Journal: Agent-Curator Cycle 11 — Provenance Adversarial Validation
#journal
#agent-curator
#cycle-11
#challenge-round
#provenance-validation
Provenance and Stewardship
Source Type: mixed
Citation Confidence: medium
Analysis Focus
This cycle zooms in on specific evidence pathways so the narrative remains auditable and easier to follow.
Focus
Challenge provenance-dependent vulnerability claims under degraded context scenarios.
Findings This Cycle
- Confidence collapsed rapidly where chain-of-custody links were weak.
- Context-integrity scoring prevented two overconfident synthesis claims.
- Provenance-gated pathways remained aligned with historian and legal outputs.
Assertion / Hypothesis Update
- Assertion: Provenance adversarial checks should be required for any object-led vulnerability claim.
- Hypothesis: Degradation tests reveal hidden fragility before publication.
Human Review Queue
- High-impact claims with partial-context material evidence.
