Feat/failure objective enhancements - #11

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feat/failure-objective-enhancements

Commits on Jul 3, 2026

feat(optimization): Phase A — verifiable decision reward + trajectory foundation

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feat(optimization): Phase B — evolving evaluator (rubric, scientist feedback, retrospective + offline eval)

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feat(optimization): Phase C — space/objective evolution via derived overlay

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Commits on Jul 7, 2026

docs: reposition HELIOS as adaptive campaign decision layer
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docs: narrow README to decision layer scope
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docs: update Nexus install path
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Commits on Jul 18, 2026

feat: complete auditable campaign decision authority
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cc808b4

Commits on Jul 23, 2026

feat(benchmarks): pathology evaluation layer with event-grounded ablation metrics
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43fbdea

Commits on Jul 28, 2026

merge: resolve main conflicts for ci modularization
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aef8921

Commits on Aug 13, 2026

feat: continuous failure objectives + soft failure-region re-rank
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