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.