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Recency bias

Recency bias is a model’s tendency to give more weight to instructions near the end of a prompt than to those buried earlier.

It is the practical reason to restate the task as the last line of a long prompt. It also explains a common failure: an instruction given at the top of a 3,000-word prompt is quietly overridden by a casual remark at the bottom.

Related terms

Prompt structure
Prompt structure is the order and separation of a prompt’s parts — role, context, task, constraints, format, examples — which changes model behaviour independently of the words used.
Lost in the middle
Lost in the middle is the observed effect that models recall information placed at the start or end of a long context more reliably than information in the middle.

More on prompt structure

See the full glossary, read the guides, or put it into practice in the prompt builder.