As large language models (LLMs) like GPT-4 become integral to applications which range from customer support to research and code generation, developers often face an important challenge: GPT-4 vs earlier models. Unlike traditional software, GPT-4 doesn’t throw runtime errors — instead it may well provide irrelevant output, hallucinated facts, or http://bing-qing.com/members/timersong1/activity/403394/