evidence provenance
6 Articles
Knowledge graph fact verification: a controlled evidence test
A 2026 research report on knowledge graph fact verification, comparing FactKG studies and specifying paired edge-removal controls, evidence audits, calibration, abstention and reproducible graph snapshots.
AI Agent Handoff Testing: Did the Evidence Reach the Agent?
A 2026 research report on AI agent handoff testing: source-span obligations, verified fault injection, recipient-visible evidence, paired scoring and independent recovery before accepting downstream claims.
When is evidence sufficient for fact checking? Omission tests
A 2026 research protocol for deciding when evidence licenses a fact-checking verdict, using deletion and restoration tests, abstention metrics, source snapshots and reviewer-effort measures.
LLM conflicting sources: a counterfactual fusion test
A 2026 evidence review of LLM source conflict resolution, reconstructing tabular-fusion F1 results and specifying entity masking, source-dependence tests, abstention metrics and reproducible provenance.
Constraint-based AI evaluation: When exceptions matter
A 2026 research guide to constraint-based AI evaluation, with independent holdouts, rule-error and exception stress tests, provenance checks, and a worked harmful-override calculation.
RAG data poisoning: can poisoned sources become facts?
A 2026 integrity protocol for RAG data poisoning: versioned source fixtures, separate retrieval and citation scores, paired controls, confidence intervals, and correction replay. No executed enterprise test is claimed.