Unverified50% confidenceOpinionExact time
Achint Srivastava, Corporate Vice President at Microsoft's Chief Technology Officer office, described the decision model as specifically designed to deliver structured outputs immediately executable by software, distinct from large language models that generate text or reason.
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10/11/2026
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UnverifiedDecision models are a specialized architecture distinct from generative language models, with the core goal of outputting structured judgment results for given inputs rather than generating natural language text.76% similarUnverifiedA decision model is a lightweight inference model specifically designed for real-time behavioral control that outputs discrete action commands (such as up, down, left, right) with extremely low latency, can be compressed to within a few hundred MB, and is fundamentally different from general-purpose large language models.68% similarUnverifiedMicrosoft CEO Satya Nadella launched the decision model Microsoft-Decision-1, which is based on post-training of Qwen3.5-9B and is specifically designed to handle routing, classification, priority judgment, validation, and workflow control.68% similarUnverifiedGenerative recommendation systems draw on the modeling approach of large language models, treating user behavior sequences as a generation task and predicting the next item of potential interest in an autoregressive manner.67% similarVerifiedDecision-type models excel at structured tasks such as classification, routing, and judgment, rather than long-form text generation.67% similar
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