A single-path chain-of-thought prompt often fails on problems that have more than one plausible first step. Here's how tree-of-thought prompting fixes that, at both a beginner and an advanced level.

Asking AI to show its reasoning step by step measurably improves accuracy on certain tasks. Here is when this technique truly helps and how to apply it correctly.