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/experiments/E-002-crystallization-fidelity.md
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research/experiments/E-002-crystallization-fidelity.md
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---
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id: E-002
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title: Crystallization fidelity and cost
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status: PLANNED
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hypotheses: [H-003]
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task: TD-WP-0002-T09
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created: "2026-08-22"
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---
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# E-002 — Crystallization fidelity and cost
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## Design
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Run one agentic realization repeatedly against a stable lab version until
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realization is stable, crystallize it, then execute the descendant with no model
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involvement across every lab version the ancestor was run against.
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## Outcomes recorded
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Oracle set of descendant vs ancestor · verdict agreement per lab version ·
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execution cost ratio (tokens, wall time) · whether human authorship of assertions
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was required.
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## Decision rules
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- Descendant oracle set is not a superset of the ancestor's → H-003 falsified.
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- Any verdict disagreement on the same lab version → H-003 falsified.
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- Cost ratio ≥ 1 → thesis intact, product rationale is not. Record plainly rather
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than quietly.
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## Status
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`PLANNED`. Blocked on T07.
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