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Data Leverage Short Posts

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

@nickmvincent.bsky.social0readers4posts15d ago

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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.

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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