What is zero-shot chain-of-thought?

Zero-shot CoT is a simpler version of chain-of-thought that requires no examples. You just append "Let's think step by step" to the prompt, and the model generates reasoning steps automatically. Discovered by Kojima and colleagues in 2022, this trick works because instruction-tuned models learned to interpret the phrase as a request for explicit reasoning.