Snaq. A deep dive into AI for Carb Counting and Glucose Prediction

The Nine Sensor Samba. A deep dive into the experiment, the outcomes and the implications

In this episode, our hosts take a deep dive into the Nine Sensor Samba, an n=1 experiment that pits a variety of newly released CGM systems against the incumbents, Dexcom and Libre. With 9 sensors, 15 days and 150 fingerpricks, the outcomes aren't quite what you're expecting!

Snaq. A deep dive into AI for Carb Counting and Glucose Prediction

In this episode, our hosts discuss the review of Snaq undertaken over at Diabettech, noting the benefits and frustrations of using it, and the conclusions the reviewer drew. The two articles this is drawn from are: https://www.diabettech.com/ai/snaq-a-diabetes-ai-to-help-you-carb-count-badly/ https://www.diabettech.com/diabetes/beyond-snaq-qing-digesting-your-glucose-patterns/

In Conversation With... AIs review user data and pump settings to help with diabetes care...

In this episode, our hosts discuss the attempts that LLMs made to analyse a series of images describing outcomes and pump settings, highlighting the benefits and issues that arose in the experiment. Suffice to say that it wasn't all sweetness and light and they won't be replacing healthcare professionals just yet.

Our AI friends discuss Carb Counting with AI: A Deep Dive into How Different Models Stack Up

Our hosts discuss how Large Language Models manage when presented with images of foods to analyse and determine the carb content. It turns out that they are about as good as humans...

Our AI friends review AI responses to factual questions about T1D

In this episode, the twins discuss the study that Diabettech undertook to see how the various AI models handled facts, tips, etc. There's obviously no irony in this approach...