[KongchangAI]
Unverified50% confidenceDecision RuleExact time

Generated legal reasons cannot serve as sufficient evidence for compliance auditing; verification mechanisms independent of the model's self-report are needed, such as counterfactual tests or internal representation probing.

1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen

Sources

Cited but Not Consulted: A Counterfactual Audit of Legal AI Chain-of-Thought Faithfulness

Related Entities

Legal Technology (LegalTech)conceptCompliance AuditingconceptCounterfactual Testingconcept内部表征探测concept

Related Claims

UnverifiedThe root cause why the check could never fail was that the prompt itself already contained a constraint that made it impossible for the defect being checked to be generated in the first place.70% similar

Cite This Claim

Stable URI
https://kongchang.com/claim/1013282
API
curl https://kongchang.com/api/v1/knowledge/claims/1013282
MCP
get_claim(id=1013282)