Tomorrow's Medicine

T1D Education Platform - John Pemberton | Ep. 14

1 h 28 min · 13 de may de 2026
Portada del episodio T1D Education Platform - John Pemberton | Ep. 14

Descripción

In this episode, John Pemberton — a diabetes dietitian, type 1 diabetic, and creator of The Glucose Never Lies — shares his seven-year journey from building diabetes education guides to developing Grace, an AI agent designed to deliver expert-level type 1 diabetes education tailored to each user's pace and needs. John breaks down Grace's three-layer architecture (consensus guidelines as the source of truth, his lived clinical experience as the delivery layer, and a Nassim Taleb-inspired philosophy of black swan caution, via negativa, and skin in the game) and explains why the tool is intentionally designed to get users 80% of the way there, leaving the critical final 20% to human-to-human connection. The conversation also dives into the messy economics of building AI in healthcare, how Grace will be funded so it stays free for patients, and a candid look at which jobs AI will reshape — and why great communicators, not information jockeys, are the currency of tomorrow's medicine. Contact Me: Website: https://aarsentyev.com/ [https://aarsentyev.com/] LinkedIn: https://www.linkedin.com/in/arsarsentyev/ [https://www.linkedin.com/in/arsarsentyev/] Other Platforms: YouTube: https://www.youtube.com/@tommedpod [https://www.youtube.com/@tommedpod] Spotify: https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKt [https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKt] Apple Podcasts: https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096 [https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096]

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Portada del episodio T1D Education Platform - John Pemberton | Ep. 14

T1D Education Platform - John Pemberton | Ep. 14

In this episode, John Pemberton — a diabetes dietitian, type 1 diabetic, and creator of The Glucose Never Lies — shares his seven-year journey from building diabetes education guides to developing Grace, an AI agent designed to deliver expert-level type 1 diabetes education tailored to each user's pace and needs. John breaks down Grace's three-layer architecture (consensus guidelines as the source of truth, his lived clinical experience as the delivery layer, and a Nassim Taleb-inspired philosophy of black swan caution, via negativa, and skin in the game) and explains why the tool is intentionally designed to get users 80% of the way there, leaving the critical final 20% to human-to-human connection. The conversation also dives into the messy economics of building AI in healthcare, how Grace will be funded so it stays free for patients, and a candid look at which jobs AI will reshape — and why great communicators, not information jockeys, are the currency of tomorrow's medicine. Contact Me: Website: https://aarsentyev.com/ [https://aarsentyev.com/] LinkedIn: https://www.linkedin.com/in/arsarsentyev/ [https://www.linkedin.com/in/arsarsentyev/] Other Platforms: YouTube: https://www.youtube.com/@tommedpod [https://www.youtube.com/@tommedpod] Spotify: https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKt [https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKt] Apple Podcasts: https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096 [https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096]

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