Ken Kantzer shares insights from using over 500 million GPT tokens at his startup, highlighting the differences between community narratives and practical usage. Key lessons include the advantage of less detailed prompts, the sufficiency of simple chat APis over complex language tools, and the utility of streaming APIs for user experience. GPT struggles with hallucinations and generating null responses but shows reliable context analysis and task execution.