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27 lines
1.5 KiB
Org Mode
27 lines
1.5 KiB
Org Mode
:PROPERTIES:
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:ID: efc76898-03f7-57ba-923d-35d65da88bb7
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:END:
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#+title: The Per-Domain Sufficiency Flip
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#+filetags: :passepartout:sufficiency:flip:domain:knowledge:
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The sufficiency flip is not a single event — it happens independently for each domain, and some domains never flip.
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**Knowledge types required:**
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- **Structural** (published rules, configs, specs) — LLM translation + ACL2 verification. Flips in days.
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- **Empirical** (what happens when X?) — active sandboxed probing. Flips in days to weeks.
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- **Performance** (latency, throughput) — benchmark harness. Flips in hours.
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- **Transfer** from related domains — ontology alignment. Flips in days.
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- **Tacit** (craft expertise, organizational culture) — requires Phase 3 archivist loop over time. May never fully flip.
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- **Aesthetic** (poetry, creative writing) — never flips. The system is honest about its frontier.
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**Fastest path to flip any domain:**
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1. Ingest all published text (hours)
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2. Run benchmark harness (hours)
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3. Run active sandboxed probes (automated)
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4. Generate contrastive queries for the 5% uncertain rules (one human session, a few hours)
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5. Start serving real interactions (empirical loop tightens from first interaction)
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For the Lisp Machine bootstrap, every subdomain is software (the most codifiable domain). The entire bootstrap can flip in days to weeks with one human review session.
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See also: [[file:gate-rule-encoding.org][Gate rule encoding]], [[file:time-estimates.org][Time estimates]], [[file:cost-structure.org][Cost structure]]
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