The world is being quietly rearranged by people who write very long documents.


The title they went with Instructions shape Production of Language, not Processing Noisy translates that to

AI instructions only change what the model says, not what it understands


Instructions given to an AI model only shape how it produces its answer. They do not change how the model processes or understands the original input.
Instructions do not change how an AI processes information. They only change how it produces its answer. This means people who build and use AI should focus on guiding the output, not on trying to make the AI 'think' differently about the input.
Watch for new prompting guides or model design principles that explicitly separate input processing from output generation.

If you insist
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