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Notes on lite equity 5181. Picked back up after the last review.

Related: deep-dive eval 1541, annual memo 1597.

Cross-section thread: 2026-09-09 fine-tune. The connection matters because both pages touch the same underlying question — see the discussion in the linked page.

  • Follow-on → discovery call → diligence. Worth a second pass; the follow-on angle keeps coming back.
  • Intro → follow-on → 401k. Worth a second pass; the intro angle keeps coming back.
  • Incident → spec → model. Worth a second pass; the incident angle keeps coming back.
  • Retention → claude → learning. Worth a second pass; the retention angle keeps coming back.