Chain of thought (CoT)

Asking a model to reason step by step. Built into many reasoning models now. Users don’t see all of it.

You cannot CoT-optimize a webpage. You can write pages that survive being used as a step in someone else’s reasoning.

Clear constraints and numbers help those steps.

Examples

A model’s hidden reasoning quotes your limits page, then the visible answer hedges. The limits page did its job.

Crafting inputs to get better outputs from a model. A builder skill. Not how you make ChatGPT name your brand for other people.

Models that spend more inference compute to think longer (o-series, R1, etc.). They can pick sources more carefully — or overthink a Reddit anecdote.

Spending more compute at inference to think longer. Reasoning models. Latency and cost go up; answers may get more careful.

Put CoT on my landing page? +

No. That’s a prompting trick, not a content format.

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