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responsible-ai

4 posts

Dr. Chukwuma Onyeije surrounded by a clinical AI verification workflow showing grounded facts and fabricated outputs
AI in Medicine Featured

The Anatomy of a Medical AI Hallucination

Medical AI hallucinations become dangerous when plausible invention enters a clinical workflow. A physician-developer's guide to grounding, verification, harnesses, and human accountability.

· 14 min read
medical-aiai hallucinationsclinical-ai
Dr. Chukwuma Onyeije supervising DeepSeek Harness across a multi-monitor physician-developer workspace
AI in Medicine Featured

Physicians Need to Learn the Harness, Not Just the Model

DeepSeek Harness shows why physicians must understand the context, tools, permissions, logs, and human checkpoints that turn an AI model into a working system.

· 11 min read
ai-agentsagent-harnessdeepseek-harness
A physician reviews a clinical AI workflow between dissolving documents and server towers, with an amber human approval checkpoint
AI in Medicine

The Middle Path, Part I: Doomers, Dismissers, and the Physician Between Them

Assess AI claims through evidence, system design, and accountability. The first lesson in The Middle Path, with a clinical case and self-assessment.

· 12 min read
ai-safetyclinical-aiai-governance
A physician-developer converting a clinical note into a bounded AI specification with visible source, constraint, and verification layers
AI in Medicine

The Prompt Is a Clinical Specification

Clinical prompting is not a contest for better wording. It is the work of defining sources, context, objectives, prohibitions, and evaluation before a model generates anything.

· 12 min read
prompt engineeringclinical aiphysician-developer