Why questions beat instructions: they trigger LLMs' trained chain-of-thought pathway

bigaiguy · x · 2026-10-13

Explaining the series, bigaiguy argues questions work better than instructions because LLMs use chain-of-thought reasoning during training, and asking questions triggers that same pathway: the model analyzes requirements, considers multiple frameworks, evaluates trade-offs, then synthesizes a nuanced answer — steps that plain instructions skip.

Related event: bigaiguy's Series on Socratic Prompting: Questions Over Commands(6 posts)→

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