Prompt Engineering Teaching Machines to Think: The Prompting Revolution in AI How chain-of-thought prompting and simple techniques transformed large language models from pattern-matchers into genuine problem-solvers. November 29, 2025 · 9 min read Prompting Chain-of-Thought