Stephen makes the case for the compliance layer as infrastructure with patient data that only reaches models under a BAA, a wellness-or-clinical policy checked on every output, bounded agent authority, and a full audit trail, and why "vibe coding" past that boundary is exactly what breaks in a regulated setting. Hallucination isn't a bug you patch; it's a reason the agent surfaces for a clinician instead of deciding.
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Building the Clinical Compliance Layer
On Paradigm Shock, AnyBio CEO Stephen Saine sat down with host Anjon Roy to talk through the real obstacle to AI in clinical care: not the intelligence, but whether a hospital can trust it near a patient.
- Show
- Paradigm Shock
- Host
- Anjon Roy
- Aired
- May 15, 2026
- Runtime
- 33:02
In this episode
Protecting PHI, the regulatory framework for AI in healthcare, the risks of "vibe coding" clinical software, hallucination in clinical AI, and why compliance is what makes healthcare AI safe to deploy.
Talk through where this is going.
We'll walk through your program and where the regulatory and market shifts leave it.
