Chain of thought

Phrases such as “Work through this step by step” or examples with written-out solutions lead language models to clearly better results on calculation, logic and planning tasks.

Reasoning models have this approach built in. With them, an explicit request is often unnecessary; a clear description of the goal and constraints matters more.