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Data Leverage Short Posts

@nickmvincent.bsky.social

Short posts about data leverage-related AI policy. Generally these posts will avoid longer exposition and connection to current events.

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6Posts

1mo agoLast active

August 2026 notes on stubs

Longer focus posts I want to write or find

Using AI kind of involves interacting with other people

A focused note on generative AI use as mediated interaction with upstream human contributors.

Scoping AI dividend policies

Independent AI auditors can help determine which firms and models should fall within AI-targeted economic policies.

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.

Augmentation is a data flow problem

A short argument that "augment, do not replace" is about data control.

AI progress as quasi-public good production

A short argument that AI systems pool diffuse human work into privately governed, public-good-like model weights.

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