Unverified50% confidenceOpinionExact time
In his blog post "Build your own decision model," developer Nish Tahir proposed that decision models can be built in a lightweight way without relying on any machine learning framework.
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10/12/2026
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UnverifiedThe Decisions API is a classification decision tool with no output tokens that makes fast, intelligent selections from preset options, corresponding to the classifier paradigm in machine learning rather than a generative model.65% similarVerifiedThe output of a decision model is often a label or probability distribution over a finite action set, similar to a policy network in reinforcement learning, whereas generative models require autoregressive sampling over a large vocabulary.64% similarVerifiedDecision-type models excel at structured tasks such as classification, routing, and judgment, rather than long-form text generation.64% similarVerifiedResearch has found that the chain-of-thought reasoning generated by models does not fully correspond to their actual internal computation processes, and may provide post-hoc explanations unrelated to the true decision-making path.63% similarVerifiedReasoning configuration allows developers to control the model's reasoning effort, determining how much reasoning computation the model invests before answering.63% similar
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