Data Leverage Garden
A locally generated reading view over long posts, short posts, and meta notes.
Long Posts
40 total-
The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
Why the AI evaluation crisis could force a reckoning on dataset provenance, attribution, and consent.
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Attestation across the AI Supply Chain
A proposal for interoperable attestation objects that connect training data, evaluation labor, and AI-generated outputs across the AI supply chain.
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"People First" Policy Ideas that Complement Each Other (through better data flow)
Reacting to a wide-ranging set of policy ideas from OpenAI.
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AI is driving the cost of polish down; some musings on fancy versus terse artifacts
AI progress means the "polish" of a figure or website no longer proxies for quality. Can we try to turn this into a good thing for curation, attention allocation, and even AI progress itself?
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Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
Making an "if you like X, you might want to support Y" argument for data-focused policy
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A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
Back to the basics of data leverage.
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The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
How we can understand, and react to, the complicated impacts of AI systems on online communities and knowledge commons
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The Coding Agent Data Deal
On user data control, coding agents as retrievers, and the value of your coding transcripts
Short Posts
0 totalNo posts in this section yet.