[theshrike79]

The point is that if you know the algorithm will produce X as the output if the input is Y, give that as a tool to Claude

And if you know that the previous algorithm completes in Z milliseconds, tell Claude that too and give it a tool (a command it can run) to benchmark its implementation.

This way you don't need to tell it what it did wrong, it'll check itself.

[kccqzy]

It was the other way around. Claude gave me an algorithm. I found it fishy. So I specifically constructed a counterexample in response to Claude’s algorithm.

Of course when I gave that to Claude, Claude changed the algorithm. But if I didn’t have enough experience and CS fundamentals to find it fishy in the first place, why would I construct a counterexample?

[rerdavies]

The prompt would be <select code>, "Use a std::unordered_map<>" to make this code run faster." Review the code. Done.