Many modern APIs (like AsyncOpenAI) have built-in concurrent execution features. But understanding these concepts can help you add your own concurrency controls. You’re not reinventing the wheel, you’re modifying it for your particular use case.
Random Sampling Is Sabotaging Your Models!
Did you know diversity can detect hallucinations? Ask an LLM “what’s the capital of France” five times and you’ll get some variation of “Paris” over and over again. But ask that same LLM about the “boiling point of a dragon’s scale” and you’ll get five different made-up answers.