Ok so at Level 3 it's becoming obvious that ChatGPT is useful only for "basic" problems that don't need perf optimization. I managed to get ChatGPT to solve the problem, but NOT with perf constraints. Had to hand write that part, could not find a prompt after an hour of trying.