Orientation: The Responsible Physician-AI Mindset
Posture, safety rules, the ECG analogy, physician accountability.
Foundational
The full map
Foundations first, then the Risk Matrix, then tier-by-tier capability: productivity, learning, research, privacy, regulation, and the failure modes that catch smart people.
Posture, safety rules, the ECG analogy, physician accountability.
From ECG interpretation to ambient scribes. History, scale, and why now.
Technical literacy without the math overload. Hallucination vs retrieval.
Prompting reframed as workflow design, with a reusable physician template.
Tool, contract, and data-flow literacy. Where your words actually go.
The spine. Classify before you choose a tool. Six-question screen + scorecard.
Fast, no-PHI wins: planning, triage, knowledge management, drafts.
Anki, mnemonics, board prep, and the verification habit that makes them safe.
Accelerate evidence work while protecting integrity. Catch fabricated citations.
Visuals and teaching material, with copyright and accuracy review built in.
The vendor landscape, mapped without promotion. Categories over brands.
Privacy literacy and a structured vendor scorecard. Not legal advice.
Regulatory and governance awareness, dated and re-verified before publication.
The 3-Pass Rule. Guard against deskilling and false reassurance.
Apply the principles to your own practice, starting with anesthesia / perioperative.
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