John Snow LabsAI and agentsTowards Reliable Clinical AI: Evaluating Factuality, Robustness, and Real-World Performance of LLMs
John Snow LabsAI and agentsDesigning AI-First Lending Platforms: Patterns for Real-Time Decisions, Risk, and Compliance
John Snow LabsAI and agentsCombining Acoustic Analysis, Digital Biomarkers, and Environmental Data for Accessible Diagnostics
John Snow LabsAI and agentsFrom Hallucinations to Humility: A Systematic Pipeline for Medical AI Red Teaming
John Snow LabsAI and agentsFrom drift alert to drift refusal: fail-closed containment of provider change in governed AI systems
John Snow LabsAI and agentsBefore You Deploy AI: Mapping Healthcare Workflows to Find What Should (and Shouldn't) Be Automated
John Snow LabsPolicy and societyContinuous AI governance: automated risk reassessment and production drift alerts
John Snow LabsAI and agentsBuilding Video Understanding Agents and models that can reason, interact and act on long form videos
John Snow LabsAI and agentsWhen Physicians Cannot Connect the Dots: Building a Governed Healthcare Agent
John Snow LabsAI and agentsOperating AI Agents in Production: A Cognitive Reliability Framework for Autonomous Systems
John Snow LabsAI and agentsModeling the Convergence of Hybrid Search, Active Metadata, and Self-Improving AI Pipelines
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