Verified65% confidenceFactExact time
Decision models do not generate text; instead, given an input state and a set of named questions, they return typed answers with probabilities in a single forward pass.
3
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65%
Confidence
Long-term
Relevance
10/13/2026
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Related Claims
UnverifiedTyped questions pre-declare the value space of the answer, letting the model output only a normalized probability distribution, thereby eliminating parsing errors, format drift, and hallucinations.79% similarPartially VerifiedA Decision Model returns a probability or classification result for content rather than outputting long passages of text, and its structured output can be used directly in if statements in code.77% similarUnverifiedDecision-1 receives a state description and a fixed set of candidate answers, returns calibrated probability values for each option, and outputs structured JSON rather than free text.76% similarUnverifiedOllama has added Decision Models in its latest version, which do not generate text but instead select one answer from a given set of answers and return a full probability distribution.75% similarUnverifiedIn decision-type tasks, the model's output is the selection of a label or branch from a predefined finite set, rather than free text.74% similar
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