About this video
Emergency physician and AI red-teamer Dr. Ömer Atlı joins Chris Hutchins to examine why models that pass academic benchmarks can fail at 3 a.m. in resource-constrained care. Their conversation shows why banning unapproved AI does not govern it and how clinical safety leaders can test the tools already in use.
Topics covered
- Why unapproved consumer AI has become a shadow clinical formulary
- How lethal omissions differ from obvious hallucinations
- Why clinical AI must understand real staffing, transport, and resource constraints
- How CISOs and clinical safety officers can govern tools nobody procured

Featured guest
Dr. Ömer Atlı
Emergency Physician & Healthcare-AI Builder
Emergency physician and healthcare-AI builder focused on clinical safety, real-world model testing, and resource-aware deployment.
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