ICML Paper: Amplifying Reasoning Weights Forces LLMs to Reveal Hidden Knowledge

An upcoming ICML paper introduces a novel model auditing method that forces LLMs to reveal hidden knowledge by amplifying their reasoning weights to trigger "overthinking" beyond their training range.

2026-08-10 ~ 2026-08-10 · 2 related posts

• ICML Paper: Forcing LLMs to 'Overthink' Leaks Their Hidden Knowledge — PandaAshwinee · 2026-08-10
• ICML Paper: Amplifying Reasoning Weights via 'Overthinking' Leaks LLM Secrets — PandaAshwinee · 2026-08-10