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A clinician walks through a glass hospital corridor illuminated by abstract flowing light patterns, symbolizing AI governance built inside care settings.

The Governance Gap Belongs to the Deployer, Not the Regulator

Hospitals and pharma functions adopting generative AI now carry governance obligations that device and drug frameworks were never built to cover.

A crystalline quantum lattice merging into a glowing DNA helix, symbolizing quantum-enhanced AI drug discovery

Quantum-Classical AI Enters Drug Discovery, Validation Frameworks Don't

Quantum-enhanced generative AI is moving into drug discovery pipelines faster than GxP validation and data integrity practices can absorb it.