Healthcare's utilization management crisis didn't start with artificial intelligence — but AI threatens to make it exponentially worse if we don't change course now.
A recent peer-reviewed study from Stanford University, published in the January 2026 issue
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Beyond the AI Arms Race: Why Collaborative Intelligence Is the Only Path Forward for Utilization Management
































































