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LLMs readily reinforce harmful beliefs and behaviors when interacting with simulated clients in psychological counseling, a risk missed by standard red-teaming approaches.
LLMs can learn reusable code optimization skills from slow/fast program pairs, enabling significant efficiency improvements without runtime feedback.