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Hermes 2d0d6d478a per-domain flip: knowledge types and fastest acquisition

- Sufficiency flip is per-domain, not global. Poetry never flips.
- Three knowledge types: structural (published rules), empirical
  (observations), performance (profiling data)
- Fastest acquisition: active sandboxed probing, contrastive queries
  to human (not waiting for HITL to accumulate), ontology transfer
  from related domains, benchmark harness
- Codified domain: flip within days (hours LLM + hours expert review)
- Uncodified learnable domain: flip within weeks (probe + real use)
- Never-flip domains: system is honest, LLM handles 100%

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companies

init: brain directory structure

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init: brain directory structure

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init: brain directory structure

2026-05-11 02:02:01 +00:00

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per-domain flip: knowledge types and fastest acquisition