LLM’s operate on a mechanical form of intelligence one that at present is not adaptive to changes in the environment.

If the latter part of your post were true, how come the demand for radiologists has grown? The problem with this place is it’s full of people who don’t understand nuance. And your post demonstrates this emphatically.

For me there are a few main takeaways on how AI _could_ supersede the average ER doctor.

The first is that a technical solution can be trained on _ALL_ medical data and have access to it all in the moment. It is difficult to assume a doctor could also achieve this.

The second is that for medical cases understanding the sum of all symptoms and the patients vitals would lead to an accurate diagnosis a majority of the time. AI/ML is entirely about pattern recognition, when you combine this with point one, you end up with a system that can quickly diagnose a large portion of patients in extremely short timeframes.

On a different note, I think we can leave the ad-hominem attacks at home please.