counterfactual evaluation
3 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.
October 29, 2026• 22 min read
knowledge graph fact verificationknowledge graph fact checkinggraph evidence
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.
October 19, 2026• 21 min read
llm conflicting sourcesllm source conflict resolutiondata fusion
AI Agent Memory Deletion Verification: Counterfactual Tests
A 2026 protocol for verifying AI agent memory deletion with never-exposed controls, multi-channel disclosure probes, behavioral residuals, retained utility and explicit evidence boundaries.
October 15, 2026• 22 min read
ai agent memory deletion verificationcounterfactual evaluationagent memory