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ozgungtoday at 1:51 PM2 repliesview on HN

The author uses the prompts and method from an open-source app that connects to insulin pump, a medical device. I think AI food identification is an experimental feature in the app.

> The prompt was adapted from the one used in the iAPS open-source automated insulin delivery system — it’s a real production prompt, not a toy example.

https://github.com/Artificial-Pancreas/iAPS

I think these are the prompts in the app: https://github.com/Artificial-Pancreas/iAPS/tree/5eabe22e7e2...


Replies

sjhatfieldtoday at 2:47 PM

Exactly. This is not paid software. We assume full responsibility for outcomes when using it. There's a reason it's not on any app store. I'm glad features like this are being experimented with. Not how I would use AI to estimate carbs...

Ancapistanitoday at 4:00 PM

True, but I'm working on a product that's "adjacent to" this sort of thing, and we also have a "food recognition" feature that's marked as experimental. Our users are using it, and now I plan to push fairly hard on at least measuring the accuracy and hopefully exposing those results to our users regardless of how well it performs.