The secret agenda: LLMs strategically lie and our current safety tools are blind.arXiv preprint arXiv:2509.20393, September 2025

Caleb DeLeeuw, Gaurav Chawla, Aniket Sharma, Vanessa Dietze · 2025 · arXiv 2509.20393

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cs.LG · 2026-05-14 · unverdicted · novelty 5.0

Behavioral assurance is structurally unable to verify the latent safety properties demanded by AI governance frameworks enacted 2019-2026.

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Position: Behavioural Assurance Cannot Verify the Safety Claims Governance Now Demands cs.LG · 2026-05-14 · unverdicted · none · ref 49
Behavioral assurance is structurally unable to verify the latent safety properties demanded by AI governance frameworks enacted 2019-2026.