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BLOGJune 2026LessWrong

Brittle Model Organisms Obstructs Deception Elicitation Work

Advik Raj Basani, Daniel Tan, Chloe Li

Finetuning-based auditing methods meant to measure deceptive behavior in AI model organisms inadvertently destroy that behavior while eliciting false confessions, undermining the validity of these evaluation approaches.

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