Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
capability 60.3 Concerning

Bypassing the Rationale: Causal Auditing of Implicit Reasoning in Language Models

A method for auditing hidden reasoning in language models could improve transparency but also enables bypassing safety rationales.

A method for auditing hidden reasoning in language models could improve transparency but also enables bypassing safety rationales.

Auto-scored: The paper introduces a causal auditing technique that can bypass explicit rationales, representing a real escalation in model interpretability and potential misuse.