T03: research control plane
H-001..H-005 with explicit falsification conditions, E-001..E-003, the Concept-Implementation Fitness Map, findings log and ID convention. Plain files, no tooling. - fitness map corrects Improvement Loop section 13 levels downward: nothing exceeds C1 without implementation - H-005 (Energy) dormant by decision - events captured, no scoring written - H-001 gets a genuine control arm so the semantic-action thesis is not trivially true - E-003 added: deliberately attacks the safety boundary rather than only sampling benign cases Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Assistant: claude-code Assistant-Model: opus Assistant-Process: 1629012@bnt-lap001 Assistant-Session: 78d4fb13-8a1e-474b-87a3-9b9261c49a39
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research/hypotheses/H-005-verification-energy.md
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research/hypotheses/H-005-verification-energy.md
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---
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id: H-005
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title: Verification Energy
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status: PROPOSED
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created: "2026-08-22"
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experiments: []
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concepts: [C-energy]
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---
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# H-005 — Verification Energy
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## Claim
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Historical evidence about defects caught, adaptations required, false positives
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and duplication can identify verification assets whose continued execution is
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more valuable than others.
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## Falsification condition
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Energy scores computed from event history fail to rank assets better than a
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trivial baseline (e.g. recency, or uniform priority) when predicting which assets
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subsequently catch a defect.
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## Why no experiment is planned yet
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**This hypothesis is not testable at the current scale and is deliberately
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dormant.** Validating it requires event history across many assets over months —
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history the spike will not accumulate. Implementing a scoring function now would
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produce a number that cannot be checked, which is worse than no number.
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`TD-WP-0002` therefore records **raw immutable `EnergyEvent`s from the first run**
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and implements no scoring, decay, or selection logic. Events cannot be
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reconstructed later; scores can always be computed later.
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This is the hypothesis most likely to be **cheaply built and never validated**,
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which is precisely why it is fenced off.
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## Status log
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- 2026-08-22 `PROPOSED`, dormant by decision. Event capture only.
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