I get were you’re coming from, but on the other hand most women put no effort to their profiles whatsoever. In my experience with Tinder 90-95% of profiles don’t even have a bio, so how am I supposed to filter people based on some pictures and three tagged hobbies (which are usually bland like movies, travel, nights out)?
The math involved in LLMs is not complex for anyone that has passed undergrad Calc and Linear Algebra classes. If you know derivatives, the chain rule and some matrix basics you can figure them out with enough studying.
The hard part about LLMs is not the math but the neural net architecture innovations they brought (eg self-attention)