Large Language Models

This article defines GPT technology and explores its components, practical business applications, and the scientific uncertainties surrounding its long term impact on software development and operations.

Chain-of-Thought prompting forces AI to explain its reasoning steps. This technique improves accuracy for complex tasks, reduces hallucinations, and is essential for founders building reliable AI-driven products.

AI models sometimes confidently present false information as fact. Founders must understand the mechanics of these hallucinations to mitigate risks in product development and operations.