Subvolts take AI can help doctors make better decisions and empower patients in complex medical cases. Jan 25, 2026 - Developers
- Learn how multi-agent AI and large context windows can be applied to complex data analysis in healthcare for improved decision support.
- Business
- Understand how AI can enhance patient outcomes and clinician collaboration by addressing data fragmentation and time constraints in medicine.
- Everyday users
- Discover how AI can empower patients by providing clarity and context, leading to better communication and collaboration with their doctors.
This episode features a founder discussing practical AI applications in healthcare, drawing from personal experience to illustrate its potential.
#317 Steven Brown: Why Modern Medicine Needs AI-Assisted Decision Making
Audio streams from Craig S. Smith. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
Eye on AI host Craig Smith interviews Steve Brown, founder of CureWise, about agentic AI's role in modern medicine. Brown shares his personal cancer diagnosis story, highlighting how fragmented data and time constraints hinder healthcare. The discussion explores how multi-agent AI can improve decision-making by surfacing better questions and empowering patients, without replacing clinicians.
This episode explains how smart computer programs, working together like a team, can help doctors understand difficult medical cases better. It's important because it can lead to faster and more accurate diagnoses, helping patients get the care they need.
This episode offers a practical look at AI in healthcare, focusing on improving patient outcomes for complex conditions. It's for anyone interested in how AI can augment medical professionals and empower patients. The conversation touches on multi-agent systems and large context windows, relevant to ongoing research in frontier labs aiming to build more capable and reliable AI.
- HostCraig S. Smith
- GuestSteve Brownfounder, CureWise
- Guest: Steve Brown, founder of CureWise
- Show: Eye on AI Podcast
- Episode Title: #317 Steven Brown: Why Modern Medicine Needs AI-Assisted Decision Making
- Length: 60 minutes
In this episode of the Eye on AI Podcast, Craig Smith sits down with Steve Brown, founder of CureWise, to explore how agentic AI is reshaping healthcare from the patient's perspective.
Steve shares the deeply personal story behind CureWise, born out of his own experience with a rare cancer diagnosis that was repeatedly missed by traditional medical pathways. The conversation dives into why modern healthcare struggles with complex, edge-case conditions, how fragmented medical data and time-constrained systems fail patients, and where AI can meaningfully help without replacing clinicians.
The discussion goes deep into multi-agent AI systems, reliability through consensus, large context windows, and how AI can surface better questions rather than premature answers. Steve explains why patient education is the real unlock for better outcomes, how precision medicine depends on individualized data and genetics, and why empowering patients leads to stronger collaboration with doctors.
This episode offers a grounded, practical look at AI's role in healthcare, not as a diagnostic shortcut, but as a tool for clarity, context, and better decision-making in some of the most critical moments of car
Stay Updated: Craig Smith on X: https://x.com/craigssEye on A.I. on X: https://x.com/EyeOn_AI
(00:00) Using Multi-Agent AI to Analyze Medical Records
(04:35) Steve Brown's Tech Background and Return to Healthcare
(08:25) How a Rare Cancer Diagnosis Was Initially Missed
(13:55) Why Modern Medicine Struggles With Complex Cases
(18:29) Multi-Agent Consensus and AI Reliability in Healthcare
(24:12) Large Context Windows, RAG, and Medical Data Organization
(28:24) Why CureWise Focuses on Patient Education, Not Diagnosis
(33:10) Precision Medicine, Genetics, and Personalized Treatment
(47:45) Why CureWise Launches Direct-to-Patient First
(53:19) The Future of AI-Driven Precision Medicine
- agentic AI
- Steve Brown
- smart computer programs that can act independently to perform tasks
- multi-agent AI systems
- Steve Brown
- computer systems where multiple AI programs work together as a team
- large context windows
- Steve Brown
- AI models that can process and remember much larger amounts of information at once
55 min42 min51 min34 minUkraine's Secret Weapon: The Points System Winning the Drone War | Andrii Hrytseniuk
WithAndrii Hrytseniuk
Questions people ask
- What is CureWise?
- CureWise is an organization founded by Steve Brown, inspired by his personal experience with a rare cancer diagnosis that was missed by traditional medical pathways.
- How can AI help in medicine?
- AI can help by analyzing fragmented medical data, surfacing better questions for clinicians, and empowering patients with information for better collaboration with doctors.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Craig S. Smith.