Key TakeawaysState laws and medical boards increasingly assign clinicians final accountability for accepting or rejecting AI recommendations, making “human-in-the-loop” verification central to the evolving standard of care.Vendor risk is amplified by heavy startup penetration, necessitating due diligence on HIPAA controls, security risk assessments, validation history, and operational maturity before contracting.Liability allocation often hinges on contract […]

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