Which LLMs Can Actually Code Genetic Algorithms That Work?

I won’t bury the lede. Here’s the cool part: I was recently building a Minesweeper Deep learning system, and was stuck, I turned to GPT-5 and it confidently built me a solver that it ASSURED me would hit 40% on expert boards. Zero percent actual solve rate, hundreds of lines of sophisticated-looking nonsense. I wanted …