As large language models (LLMs) like GPT-4 become integral to applications starting from customer support to research and code generation, developers often face an essential challenge: GPT-4 prompt refinement. Unlike traditional software, GPT-4 doesn’t throw runtime errors — instead it may well provide irrelevant output, hallucinated facts, or misunderstood instructions. https://www.ludikarus.com/author/quartzcrow6/