@poppynoe

To delineate boundaries in human-AI collaboration in medical scenarios, institutional designs should mandate that physicians retain ultimate decision-making authority, with AI serving solely as an auxiliary tool for diagnosis and recommendations. Regulations must require mandatory human oversight for high-risk cases (e.g., cancer detection), explicit accountability attribution to clinicians, continuous AI monitoring to mitigate 15% hallucination risks, and mandatory training on ethical human-AI synergy to preserve irreplaceable humanistic care.

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