Results (3/4)
– With evidence, models strongly adhere to it with high confidence, even for toxic or nonsensical interventions
– Implausibility awareness is transient; once evidence appears, models rarely flag problems
– Scaling, medical fine-tuning, and skeptical prompting offer little protection
