EP47 - Teaching Doctors in the Age of AI: Trust, Risk, and the Future of Clinical Thinking
Beyond the Blueprint - Health Series
Release Date: 03/29/2026
EP51 - AMDIS Roundtable - The AI Decisions Missing From the Medical Record
Beyond the Blueprint - Health Series
AI is already influencing clinical decision-making, but what happens when those decisions occur outside the systems hospitals can monitor? In this AMDIS Roundtable, Gregg Malkary is joined by Dr. John Lee, Dr. Paul Sutton, and Dr. Stephon Proctor to examine the growing use of consumer AI tools like ChatGPT, Claude, and Gemini at the point of care. As physicians increasingly turn to these tools for clinical questions, documentation, differential diagnoses, and workflow support, health systems are facing a new challenge: understanding how AI is shaping care when those interactions never appear...
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EP50 - Treat the Patient, Not the Alert: AI, Alert Fatigue, and Nursing Decision Support
Beyond the Blueprint - Health Series
AI can identify a patient at risk. But what happens when the nurse receiving the alert is already caring for another patient? As hospitals continue adopting AI-powered clinical decision support tools, nursing leaders face a practical challenge: identifying risk is only part of the equation. Acting on it requires people, workflows, communication, and clinical judgment. In this episode of Beyond the Blueprint, Gregg Malkary is joined by Daniel Gracie, Carolyn S. Harmon, and Troy Seagondollar to explore how AI-driven alerts intersect with the realities of nursing practice. The conversation...
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Beyond the Blueprint - Health Series
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EP48 - Healthcare Doesn't Have a Staffing Problem: Rethinking Workforce Design - Elizabeth Jeanes
Beyond the Blueprint - Health Series
What if healthcare's staffing crisis isn't really about staffing at all? In this episode, Elizabeth Jeanes, founder of Jeanes Strategic Consulting and a healthcare leader with more than 20 years of experience in nursing, leadership development, and organizational strategy, challenges one of healthcare's biggest assumptions: that workforce shortages are purely a numbers problem. Instead, Elizabeth makes the case for rethinking workforce design from the ground up, starting with preceptors, frontline influencers, and the leadership systems that shape culture from day one. Her take? The people...
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EP47 - Teaching Doctors in the Age of AI: Trust, Risk, and the Future of Clinical Thinking
Beyond the Blueprint - Health Series
In this episode, we explore how AI is reshaping physician training — and what medical educators must do now to keep pace. Dr. May Lin (Touro University), Dr. Saroj Misra (A.T. Still University), Dr. Renu Agnihotri (A.T. Still University), and Dr. Shivam Vedak (Stanford University) share what's working and what isn't when it comes to preparing residents and medical students to use AI responsibly. From faculty development and inconsistent guidance across clinical sites, to automation bias and the pressure to see more patients faster, the panel examines the hard tradeoffs facing medical...
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EP46 - AMDIS Roundtable - Restoring Clinical Cognition in the AI-Ready EHR
Beyond the Blueprint - Health Series
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EP45 - AMDIS Roundtable - Data Governance at the Point of Care
Beyond the Blueprint - Health Series
In this AMDIS collaboration, Dr. Mark Pierce (former Parkview Health), Dr. Howard Landa (Adventist Health), and Dr. John Lee (HIT Peak Advisors) examine why data governance is ultimately a patient-care issue, not just an IT function. Drawing on real bedside decisions, EHR transitions, and conflicting metrics, they show how unclear definitions and hidden data create hesitation, workarounds, and loss of clinician trust. Together, they discuss the leadership commitment and investment required to improve data quality, and why clean data is the prerequisite for safe and meaningful AI in healthcare....
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EP44 - Beyond the Pilot: Scaling Ambient Listening at Sutter Health - Dr. Veena Jones and Stephanie Driscoll
Beyond the Blueprint - Health Series
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EP43 - Cybersecurity as Patient Safety: A 2026 CMIO Playbook - Dr. Christian Dameff, Steven Ramirez, Dr. Sean Kelly
Beyond the Blueprint - Health Series
In this episode we’re joined by Dr. Sean Kelly (Imprivata), Dr. Christian Dameff (UC San Diego Health), and Steven Ramirez (Renown Health) to explore a critical yet often misunderstood frontier: the intersection of cybersecurity and patient safety. Together, we unpack how clinical leaders can prepare for digital outages, ransomware attacks, and the escalating threat landscape—not as isolated IT events, but as high-stakes clinical disruptions. From real-time decision-making to cultural readiness, this conversation is a practical playbook for CMIOs navigating care delivery in an age...
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EP42 - Why RTLS Is Core Infrastructure in Healthcare - Todd Frantz, Ali Youssef, Paul Zieske
Beyond the Blueprint - Health Series
In this episode we’re joined by Todd Frantz (AdventHealth), Ali Youssef (Henry Ford Health), and Paul Zieske (Why Where Matters) to explore how next-gen real-time location systems are reshaping care delivery. Together, we dive into the evolution from dots-on-a-map asset tracking to intelligent platforms that drive staff safety, streamline workflows, and generate high-fidelity data for AI. From ED duress alerts to ambient analytics and digital wayfinding, this conversation is a roadmap for health leaders rethinking how hospitals move, sense, and respond in real time. Whether you’re...
info_outlineIn this episode, we explore how AI is reshaping physician training — and what medical educators must do now to keep pace. Dr. May Lin (Touro University), Dr. Saroj Misra (A.T. Still University), Dr. Renu Agnihotri (A.T. Still University), and Dr. Shivam Vedak (Stanford University) share what's working and what isn't when it comes to preparing residents and medical students to use AI responsibly. From faculty development and inconsistent guidance across clinical sites, to automation bias and the pressure to see more patients faster, the panel examines the hard tradeoffs facing medical education today — and why building critical thinking alongside AI fluency is the only path forward.
Key Takeaways
- Faculty development is critical — attendings must understand AI tools before they can effectively guide trainees.
- Consistent AI policies across clinical training sites help reduce mixed messages for residents and students.
- AI should be thought of as augmented intelligence, not a shortcut or replacement for clinical reasoning.
- Trainees who understand how AI models work are better equipped to recognize when they fail.
- Automation bias is a real risk — trainees may accept incorrect AI outputs without sufficient scrutiny.
- Core clinical reasoning skills must be developed independently of AI, especially in early training.
- Hospital productivity pressures can undermine the thorough, deliberate habits that good training requires.
- Patients using AI without clinical background face similar — and potentially greater — risks than trainees.
- The EHR era offers a cautionary tale: physicians must engage early to shape how AI tools are built and deployed.
- Building a healthy relationship with AI from the start of medical education sets the foundation for safer clinical practice.
Episode Highlights
- 00:00 Intro
- 02:29 Are We Training Doctors for the World They're Entering?
- 04:05 Meet the Guests
- 05:08 Aligning Faculty and Trainees on AI Use
- 08:36 Moving Beyond the "AI as Cheating" Mindset
- 10:20 Which AI Tools Show the Most Clinical Promise?
- 13:05 Building the Right Relationship with AI from Day One
- 15:27 Why Upskilling the Whole Generation Matters
- 18:58 Teaching How AI Models Work — and Fail
- 20:01 The Faculty Development Challenge
- 20:39 How Do You Know a Trainee Truly Understands?
- 25:32 Balancing Thoroughness with Hospital Productivity Pressure
- 27:15 AI Should Improve Care Quality, Not Just Speed
- 29:32 When Patients Use AI Without Clinical Reasoning
- 31:15 Dr. Misra's Challenge: Should Any Task Be Off-Limits for AI?
- 33:18 Renu: The Cognitive Exoskeleton and Productive Struggle
- 34:33 May: A Ban on Banning AI
- 36:52 Shivam: Protect the Process of Clinical Reasoning
- 37:50 Final Thoughts & Closing
Guests: Dr. May Lin, Dr. Saroj Misra, Dr. Renu Agnihotri, Dr. Shivam Vedak
Host: Gregg Malkary - Lighthouse Healthtech
Cohost: Keith Washington - Companions in Courage Foundation
Sponsored by: Simplifi Medical
Audio/Video: Tim Jones - Health Nuts Media
Marketing: Josh Troop - Troop-Creative
Learn More at: www.beyond-blueprint.com