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Three months ago, GNL was a website full of excellent content that was genuinely hard to find. In Episode 38, John Pemberton and Creative Director Anjanee Kohli talk through what happened next: a complete website rebuild, five interactive explorers, the launch of GNL Grace, real-world validation on 1.5 million patient days, and what the Robin Hood model of type 1 diabetes education actually means.

In this episode:

• CGM guide update and the five-out-of-five accuracy chart
• How the five GNL Explorers work and how clinicians are using them in practice
• GNL Grace: a bounded AI educational advisor built on 2,000 curated citations
• Three Grace tiers: Basic (free), Pro (30 queries/month for subscribers), Max (manuscript-grade output)
• The Robin Hood model: industry grants fund free education for everyone
• Real-world validation: 33 assessments on 1.5 million patient days
• Why the skill of the future in healthcare is compassion, not knowledge
• Phil Hayes joining as Technical Director
• GNL merch and the Diabetes UK giveaway

Chapters:

• 00:00 Introduction
• 01:55 GNL Grace announcement
• 02:32 CGM guide and accuracy chart
• 05:30 Phil Hayes and the explorer infrastructure
• 09:40 GNL Grace: the six-layer bounded AI
• 10:50 Grace tiers and the Robin Hood model
• 13:31 Grace Max: manuscript-grade output
• 17:31 Real-world validation on 1.5 million patient days
• 19:58 The skill of the future is compassion
• 30:09 What went wrong and lessons learned
• 35:06 GNL merch
• 36:10 Closing

Links:

• Show notes: theglucoseneverlies.com/episode-38-quarterly-review
• GNL Grace: theglucoseneverlies.com/gnl-grace
• GNL Explorers: theglucoseneverlies.com/gnl-explorers
• CGM Series hub: theglucoseneverlies.com/10-13-cgm-series

Host: John Pemberton. Director of Creativity: Anjanee Kohli.

This content is for educational exploration only. It is not medical

Disclaimer

This podcast is for education and informational purposes only. It does not constitute medical advice and is not a substitute for individualised care.

The Glucose Never Lies® is independent by design

We do not accept sponsorships and advertising. We operate via education grants and donations from listeners who value independence. So, consider:
Buying the GNL a Coffee:
https://www.buymeacoffee.com/jspfree2

Enquiries

Collaboration: John Pemberton — john@theglucoseneverlies.com

Creatives: Anjanee Kohli — anj@theglucoseneverlies.com

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Website: https://theglucoseneverlies.com/

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LinkedIn: John Pemberton: https://www.linkedin.com/in/john-pemberton-587104361/

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Disclaimer
This content is for informational purposes only and does not constitute medical advice.

© The Glucose Never Lies Ltd. All rights reserved.