Language models are great at many things, but complex reasoning isn’t always their strong suit. Ask a straightforward question and you’ll get a decent answer. Ask something that requires multiple logical steps, and things get shaky. In this post, I’ll share two powerful techniques that transform how AI approaches problem-solving: step-by-step reasoning and action-oriented thinking.