I would start accumulating patents at a gradual pace at around $100m ARR in preparation for IPO, assuming that you feel that is in the cards.

I don't use LLMs as the final say, but I do find them pretty useful as a positive filter / quick gut check.

* 90 degree day => more air conditioning usage => power goes up

* 70 degree sunny day => that's also July 4th (holiday, not a work day when factories or heavy industry are running) => lots of people go outside + it's a holiday => power consumption goes DOWN

* 10 degree difference colder/hotter => impacts resistance of power lines => impacts transmission congestion credits => impacts power prices

It's a fascinating industry. One power trading company that I consulted for had a meteorologist who was also a trader. They literally hired the dude from a news channel if I remember it correctly.

Glaucoma is the condition that matters and if you don't run the (fast, cheap, painless) check you can miss a serious issue.

Afaik it's pretty harmless in general but it is associated with certain vision issues (normal tension glaucoma). Glaucoma is irreversible but has many treatment options especially if caught early. But you MUST go in for a (fast, cheap, painless) screening to catch it, it's really hard to detect unless there are issues otherwise. Please consider this if you really are showing a lot of these symptoms.

https://en.wikipedia.org/wiki/Flammer_syndrome

I strongly encourage people to read the post and not give up because of the unrelenting cynicism in these comments.

The two times that ChatGPT got a situation even somewhat wrong, were:

- My kid had a rash and ChatGPT thought it was one thing. His symptoms changed slightly the next day, I typed in the new symptoms, and it got it immediately. We had to go to urgent care to get confirmation, but in hindsight ChatGPT had already solved it. - In another situation my kid had a rash with somewhat random symptoms and the AI essentially said "I don't know what this is but it's not a big deal as far as the data shows." It disappeared the next day.

It has never gotten anything wrong other than these rashes. Including issues related to ENT, ophthalmology, head trauma, skincare, and more. Afaict it is basically really good at matching symptoms to known conditions and then describing standard of care (and variations).

I now use it as my frontline triage tool for assessing risk. Specifically ChatGPT says "see a doctor soon/ASAP" I do it, if it doesn't say to go see a doctor, I use my own judgment ie I won't skip a doctor trip if I'm nervous just because AI said so. This is all 100% anecdotes and I'm not disagreeing with the study, but I've been incredibly impressed by its ability to rapidly distill medical standard of care.