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August 2026 notes on stubs

Longer focus posts I want to write or find

Nick Vincent
Aug 3, 20261 min read

hese are some one-liners that I want to expand into ~600-word focus posts to link to from other posts (or just find a good canonical reference that makes the point).

  • eval data is what you eval on...
  • there's always a model in prod...
  • scaling laws for evals...
  • pretraining detente and clearer public/private split
  • centrist take on distillation
  • we should freak out about Terms of Service from organizations trying to build "AGI"

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