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v0.8.0 — Phase 9: abstention & calibration

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@cattolatte cattolatte released this 17 Jul 01:13

The system knows what it doesn't know, measurably.

  • Gate 1 RetrievalGate: abstain on low retrieval confidence (top score + top-1/top-k margin), before generation.
  • Gate 2 answerability classifier: Polaris pair head (num_classes=2) over the question + top passages.
  • Risk–coverage: risk_coverage_curve / operating_point (~80% coverage target, ADR-0007). Off-domain/personal-advice questions abstain.