Writing
Writing on clinical AI, airway devices, emergency medicine, and the point where real-world constraints start killing bad ideas.
Most of these pieces come back to one question: what survives once cost, workflow, fatigue, and actual consequences show up?
2026
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Preventing AI Fabrication in Clinical Documentation
One invented medication is enough. Clinical documentation AI has to be built around evidence.
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Building a Chest Pain Risk Stratifier from Clinical Conversations
Chest pain exposes overconfident clinical AI. Useful support beats false diagnosis.
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Changing Models in Clinical Documentation Without Losing Control
A new model is not a reason to touch the chart. Failure modes decide whether migration is worth it.
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The $95 Laryngoscope
Video laryngoscopy was never just a better-view problem. In EMS, it was an access problem.
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Why I Started Writing This Down
Private work can lie to you. This site is where I put the parts that can survive daylight.
Elsewhere at Sayvant
Some public writing lives on Sayvant rather than here. These are the pieces and case studies worth keeping close.
- Sayvant • October 27, 2025
Why "Defensive" Documentation Fails
How Sayvant avoids common pitfalls and delivers defensible clinical notes.
- Sayvant • September 11, 2025
Case Study: San Joaquin General Hospital
Learn how San Joaquin General Hospital EM partners with Sayvant.
- Sayvant • January 27, 2025
Critical Care Billing for EM Clinicians
Why critical care billing matters, and how to get it right.
- Sayvant • December 2, 2024
Bridging the Gap Between Decisions and Documentation
What makes a good clinical note for emergency medicine.