Hospital Medicine · Family Medicine · Clinical AI
Jeremy Tabernero, MD
Hospitalist at Essentia Health-St. Mary's Medical Center in Duluth, Minnesota. Family Medicine board-certified. Founder of JTMDAI — writing about clinical AI, patient education, and the work of inpatient medicine as it actually happens.
Selected work
Case studies on clinical AI at the bedside, editorial notes, and systems built under JTMDAI.
Case Study AMBIENT SCRIBES
Ambient AI scribes
What the technology actually is, what the trade-offs are, and where my line is currently drawn.
NOT USINGCLINICAL AI 2026
Note VALIDATED ONLY
Why I only adopt clinically validated tools
There is nothing courageous about waiting for evidence. It is the baseline of how medicine has always advanced.
CLINICAL AINOTE 2026
Case Study DECISION SUPPORT
Clinical decision support
The narrow places where decision-support tools have earned a seat at the bedside.
CURRENTLY USINGCLINICAL AI 2026
JTMDAI HOBBY LAB
JTMDAI — my personal AI & automation lab
My personal AI & automation lab — a homepage for the things I build for myself after hours. A hobby, not a business or a clinical service.
HOBBYAI & AUTOMATION 2025
Case Study GEN-AI COMMS
Generative AI in clinical communication
Where generative models help patients understand their care, and where they replace the wrong part of the conversation.
EVALUATINGCLINICAL AI 2026
Note AGAINST SCRIBES
The case against ambient AI scribes at the bedside
Ambient AI scribes are coming for the patient encounter, and the conversation about them has been almost entirely one-sided.
CLINICAL AINOTE 2026
Case Study HOSPITAL AT HOME
Hospital at home
Where home-hospital programs make clinical sense, and where they are being deployed for the wrong reason.
WATCHINGCLINICAL AI 2026
Guardian One PERSONAL PROJECT
Guardian One — a multi-agent system for my own life
A multi-agent system I build for my own life — finance, scheduling, security, and smart-home tasks under one encrypted, audited setup. It manages my data, nobody else's.
HOBBYAGENTS 2025
Case Study PATIENT DATA
Patient data
Who owns the chart, who profits from it, and what that means for the patient I am about to see in room 412.
WATCHINGCLINICAL AI 2026
Note AI AS TEACHING
AI as teaching, not transcription
If ambient scribes are the version of clinical AI I am most cautious about, patient-facing visualization is the version I am most excited about.
PATIENT EDUCATIONNOTE 2026
Case Study VALUE-BASED CARE
Value-based care
What 'value-based' actually means at the bedside, and what it tends to mean in the slide deck.
WATCHINGCLINICAL AI 2026
Pantheon TINKERING
Project Pantheon — my autonomous-agent hobby project
My autonomous-agent hobby project — nights-and-weekends experiments in explainable decisions, reversible actions, and agents that learn from their own mistakes.
HOBBYAGENTS 2026
Case Study WORKFORCE SHIFTS
Workforce shifts
What is actually changing about who does which clinical work, and what that means for the patient at the bedside.
WATCHINGCLINICAL AI 2026