Data Leverage
Long-form writing from the repo
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AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
June 06, 2026
The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
April 29, 2026
Attestation across the AI Supply Chain
April 08, 2026
"People First" Policy Ideas that Complement Each Other (through better data flow)
April 05, 2026
AI is driving the cost of polish down; some musings on fancy versus terse artifacts
March 31, 2026
Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
March 08, 2026
A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
March 02, 2026
The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
February 16, 2026
The Coding Agent Data Deal
January 11, 2026
Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
January 04, 2026
How collective bargaining for information, public AI, and HCI research all fit together
December 23, 2025
Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
November 25, 2025
How collective bargaining for information, public AI, and HCI research all fit together
October 10, 2025
Which datasets should we assume are "in all the AI models"?
September 23, 2025
Algorithmic Collective Action With Two Collectives [crosspost]
June 19, 2025
On AI-driven Job Apocalypses and Collective Bargaining for Information
June 04, 2025
How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
May 29, 2025
Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking
May 27, 2025
Google and TikTok rank bundles of information; ChatGPT ranks grains.
May 26, 2025
[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives?
April 20, 2025
Public AI, Data Appraisal, and Data Debates
April 02, 2025
Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
March 01, 2025
Tipping Points for Content Ecosystems
February 11, 2025
AI Labs Should Open Source Data Protection Technologies
January 30, 2025
Live by the free-content-for-training sword, die by the free-content-for-training sword
January 27, 2025
Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
December 11, 2024
Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry
November 08, 2024
Is Zuckerberg right to say that your specific creative work has no value to AI?
September 27, 2024
"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces
August 07, 2024
Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
November 12, 2023
Will the New York Times Data Strike Have a Large Impact on ChatGPT?
September 27, 2023
A Harbinger of the Future of Content? The New York Times Starts a Data Strike
August 24, 2023
The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
May 04, 2023
Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
April 30, 2023
Data Leverage Recap: December 2022 - April 2023
April 17, 2023
Bing Rewards for the AI Age
March 29, 2023
Plural AI Data Alignment
March 01, 2023
AI Technologies are System Maps, and You are a Cartographer
February 02, 2023
AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
December 15, 2022
ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
December 03, 2022
The Paradox of Reuse, Language Models Edition
December 01, 2022
Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
September 21, 2020
Archive - Data Leverage