Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 10:17:34 UTC · last check 2026-10-03 10:35:10 UTC

C.22.1:9 - Worked moment

  • Two agentic research setups both eventually reach an acceptable threshold on a new catalyst-search task family.
  • One of them reaches threshold after a small probe budget, shows a declared transfer gain on one adjacent task family, and records that the winning path entered a previously unused solution corridor.
  • The other reaches threshold only after much larger budget and without any reusable transfer.
  • The adaptation signature makes that difference publishable without pretending that both runs express the same specialization story.