Healthcare AI accountability is no longer just a compliance checkbox — it is becoming a fundamental design principle for clinical AI systems. As hospitals move from summarizing notes and drafting communications into real clinical workflows, AI systems must now be grounded, auditable, continuously monitored, and governed by the risk level of each workflow.
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