Unverified50% confidenceFactExact time
A generation contract is a set of output constraints explicitly agreed upon before generation and continuously verified during generation, typically covering dimensions such as report granularity, multimodal composition ratio and evidence grounding requirements.
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10/20/2026
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Unverified输出生成是严格串行的自回归过程，每生成一个token都需要一次完整的模型前向传播63% similarUnverifiedPrefill is the parallel processing of the input sequence and is a compute-bound task.63% similarUnverified契约式设计的核心三要素为前置条件、后置条件和不变量63% similarUnverifiedFor each token generated or processed, one forward pass must be executed, and its computational cost is roughly proportional to the number of model parameters.61% similarUnverifiedThe output of a generative model is essentially a series of classification choices over a vast vocabulary, and the boundary between generation and classification is more blurred than product marketing would suggest.61% similar
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