Complete local generalisation tasks and document remaining experiment blockers
Assistant: codex Assistant-Model: gpt-6-astra Assistant-Session: 01a0e76f-be98-7ae3-965d-e0b31290a4c4
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# Stage 1 Test Driver Validation
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> Scope update (2026-09-28): lifecycle Energy, Temperature, Confidence, Campaign,
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> Metabolism and automated Retirement proposals below are historical, superseded
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> by the [TD-WP-0003 settlement](TestDriverGeneralisationReview.md).
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The biggest risk is not technical feasibility. It is that **test-driver becomes conceptually elegant but too broad to prove itself quickly**.
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I would improve the odds of success by treating the next phase as an experiment in whether three specific ideas actually work:
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