The abstract implies that strictly local updates are a hinderance to high res, however i would have thought there would be an interesting way to get speed up gains from neighbor-only traffic on GPUs CAM-style. am i making that up?
Insulin is lethal at higher dosages, so there is definitely an argument. My counter would be that someone who has to self administer this drug 5+ times a day should have the right to make determinations about dosing
Technically there is unsanctioned access (someone reverse engineered the real-time APIs [1] which I ported to Go). I think the FDA does not want easy access to real-time values so that folks can't easily recommend insulin dosing without oversight. I am personally of the opinion that it is our right to have programmatic access to the real-time data and do with it what we please.
Would love to get in touch to hear more about your long-term vision for the project!
Also recently diagnosed and just open sourced how I'm using AI to count carbs + get insulin doses [1]. Biggest issues I've seen to starting a legit business is not having sanctioned access to real-time blood sugar values (the APIs are all one hour behind), and dealing with the FDA. Love the idea of more tech-enabled diabetes management, good luck!
Recently diagnosed with Type 1 Diabetes, and learnt quickly that calculating insulin doses sucks (and you have to do it 4+ times a day). BolusGPT is a ChatGPT plugin that translates meal descriptions into nutrition information that is fed into an insulin dosing algorithm. Also hooks up to Dexcom CGMs. Happy to answer any questions!