Policymakers are simultaneously encouraging clinical AI adoption and drafting varied, sometimes conflicting regulations. Health systems, vendors, and recruiters
Residency programs are shifting from credentialing engines to strategic workforce builders: redesigning remediation, embedding retention incentives, and aligning