Unverified50% confidenceFactExact time
A system prompt is an immediate constraint given to the model within a single session, whereas the Model Spec describes the general behavioral tendencies the model should internalize after training.
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Long-term
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10/29/2026
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VerifiedFor customer service, shopping guide, and notification-type reply models, what is needed is the behavioral pattern of directly giving the answer; once a large number of reasoning-on samples are mixed into the training data, the model will treat first reasoning at length and then answering as the task specification.80% similarUnverifiedMid-simulation prompting is fundamentally different from traditional conditional generation: traditional models must fix the prompt before generation begins, whereas real-time control requires the model to receive and fuse new instructions at every time step.79% similarUnverifiedThe System Prompt is used to inform the model of its own role positioning, reply style, and in which situations it should refuse to answer.78% similarUnverifiedOutcome-oriented prompting tells the model what to achieve, while process-oriented prompting tells the model how to do it.77% similarUnverifiedFoundation models refer to models pretrained on large-scale general-purpose corpora that can be adapted to a variety of downstream tasks through fine-tuning or prompting, and are usually categorized by modality into text, image, audio and other types.76% similar
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