| 2026Jul 2026 | Knowledge commons | Shortpost | Using AI kind of involves interacting with other peopleData Leverage Short Posts |
| 2026Jun 2026 | Data as labor | Blog | Data labeling work should be dignified, not dismissedData Leverage |
| 2026Jun 2026 | Data dividends | Blog | AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data DependenceData Leverage |
| 2026Jun 2026 | Safety and evals | Other paper | IDP-Bench: Benchmarking ability of LLMs to protect personal information in interdependent privacy contextsarXiv preprint |
| 2026May 2026 | Knowledge commons | Workshop | WikiGap: Promoting Epistemic Equity by Surfacing Knowledge Gaps Between English Wikipedia and other Language EditionsWikiWorkshop 2026 |
| 2026May 2026 | Data as labor | Shortpost | N-gram search as posterior updating for data attributionData Leverage Short Posts |
| 2026May 2026 | Safety and evals | Panel | Panelist, Responsible AI TrackCanadian AI/CRV 2026 |
| 2026May 2026 | AI supply chains | Shortpost | Augmentation is a data flow problemData Leverage Short Posts |
| 2026Apr 2026 | Safety and evals | Blog | The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow RightData Leverage |
| 2026Apr 2026 | LLM simulation | Workshop | PoliSim@CHI 2026: LLM Agent Simulation for PolicyACM CHI Extended Abstracts |
| 2026Apr 2026 | AI supply chains | Blog | Attestation across the AI Supply ChainData Leverage |
| 2026Apr 2026 | Public AI | Blog | "People First" Policy Ideas that Complement Each Other (through better data flow)Data Leverage |
| 2026Apr 2026 | Knowledge commons | Blog | AI is driving the cost of polish down; some musings on fancy versus terse artifactsData Leverage |
| 2026Mar 2026 | Data leverage | Panel | Panel: Can Decentralists Cooperate? Rethinking Commons and Collective Action in the Age of Platforms and AIATScience 2026 |
| 2026Mar 2026 | AI supply chains | Project | Data Counterfactuals |
| 2026Mar 2026 | AI supply chains | Blog | Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulatorsData Leverage |
| 2026Mar 2026 | Data leverage | Podcast | Collective action strategies in the age of AI w/ Nick Vincent from Data LeverageThe Blockchain Socialist |
| 2026Mar 2026 | Data leverage | Blog | A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AIData Leverage |
| 2026Feb 2026 | Knowledge commons | Blog | The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"Data Leverage |
| 2026Feb 2026 | Data as labor | Media | New Research Challenges Tech Giants to Recognize Users as Laborers, Not ByproductsCarnegie Mellon University Tepper School of Business |
| 2026Jan 2026 | Data as labor | Blog | The Coding Agent Data DealData Leverage |
| 2026Jan 2026 | Data as labor | Blog | Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!Data Leverage |
| 20262026 | AI supply chains | Project | Data Lava Lamp |
| 2025Dec 2025 | Data leverage | Workshop | Empowering Users Together: Connecting Algorithmic Collective Action and Explainable AIAlgorithmic Collective Action Workshop at NeurIPS 2025 |
| 2025Dec 2025 | Data leverage | Workshop Organizer | Co-organizer, NeurIPS Workshop on Algorithmic Collective ActionNeurIPS Workshop on Algorithmic Collective Action |
| 2025Nov 2025 | AI supply chains | Blog | Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".Data Leverage |
| 2025Nov 2025 | Safety and evals | Other paper | Benchmarks 101NeurIPS 2025 Education Program |
| 2025Oct 2025 | Data leverage | Workshop | Sync or Sink: Bounds on Algorithmic Collective Action with Noise and Multiple GroupsAlgorithmic Collective Action Workshop at NeurIPS 2025 |
| 2025Oct 2025 | Data leverage | Blog | How collective bargaining for information, public AI, and HCI research all fit togetherData Leverage |
| 2025Oct 2025 | Safety and evals | Other paper | Open WebUI: An Open, Extensible, and Usable Interface for AI InteractionarXiv preprint |
| 2025Sep 2025 | AI supply chains | Blog | Which datasets should we assume are "in all the AI models"?Data Leverage |
| 2025Sep 2025 | AI supply chains | Project | DataLicenses.org |
| 2025Sep 2025 | Public AI | Media | Should the public sector build its own AI?The Financial Times |
| 2025Aug 2025 | Safety and evals | Talk | Data Leverage and AI SafetySingapore AI Safety Hub |
| 2025Jul 2025 | Public AI | Talk | Data and Public AITPC25 |
| 2025Jul 2025 | Safety and evals | Media | AI as 'teammate'? Not so fast, say experts warning it could be 'dangerous'Canadian HR Reporter |
| 2025Jun 2025 | Public AI | Podcast | AI as a Public Good with Jake Hirsch-Allen and Nicholas VincentBrainTrainr Podcast |
| 2025Jun 2025 | Data leverage | Blog | Algorithmic Collective Action With Two Collectives [crosspost]Data Leverage |
| 2025Jun 2025 | Data leverage | Blog | On AI-driven Job Apocalypses and Collective Bargaining for InformationData Leverage |
| 2025Jun 2025 | Knowledge commons | Workshop | Epistemic Authority in AI Fact-Checking: A Human and Data Centric Perspective4S 2025 Conference: Reverberations |
| 2025May 2025 | Safety and evals | Blog | How do we know our AI output is good? Double checks, bar charts, vibes, and training data.Data Leverage |
| 2025May 2025 | Knowledge commons | Shortpost | AI progress as quasi-public good productionData Leverage Short Posts |
| 2025May 2025 | Data as labor | Blog | Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and RankingData Leverage |
| 2025May 2025 | Social computing | Blog | Google and TikTok rank bundles of information; ChatGPT ranks grains.Data Leverage |
| 2025May 2025 | Knowledge commons | Media | Can Wikipedia survive the rise of AI and the age of Donald Trump?Australian Broadcasting Corporation |
| 2025May 2025 | Safety and evals | Media | ‘Trial and error’: Over half of AI redundancies a mistake, say leadersCanadian HR Reporter |
| 2025Apr 2025 | Safety and evals | Workshop | Step-By-Step Reasoning with Meta Cognitive Prompts to Reduce Contextual HallucinationHEAL Workshop @ CHI 2025 |
| 2025Apr 2025 | Data dividends | Blog | [microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives?Data Leverage |
| 2025Apr 2025 | AI supply chains | Media | Inside Meta's secret experiments that improve its AI modelsBusiness Insider |
| 2025Apr 2025 | Public AI | Workshop | Canada as a Champion for Public AI: Data, Compute and Open Source Infrastructure for Economic Growth and Inclusive Innovationauthor preprint |
| 2025Apr 2025 | Public AI | Blog | Public AI, Data Appraisal, and Data DebatesData Leverage |
| 2025Mar 2025 | Public AI | Talk | Canada as Champion for Public AIMcMaster Internet Policy Lab |
| 2025Mar 2025 | Public AI | Talk | Emerging Concerns with the Generative AI Data Paradigm (and how academic research and “Public AI” can help)UBC NLP |
| 2025Mar 2025 | Data leverage | Talk | Activism in the Age of AIIATSE 891 AI Day of Learning @ Downtown Vancouver |
| 2025Mar 2025 | Public AI | Other paper | AI for Just Work: Constructing Diverse Imaginations of AI beyond "Replacing Humans"arXiv preprint |
| 2025Mar 2025 | Data leverage | Blog | Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining PowerData Leverage |
| 2025Feb 2025 | Knowledge commons | Blog | Tipping Points for Content EcosystemsData Leverage |
| 2025Jan 2025 | AI supply chains | Blog | AI Labs Should Open Source Data Protection TechnologiesData Leverage |
| 2025Jan 2025 | AI supply chains | Media | OpenAI is reaping what it sowed with DeepSeek. What's that old saying about karma?Business Insider |
| 2025Jan 2025 | AI supply chains | Blog | Live by the free-content-for-training sword, die by the free-content-for-training swordData Leverage |
| 2025Jan 2025 | AI supply chains | Workshop | Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and DisclosureAAAI 2025 Workshop on AIGOV |
| 2024Dec 2024 | AI supply chains | Blog | Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?Data Leverage |
| 2024Nov 2024 | Data as labor | Blog | Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI IndustryData Leverage |
| 2024Sep 2024 | Data leverage | Blog | Is Zuckerberg right to say that your specific creative work has no value to AI?Data Leverage |
| 2024Sep 2024 | AI supply chains | Talk | Human-Centered AI Research and New Paradigms for Generative AI DataHuman-Centered AI Conference @ Pepperdine University |
| 2024Aug 2024 | AI supply chains | Other paper | A step forward in tracing and documenting dataset provenanceNature Machine Intelligence, News & Views |
| 2024Aug 2024 | Safety and evals | Blog | "Many Models" and "Track Changes" for AI: Some Thoughts on LLM InterfacesData Leverage |
| 2024Jun 2024 | AI supply chains | Media | Is data supply AI’s Achilles’ heel?UBS |
| 2024May 2024 | Data as labor | Talk | Economic Concentration and Dispossessive Data Use: Can HCI Solve Challenges from and to AI?SIGCHI 2024 Outstanding Dissertation Award |
| 2024May 2024 | Safety and evals | Workshop | Designing an open-source LLM interface and social platforms for collectively driven LLM evaluation and auditingHEAL Workshop @ CHI 2024 |
| 2024May 2024 | Safety and evals | Workshop | The Need for Flexible Interfaces for Text-to-Image Auditing: A Case Study of DALL·E 2 and DALL·E 3GenAICHI @ CHI 2024 |
| 2024Apr 2024 | Social computing | Media | Is this AI? See if you can spot the technology in your everyday lifeThe Washington Post |
| 2024Mar 2024 | AI supply chains | Media | Jews have always been prolific writers. Has AI wound up with too much of their work?Jewish Telegraphic Agency |
| 2024Mar 2024 | AI supply chains | Media | Nicholas Vincent explains why robots.txt is no longer enough to protect against web scrapingIT Brew |
| 2024Feb 2024 | Data leverage | Writing | Project Spotlight: CollectiveVoiceMetagov News |
| 2024Feb 2024 | Data as labor | Writing | Where Biden’s AI policies fall short in protecting workers.The Bulletin of the Atomic Scientists |
| 2024Jan 2024 | Safety and evals | Panel | Responsive LLM DevelopmentUniversity of Toronto Data Sciences Institute: Fairness - ChatGPT Workshop |
| 2024Jan 2024 | Knowledge commons | Media | AI is killing the grand bargain at the heart of the web. 'We're in a different world.'Business Insider |
| 20242024 | Data dividends | Project | Data Napkin Math |
| 2023Nov 2023 | Public AI | Workshop | An Alternative to Regulation: The Case for Public AIRegML 2023 Workshop @ NeurIPS 2023 |
| 2023Nov 2023 | AI supply chains | Blog | Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI SystemsData Leverage |
| 2023Nov 2023 | Data dividends | Workshop | Sharing the Winnings of AI with Data Dividends: Challenges with 'Meritocratic' Data ValuationEAAMO 2023 Poster Track |
| 2023Oct 2023 | Data dividends | Media | Newspapers want payment for articles used to power ChatGPTThe Washington Post |
| 2023Oct 2023 | Knowledge commons | Workshop | Epistemic Injustice in Online Communities: Unpacking the Values of Knowledge Creation and Curation within CSCW ApplicationsWorkshop at CSCW |
| 2023Oct 2023 | AI supply chains | Workshop | Can Licensing Mitigate the Negative Implications of Commercial Web Scraping?Workshop at CSCW 2023 |
| 2023Oct 2023 | Data leverage | Writing | How creatives can stop AI from stealing their work.The Bulletin of the Atomic Scientists |
| 2023Sep 2023 | Data leverage | Blog | Will the New York Times Data Strike Have a Large Impact on ChatGPT?Data Leverage |
| 2023Aug 2023 | Data as labor | Media | 'Data leverage' and the Harry Potter test: How much is a single book worth to a giant AI model?Business Insider |
| 2023Aug 2023 | Data leverage | Blog | A Harbinger of the Future of Content? The New York Times Starts a Data StrikeData Leverage |
| 2023Jul 2023 | Knowledge commons | Media | Wikipedia’s Moment of TruthNew York Times Magazine |
| 2023Jul 2023 | Data as labor | Writing | A roadmap toward empowering the labor force behind AI.Montreal AI Ethics Institute Research Summaries |
| 2023Jun 2023 | Data as labor | Media | We are all AI’s free data workersMIT Technology Review |
| 2023May 2023 | Data leverage | Blog | The WGA Strike is a Canary in the Coal Mine for AI Labor ConcernsData Leverage |
| 2023May 2023 | Data leverage | Blog | Reddit, StackOverflow, and Europe: All Trending Towards Data DignityData Leverage |
| 2023Apr 2023 | Data leverage | Blog | Data Leverage Recap: December 2022 - April 2023Data Leverage |
| 2023Mar 2023 | Data dividends | Blog | Bing Rewards for the AI AgeData Leverage |
| 2023Mar 2023 | Social computing | Other paper | Retracted Articles about COVID-19 Vaccines Enable Vaccine Misinformation on TwitterarXiv preprint |
| 2023Mar 2023 | AI supply chains | Talk | Community Dialogue on Accountable Governance and DataCommunity Data Science Collective Community Dialogues |
| 2023Mar 2023 | AI supply chains | Blog | Plural AI Data AlignmentData Leverage |
| 2023Feb 2023 | AI supply chains | Talk | Human-centered data and language models -- Privacy, data as labor, and licensingStanford Social NLP Reading Group Talks |
| 2023Feb 2023 | Data leverage | Blog | AI Technologies are System Maps, and You are a CartographerData Leverage |
| 2023Jan 2023 | Safety and evals | Talk | Algorithmic ContestabilityCenter for Advancing Safety of Machine Intelligence, Toward a Safety Science of AI |
| 2023Jan 2023 | Data leverage | Writing | ChatGPT Stole Your Work. So What Are You Going to Do?Wired |
| 2022Dec 2022 | Data leverage | Blog | AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of LeverageData Leverage |
| 2022Dec 2022 | Data as labor | Blog | ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)Data Leverage |
| 2022Dec 2022 | Knowledge commons | Blog | The Paradox of Reuse, Language Models EditionData Leverage |
| 2022Nov 2022 | Data as labor | Workshop | Ethical Tensions, Norms, and Directions in the Extraction of Online Volunteer WorkWorkshop at CSCW |
| 2022Nov 2022 | Data as labor | Workshop | Misleading Tweets and Helpful Notes: Investigating Data Labor by Twitter Birdwatch UsersACM CSCW Posters |
| 2022Oct 2022 | Data dividends | Workshop | Collaborative Design of Contribution Tracking Systems for Decentralized OrganizationsCESC 2022 |
| 2022Apr 2022 | Data leverage | Media | Internet users are 'poisoning' their personal data in the fight against online surveillanceLe Monde |
| 2022Mar 2022 | Social computing | Other paper | Online Engagement with Retracted Articles: Who, When, and How?arXiv preprint |
| 2021Nov 2021 | AI supply chains | Other paper | Preview of "Data and its (dis)contents: A survey of dataset development and use in machine learning research"Patterns |
| 2021Nov 2021 | Data dividends | Podcast | Should Tech Companies Be Paying Us for Our Data?Things Have Changed Podcast |
| 2021Oct 2021 | Data dividends | Other paper | From My Data to Our DataBook chapter in The Future of Building Wealth |
| 2021Jul 2021 | Data leverage | Writing | Apple Now Lets You Opt-Out of Tracking: Will This Give You More Influence Over Tech Companies?Technically Social |
| 2021Jul 2021 | Data as labor | Writing | GitHub Copilot and the Exploitation of "Data Labor": A Wake-Up Call for the Tech IndustryPSA Computing Blog |
| 2021Jun 2021 | Social computing | Media | Got the same name as a serial killer? Google might think you’re the same personVox |
| 2021May 2021 | Data dividends | Media | Facebook and Others Should Pay Us for Our Data. Here’s One WayBloomberg |
| 2021May 2021 | Data leverage | Talk | Public interest technologies for the ML age3rd Obfuscation Workshop |
| 2021May 2021 | Data dividends | Other paper | A Data Dividend that Works: Steps Toward Building an Equitable Data EconomyBerggruen Institute white paper |
| 2021May 2021 | Data dividends | Podcast | On Data DividendsRadicalxChange Podcast |
| 2021Apr 2021 | Data leverage | Writing | Powerful Technologies and Their Power Laws: Estimating Machine Learning Systems' Data Leverage VulnerabilitiesObservable Notebook |
| 2021Mar 2021 | Data leverage | Media | How to poison the data that Big Tech uses to surveil youMIT Technology Review |
| 2021Mar 2021 | Data as labor | Writing | Why You're an Expert Language Model TrainerPSA Computing Blog |
| 2021Mar 2021 | Data leverage | Writing | What if we could check Big Tech?: The collective voice of millions of users could be as effective as regulationNorthwestern Now |
| 2021Feb 2021 | Data leverage | Media | Your data is a weapon that can help change corporate behaviorFortune |
| 2020Sep 2020 | Data as labor | Writing | Don't give OpenAI all the credit for GPT-3: You might have helped create the latest 'astonishing' advance in AI tooPSA Computing Blog |
| 2020Sep 2020 | Data as labor | Blog | Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI tooData Leverage |
| 2020Sep 2020 | Data leverage | Writing | "Data Strikes": A New Form of Leverage for Tech Users?Data Dividend Project Blog |
| 2020Jul 2020 | Data leverage | Media | Is it time for Netflix subscribers to go on strike?Quartz |
| 2019Nov 2019 | Data dividends | Other paper | Mapping the Potential and Pitfalls of 'Data Dividends' as a Means of Sharing the Profits of Artificial Intelligence.arXiv preprint |
| 2018Mar 2018 | Knowledge commons | Media | YouTube May Add to the Burdens of Humble WikipediaNew York Times |
| 2015Nov 2015 | Safety and evals | Workshop | Deep learning of tissue fate features in acute ischemic strokeBIBM 2015 Workshop on Biomedical Visual Search and Deep Learning |
| 2015Nov 2015 | Safety and evals | Workshop | Detection of hyperperfusion on arterial spin labeling using deep learningBIBM 2015 Workshop on Biomedical Visual Search and Deep Learning |