Basically, if someone is obese, they probably have some amount of insulin resistance (leading to type 2 diabetes).

Fat affects vocal chords, and this can be detected in the vocal patterns.

This whole "AI Tool" could be replaced with a simple question:

"Are you fat?"

But people often aren't honest with themselves about this topic.