Accountability: A Primer (4/18/18)

Algorithmic impact assessments: A practical framework for public agency accountability (4/9/18)

How to Prevent Discriminatory Outcomes in Machine Learning (3/12/18)


Introduction to the Impact of AI-enabled Automation in the Financial Services Industry (2/22/18)

21 definitions of fairness and their politics  [pdf] [video] (2/20/18)

The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation (2/20/18)

Face Off: Law Enforcement Use of Face Recognition Technology (2/12/18)

The problem with building a “fair” system (1/30/18)

Do algorithms reveal sexual orientation or just expose our stereotypes? (1/11/18)

Eight Futures of Work: Scenarios and their Implications (January 2018)

The Verge 2018 tech report card: AI (12/30/18)

Are AI toys ethical? (12/27/18)

The Welfare State Is Committing Suicide by Artificial Intelligence (12/25/18)

The case for taking AI seriously as a threat to humanity (12/23/18)

HELLO 2019: 3 Predictions On How AI Will Learn and Impact Society (12/21/18)

The prison-reforming First Step Act has a critical software bug (12/21/18)

'Kill your foster parents': Amazon's Alexa talks murder, sex in AI experiment (12/21/18)

The rise of A.I. could hurt women's careers in a major way (12/21/18)

Amazon error allowed Alexa user to eavesdrop on another home (12/20/18)

AI makers get political (12/19/18)

Google AI Principles updates, six months in (12/18/18)

Super Human or Less Human? (12/16/18)

It’s time for a Bill of Data Rights (12/14/18)

A.I. 'bias' could create disastrous results, experts are working out how to fight it (12/14/18)

Nine charts that really bring home just how fast AI is growing (12/12/18)

The invisible workers of the AI era (12/12/18)

Your Apps Know Where You Were Last Night, and They’re Not Keeping It Secret (12/10/18)

2018 in Review: 10 AI Failures (12/10/18)

Fixing Bias In Algorithms Is Possible, And This Scientist Is Doing It (12/9/18)

120 predictions for AI for 2019 (12/9/18)

The Seductive Diversion of ‘Solving’ Bias in Artificial Intelligence (12/8/18)

Bank of America Tech Chief Defines Responsible AI Projects (12/5/18)

Big tech has your kid’s data — and you probably gave it to them (12/5/18)

Help Wanted: An Examination of Hiring Algorithms, Equity, and Bias (Dec 2018)

Technologist Vivienne Ming: 'AI is a human right' (12/7/18)

New Research Reveals 75 Percent of Customers Still Favour Live Agent Support for Customer Service vs 25 Percent Self-Service and Chatbots (12/6/18)

Are Silicon Valley’s Autoreplies Taking Over Our Minds? (12/6/18)

Facial recognition has to be regulated to protect the public, says AI report (12/6/18)

Facial recognition: It’s time for action (12/6/18)

AI has a culturally-biased worldview that Google has a plan to change (12/2/18)

10 Fundamental Insights about the Tech-Driven Future for Humanity and why women, POC, and other underrepresented people in tech should lead it (11/29/18)

Why AI Needs To Reflect Society (11/29/18)


10 Most Important AI Research Papers for 2018 (11/27/18)

UK police wants AI to stop violent crime before it happens (11/26/18)

Tech giants offer empty apologies because users can’t quit (11/26/18)


How Cheap Labor Drives China’s A.I. Ambitions (11/25/18)

Facebook should heed the lessons of internet history (11/24/18)

Wanted: The ‘perfect babysitter.’ Must pass AI scan for respect and attitude (11/23/18)

Siri, is artificial intelligence biased?” (11/20/18)

How to use science fiction to teach tech ethics (11/19/18)

One of the Fathers of AI Is Worried About Its Future (11/19/18)

A new DNA sequencing service wants to reward you for sharing your data (11/15/18)

Google 'betrays patient trust' with DeepMind Health move (11/14/18)

Harvard researchers want to school Congress about AI (11/14/18)

If You Drive in Los Angeles, the Cops Can Track Your Every Move (11/13/18)

Don’t Believe Every AI You See (11/13/18)

Algorithmic Bias or Fairness: The Importance of the Economic Context (11/13/18)

In the Age of A.I., Is Seeing Still Believing? (11/12/18)

The newest Jim Crow (11/8/18)

Breaking down AI’s trustability challenges (11/8/18)

Google Workers’ Walkout Signals Crisis of Faith in Company Culture (11/2/18)

How to Stop Technology From Becoming a Digital Frankenstein (10/31/18)

Should a Self-Driving Car Kill the Baby or the Grandma? Depends on Where You’re From (10/29/18)

Facing Tomorrow's High-Tech School Surveillance (10/29/18)

4 human-caused biases we need to fix for machine learning (10/27/18)

The Digital Gap Between Rich and Poor Kids Is Not What We Expected (10/26/18)

A Dark Consensus About Screens and Kids Begins to Emerge in Silicon Valley (10/26/18)

IBM explores the intersection of AI, ethics–and Pac-Man (10/25/18)

The AI cold war that threatens us all (10/23/18)

No Innovation Without Representation (10/23/18)

Companies are on the hook if their hiring algorithms are biased (10/22/18)

No, A.I. Won’t Solve the Fake News Problem (10/20/18)

When AI Misjudgment Is Not an Accident (10/19/18)

An Ethical Awakening in AI (10/18/18)

Weapons of Micro Destruction: How Our ‘Likes’ Hijacked Democracy (10/17/18)

When Alexa Can’t Understand You (10/16/18)

Black Mirror, Light Mirror: Teaching Technology Ethics Through Speculation (10/15/18)


WIRED25: Ethical AI: Intel's Genevieve Bell On Living with Artificial Intelligence  (10/15/18)

A Right to Reasonable Inferences: Re-thinking Data Protection Law in the Age of Big Data and AI (10/11/18)

Building trust in AI applications (10/11/18)

Amazon scraps secret AI recruiting tool that showed bias against women (10/9/18)


Think computers are less biased than people? Think again. (10/3/18)

Why Technology Favors Tyranny (Oct. 2018)

Build a minimum ethical product (9/30/18)

5 takeaways on the state of AI from Disrupt SF (9/28/18)

Senators introduce the ‘Artificial Intelligence in Government Act’ (9/26/18)

Taking algorithms to court (9/24/18)

Senators are asking whether artificial intelligence could violate US civil rights laws (9/21/18)

Artificial intelligence hates the poor and disenfranchised (9/21/18)

Artificial Intelligence: The Robots Are Now Hiring (9/20/18)

IBM launches cloud tool to detect AI bias and explain automated decisions (9/19/18)

The exploitation, injustice, and waste powering our AI (9/18/18)

How AI is already affecting jobs (9/17/18)

The Human Promise of the AI Revolution (9/14/18)

High Time to Regulate Face Recognition A.I. (9/13/18)

What Algorithms Know About You Based on Your Grocery Cart (9/13/18)

Google Knows Where You’ve Been, but Does It Know Who You Are? (9/12/18)

Many voice assistant users have ‘trust issues’ with their device, study claims (9/12/18)

Ethics + Data Science (9/10/18)

Underneath all the AI hype is the likelihood it threatens the poor, says this former Microsoft and Google exec (9/8/18)

Left Unchecked, Artificial Intelligence Can Become Prejudiced All On Its Own (9/7/18)

Artificial Intelligence is greater concern than climate change or terrorism, says new head of British Science Association (9/6/18)

From headlines to headway: Defining data ethics and its impact on data workers (9/5/18)

IBM collaborated with the NYPD on an AI system that can search for people by race (9/6/18)

Everyday Ethics for Artificial Intelligence (9/5/18)

Don’t believe the algorithm (9/5/18)

Silicon Valley Thinks Everyone Feels the Same Six Emotions (9/5/18)

California just replaced cash bail with algorithms (9/4/18)

The New AI Tech Turning Heads in Video Manipulation (9/3/18)

Japan developing ‘pre-crime’ artificial intelligence to predict money laundering and terror attacks (9/1/18)

How Not to Teach Ethics (Sept 2018)

Franken-algorithms: The Deadly Consequences of Unpredictable Code (8/30/18)

Now is the time to start thinking about AI’s impact on xenophobia (8/28/18)

Watson is helping heal America's broken criminal-sentencing system (8/25/18)

To Build Trust In Artificial Intelligence, IBM Wants Developers To Prove Their Algorithms Are Fair  (8/22/18)

Technologists are trying to fix the “filter bubble” problem that tech helped create (8/22/18)

Who needs democracy when you have data? (8/20/18)

Bias In Maternal AI Could Hurt Expectant Black Mothers (8/17/18)

AI could make dodgy lip sync dubbing a thing of the past (8/17/18)

AI-Driven Dermatology Could Leave Dark-Skinned Patients Behind (8/16/18)

The Role of Trust in an Era of AI Bots (8/15/18)

Children are susceptible to peer pressure from robots (8/15/18)

Yuval Noah Harari on what the year 2050 has in store for humankind (8/12/18)

Confronting demons of the computer age (8/12/18)

Tech companies use “persuasive design” to get us hooked. Psychologists say it’s unethical (8/8/18)

What HBR Gets Wrong About Algorithms and Bias (8/7/18)

Case studies in data ethics (8/7/18)

Why artificial intelligence will have very human frailties (8/3/18)

Using artificial intelligence to fix Wikipedia’s gender problem (8/3/18)

Facial Recognition Is the Perfect Tool for Oppression (8/2/18)

Five of the scariest predictions about artificial intelligence (8/1/18)

The U.K. Wants to Become the World Leader in Ethical A.I. (8/1/18)

Fostering a Human-Centered Approach to Artificial Intelligence (7/31/18)

Data's day of reckoning (7/31/18)

The Future of Artificial Intelligence Depends on Trust (7/31/18)

Microsoft’s politically correct chatbot is even worse than its racist one (7/31/18)

This VR Founder Wants to Gamify Empathy to Reduce Racial Bias (7/20/18)

The accent gap (7/19/18)

Health Insurers Are Vacuuming Up Details About You — And It Could Raise Your Rates (7/17/18)

Alexa alternatives have a secret weapon: Privacy (7/14/18)

UX for AI: Trust as a Design Challenge (7/12/18)

The Economics Of Artificial Intelligence - How Cheaper Predictions Will Change The World (7/10/18)

'I was shocked it was so easy': ​meet the professor who says facial recognition ​​can tell if you're gay (1/7/18)

London police chief ‘completely comfortable’ using facial recognition with 98 percent error rate (7/5/18)

4 ways AI can change democracy for the better (7/4/18)

Technology Alone Can't Preserve Endangered Languages (6/30/18)

BIAS EVERYWHERE: Tech companies just woke up to a big problem with their AI (6/30/18)

AI, Ain’t I A Woman? (6/28/18)

When impact measures fail (And what to do about it) (6/26/18)

Techstars: AI startups must be wary of ‘move fast and break things’ mantra (6/26/18)

Facial recognition software is not ready for use by law enforcement (6/25/18)

Unmasking A.I.'s Bias Problem (6/25/18)

Bias detectives: the researchers striving to make algorithms fair (6/20/18)

Bing researchers develop a novel way of collecting high-quality AI training data (6/18/18)

UK report warns DeepMind Health could gain ‘excessive monopoly power’ (6/15/18)

A Tough Week for Tech Workers, and It Won’t Be the Last (6/15/18)

Plum uses AI to hire people ‘that never would have been discovered through a traditional hiring process’ (6/13/18)

When it Comes to AI and Weapons, the Tech World Needs Philosophers (6/12/18)

This tool lets you see–and correct–the bias in an algorithm (6/12/18)

Tackling the Ethical Challenges of Slippery Technology (6/11/18)

Accenture wants to beat unfair AI with a professional toolkit (6/9/18)

Silicon Valley insiders say Facebook, Snapchat, and Twitter are using 'behavioural cocaine' to turn people into addicts (6/5/18)

The digital poorhouse (6/4/18)

Are you scared yet? Meet Norman, the psychopathic AI (6/2/18)

Artificial Intelligence: Have No Fear (June 2018)

China has turned Xinjiang into a police state like no other (5/31/18)

Does China’s digital police state have echoes in the West? (5/31/18)

Pymetrics open-sources Audit AI, an algorithm bias detection tool (5/31/18)

Machine Un-Learning: Why Forgetting Might Be the Key to AI (5/31/18)

Who is writing the future? Designing infrastructure for ethical AI (5/31/18)

The (holy) ghost in the machine: Catholic thinkers tackle the ethics of artificial intelligence (5/26/18)

Navigating the risks of artificial intelligence and machine learning in low income countries (5/24/18)

Enhanced AI Tools, Enhanced AI Trust (5/24/18)

How Advances in AI and Automation Will Upend Our Traditional Models of Economic Development (5/20/18)

Finkle floats an ethical AI plan (5/18/18)

Artificial Intelligence: What’s Human Rights Got To Do With It? (5/14/18)

Algorithms are making the same mistakes assessing credit scores that humans did a century ago (5/14/18)

Society needs a reboot for the Fourth Industrial Revolution (5/14/18)

Aided by Palantir, the LAPD used predictive policing to monitor specific people and neighborhoods (5/11/18)

This company audits algorithms to see how biased they are (5/9/18)

Facebook says it has a tool to detect bias in its artificial intelligence (5/3/18)

Data Violence and How Bad Engineering Choices Can Damage Society (4/30/18)

Revealed: how bookies use AI to keep gamblers hooked (4/30/18)

PwC: Lack of trust in AI assistants like Alexa could hinder adoption (4/29/18)

It’s time to address the reproducibility crisis in AI (4/24/18)

What you need to know about Facebook and ethics (4/19/18)

Artificial intelligence must be 'for common good' (4/16/18)

When algorithms surprise us (4/13/18)

Microsoft has given up 'significant sales' over concerns that the customer will use AI for evil, says a top scientist (4/13/18)

Democracy vs. the Algorithm (4/12/18)

Human bias is a huge problem for AI. Here’s how we’re going to fix it (4/10/18)

Drawing the Ethical Line on Weaponized Deep Learning Research (4/5/18)

Leading AI researchers threaten Korean university with boycott over its work on ‘killer robots’ (4/4/18)

7 Short-Term AI ethics questions (4/4/18)

A.I. Engineers Must Open Their Designs To Democratic Control (4/2/18)

What happens when an algorithm cuts your health care (3/21/18)

OpenAI Wants to Make Safe AI, but That May Be an Impossible Task (3/15/18)

What Developers Really Think About AI And Bias (3/15/18)

Fun fact of the day: Voice recognition tech is naturally sexist (3/14/18)

The case for fairer algorithms (3/14/18)

Google's DeepMind Has An Idea For Stopping Biased AI (3/13/18)

How to Make A.I. That’s Good for People (3/7/18)

The ART of AI — Accountability, Responsibility, Transparency (3/4/18)

Is Artificial Intelligence the Ultimate Test for Privacy? (3/2/18)

New Report on Emerging AI Risks Paints a Grim Future (2/21/18)

Interpreting machine learning models (2/20/18)

“We’re in a diversity crisis”: cofounder of Black in AI on what’s poisoning algorithms in our lives (2/14/18)

Google's DeepMind Has An Idea For Stopping Biased AI (2/13/18)

He Predicted The 2016 Fake News Crisis. Now He's Worried About An Information Apocalypse. (2/11/18)

Facial Recognition Is Accurate, if You’re a White Guy (2/9/18)


Dealing with Imbalanced Classes in Machine Learning (2/2/18)


Algorithms are making American inequality worse (1/26/18)

Sorry, Alexa Is Not a Feminist (1/24/18)

Michigan’s MiDAS Unemployment System: Algorithm Alchemy Created Lead, Not Gold (1/24/18)

A Popular Algorithm Is No Better at Predicting Crimes Than Random People (1/17/18)


Google ‘fixed’ its racist algorithm by removing gorillas from its image-labeling tech (1/12/18)

Do algorithms reveal sexual orientation or just expose our stereotypes? (1/11/18)

Why bots go bad: Curbing transgressive tendencies in AI (1/3/18)

Can an Algorithm Tell When Kids Are in Danger? (1/2/18)

The Impact of Machine Learning on Economics (Jan 2018)

Artificial Intelligence Trends to Watch in 2018 - CB Insights


Papers and Peer-Reviewed Publications

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences (12/2/17)

Are Algorithms Building the New Infrastructure of Racism? How we use big data can reinforce our worst biases—or help fix them (12/2/17)

Avoiding discrimination through causal reasoning (12/2017)

Ethical issues in research using datasets of illicit origin (Nov 2017)

The real risks of artificial intelligence (2017)

Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation (10/17/17)

Is that social bot behaving unethically? (Sept 2017)

Toward algorithmic transparency and accountability (Sept 2017)

Algorithmic decision making and the cost of fairness (8/13/17)

The Effect of Robot Performance on Human-Robot Trust in Time-Critical Situations (Aug 2017)

Human decisions and machine predictions (2017)

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints (7/29/17)

Decoupled classifiers for fair and efficient machine learning (2017)

Language from police body camera footage shows racial disparities in officer respect (6/20/17)

Algorithmic decision making and the cost of fairness (6/10/17)

Responses to Critiques on Machine Learning of Criminality Perceptions (5/26/17)

Semantics derived automatically from language corpora necessarily contain human biases (5/25/17)

Evaluating Quality of Chatbots and Intelligent Conversational Agents (4/15/17)

Ethical by Design: Ethics Best Practices for Natural Language Processing (4/4/17)

Goal-Oriented Design for Ethical Machine Learning and NLP (4/4/17)

Gender and Dialect Bias in YouTube’s Automatic Captions (4/4/17)

Social Bias in Elicited Natural Language Inferences (April 2017)

Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment. (April 2017)

The Mythos of Model Interpretability (3/6/17)

Decision Making With Quantized Priors Leads to Discrimination (Feb 2017)

Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration (2017)

On Fairness and Calibration (2017)

Refractive Surveillance: Monitoring Customers to Manage Workers (submitted 2/8/17)

Government, NGO, and expert publications

IEEE Standards Association Ethically Aligned Design guidelines v2 (12/2017)

Montreal Responsible AI Declaration (11/17)


AI Now 2017 Report (10/2017)

PRIVACY, SECURITY, AND DIGITAL INEQUALITY: How Technology Experiences and Resources Vary by Socioeconomic Status, Race, and Ethnicity (9/27/17)

Bots Won’t Just Help Us Buy Stuff. They’ll Help Us Become Better Versions of Ourselves (6/1/17)

TayTweets with Trolls: Microsoft Research’s Painful Lesson in Conversation Crowdsourcing (5/17/17)

Physiognomy’s New Clothes (5/6/17)

When Good Intentions Backfire ...And why we need a hacker mindset (2/15/17)

Can we teach morality to machines? Three perspectives on ethics for artificial intelligence (12/19/17)

Inside China’s vast new experiment in social ranking (12/14/17)

New York City’s Bold, Flawed Attempt to Make Algorithms Accountable (12/12/17)

The trouble with bias (12/10/17)


Researchers Combat Gender and Racial Bias in Artificial Intelligence (12/4/17)

Global AI Dialogue Series: Observations from the China-US Workshop in Beijing (12/2/2017)

Ethics at scale (11/29/17)

Google Translate’s gender bias pairs “he” with “hardworking” and “she” with lazy, and other examples (11/29/17)

Can A.I. Be Taught to Explain Itself? (11/21/17)

This Chatbot Is Trying Hard To Look And Feel Like Us (11/15/17)

Trustworthy AI? Yes, by design (11/8/17)

Who’s the fairest of them all? Not AI (11/8/17)

When Data Science Destabilizes Democracy and Facilitates Genocide (11/2/17)

The 10 Top Recommendations for the AI Field in 2017 (10/18/17)

What Silicon Valley gets wrong about universal basic income (10/16/17)

Can we teach robots ethics? (10/15/17)

Asking the right questions about AI (10/11/17)

Forget killer robots - Bias is the real AI danger (10/3/17)

Airport Face Scans Could Be a Dry Run for a National Surveillance System (10/3/17)

Artificial Empathy Systems and Design Research at Scale (10/2/17)

Artificial intelligence is about the people, not the machines (9/30/17)

How to recognize exclusion in AI (9/26/17)

Instagram uses 'I will rape you' post as Facebook ad in latest algorithm mishap (9/21/17)

Artificial intelligence can make our societies more equal. Here’s how (9/21/17)

Training soft skills into AI technology (9/19/17)

AI research is in desperate need of an ethical watchdog (9/18/17)

New AI can guess whether you’re gay or straight from a photograph (9/7/17)

How to regulate artificial intelligence (9/1/17)

Turns out Algorithms are racist (8/31/17)

The IRS Is Mining Taxpayer Data On Social Media In Violation Of Federal Privacy Law (8/28/17)

New app scans your face and tells companies whether you’re worth hiring (8/25/17)

Machines taught by photos learn a biased view of women (8/21/17)

AI’s biggest challenge is human, not technological. (8/19/17)

AI programs are learning to exclude African-American voices (8/16/17)

Teaching AI systems to behave themselves (8/13/17)

Why we desperately need women to design AI (8/4/17)

Biased AI is a threat to civil liberties. The ACLU has a plan to fix it. (7/25/17)

Technology Is Biased Too. How Do We Fix It? (7/20/17)

Why Google’s PAIR initiative to take bias out of AI will never be complete (7/18/17)

AI and the future of ethics (7/1/17)

Volvo admits its self-driving cars are confused by kangaroos (6/30/17)

When a Computer Program Keeps You in Jail (6/13/17)

To live in harmony with AI we must create a modern Magna Carta (7/6/17)

Corporate Surveillance in Everyday Life (June 2017)

A discussion about AI’s conflicts and challenges (6/17/17)

Elon Musk and linguists say that AI is forcing us to confront the limits of human language (6/14/19)

Facebook taught bots to negotiate (and lie) like humans (6/14/17)

This backflipping noodle has a lot to teach us about AI safety (6/14/17)

Don't Grade Teachers With a Bad Algorithm (5/15/17)

The dark secrets at the heart of AI (4/11/17)

Will Using Artificial Intelligence To Make Loans Trade One Kind Of Bias For Another? (3/31/17)

We need to talk about Accessibility on Chatbots (1/30/17)

Algorithms and bias: What lenders need to know (1/20/17)


Papers and Peer-Reviewed Publications

Future Relations between Humans and Artificial Intelligence: A Stakeholder Opinion Survey in Japan (Dec 2016)

​​Demographic Dialectal Variation in Social Media: A Case Study of African-American English (Nov 2016)

Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability (12/13/16)

The Other Question: Socialbots and the Question of Ethics (12/1/16)

Accessorize to a Crime: Real and Stealthy Attacks on State-of-the-Art Face Recognition (10/24/16)

Algorithmic Bias? An Empirical Study into Apparent Gender-Based Discrimination in the Display of STEM Career Ads (10/15/16)

Equality of Opportunity in Supervised Learning (10/7/16)

Generating Visual Explanations (Oct 2016)

On the (im)possibility of fairness (9/23/16)

The Ethics of Algorithms: Mapping the Debate (July 2016)

The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms (2/25/16)

"Why Should I Trust You?": Explaining the Predictions of Any Classifier (2/16/16)

A Confidence-Based Approach for Balancing Fairness and Accuracy (1/22/16)

Policing Predictive Policing (2016)

Man is to computer programmer as woman is to homemaker? Debiasing word embeddings (2016)

Designing AI systems that obey our laws and values (2016)

Government, NGO, and expert publications

A Guide to Solving Social Problems with Machine Learning (12/8/16)

Racism and inequity are products of design. They can be redesigned. (11/15/16)

Past Imperfect: How Credit Scores and Other Analytics “Bake In” and Perpetuate Past Discrimination (May 2016)

Learning from Tay’s introduction (3/25/16)

Big Data’s Disparate Impact (2016)

Facebook Privacy: Social Network Buys Data From Third-Party Brokers To Fill In User Profiles (12/28/16)

Top 10 AI failures of 2016 (12/2/2016)

Facebook Lets Advertisers Exclude Users by Race (10/28/16)

The ethics of good design: A principle for the connected age (11/20/16)

The perpetual line-up (10/18/16)

There is a blind spot in AI (10/13/16)

Is machine learning sexist? (10/11/16)

A beauty contest was judged by AI and the robots didn't like dark skin (9/8/2016)

How algorithms rule our working lives (9/1/16)

Chicago’s predictive policing tool just failed a major test (8/19/16)

Artificial Intelligence Has a ‘Sea of Dudes’ Problem (6/23/16)

Machine Bias (5/23/2016)

Is Amazon same-day delivery service racist? (4/23/16)

Twitter taught Microsoft’s AI chatbot to be a racist asshole in less than a day (3/24/2016)

Uber seems to offer better service in areas with more white people (3/10/16)


Race effects on eBay (Oct 2015)

Is GPS ruining our ability to navigate for ourselves? (9/2/15)

Women less likely to be shown ads for high-paid jobs on Google, study shows (7/28/15)

Questioning the Fairness of Targeting Ads Online (7/7/15)

Google Photos Tags Two African-Americans As Gorillas Through Facial Recognition Software (7/1/15)

Automated Experiments on Ad Privacy Settings (4/18/15)

“My Brain Database Doesn’t See Skin Color”: Color-Blind Racism in the Technology Industry and in Theorizing the Web (3/31/15)

What happens before? A field experiment exploring how pay and representation differentially shape bias on the pathway into organizations. (2015)


Social attributions from faces bias human choices (Nov 2014)

How big data is unfair (9/26/14)

How to Build a Strong Ethical Culture at Your [Government] Agency (7/14/14)

Big Questions for Social Media Big Data: Representativeness, Validity and Other Methodological Pitfalls (5/14/22)


Data brokers selling lists of rape victims, AIDS patients (12/19/13)

Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language (9/11/13)

Linguistic Models for Analyzing and Detecting Biased Language (August 2013)

When Should a Decision Maker Ignore the Advice of a Decision Aid? (3/27/13)

Discrimination in Online Ad Delivery (1/28/13)


Fairness through awareness (Jan 2012)


A Framework for Ethical Reasoning (12/2/11)

Testing a Bayesian Measure of Representativeness Using a Large Image Database (2011)


Perceptual cues in non-verbal vocal expressions of emotion (4/29/10)

Implicit Value Judgments in the Measurement of Health Inequalities (3/24/10)


HP Investigates Claims of 'Racist' Computers (12/22/09)

Camera Misses the Mark on Racial Sensitivity (5/19/09)


Understanding Information Ethics and Policy: Integrating Ethical Reflection and Critical Thinking into Policy Development (2008)


Ethical Fading: The Role of Self-Deception in Unethical Behavior (7/2004)