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Nick Vincent
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Nick Vincent

@nickmvincent.bsky.social
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Studying people and computers (https://www.nickmvincent.com/) Blogging about data and steering AI (https://dataleverage.substack.com/)

Data Leverage Short Posts
Data Leverage Short PostsAug 3, 2026
August 2026 notes on stubs
Longer focus posts I want to write or find
Data Leverage Short Posts
Data Leverage Short PostsJul 8, 2026
Using AI kind of involves interacting with other people
A focused note on generative AI use as mediated interaction with upstream human contributors.
Data Leverage
Data LeverageJun 20, 2026
Data labeling work should be dignified, not dismissed
Reacting to the Meta data labeling reassignment story as a data bargain problem rather than only a status story.
Data Leverage Short Posts
Data Leverage Short PostsJun 10, 2026
Scoping AI dividend policies
Independent AI auditors can help determine which firms and models should fall within AI-targeted economic policies.
Data Leverage
Data LeverageJun 7, 2026
AI Dividends Without Taxing Compute or State Ownership: A Presumptive Commons-Rent Tax Based on Capability Measurement and Data Attribution
Data dividends based on capability measurement, data provenance, and AI auditing.
notesonnotes: nick v's meta blog
notesonnotes: nick v's meta blogMay 28, 2026
How I am publishing right now
A rough map of my current local Markdown to Leaflet, Substack, and social-post workflow.
Data Leverage Short Posts
Data Leverage Short PostsMay 27, 2026
N-gram search as posterior updating for data attribution
A short argument that model outputs and training-data priors can improve rough approximations of data attribution.
Data Leverage Short Posts
Data Leverage Short PostsMay 26, 2026
Augmentation is a data flow problem
A short argument that "augment, do not replace" is about data control.
Data Leverage
Data LeverageApr 30, 2026
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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notesonnotes: nick v's meta blog
notesonnotes: nick v's meta blogApr 28, 2026
April 2026 small points
test
Data Leverage
Data LeverageApr 9, 2026
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.
Data Leverage
Data LeverageApr 6, 2026
"People First" Policy Ideas that Complement Each Other (through better data flow)
Reacting to a wide-ranging set of policy ideas from OpenAI.