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The core of the 'model orchestration + professional tool execution' paradigm (orchestrator–worker mode) is that the language model does not directly hard-compute factual questions, but is responsible for understanding intent, decomposing tasks, deciding which tool to call, and then combining and narrating the returned results; factual computation is left to deterministic tools, and fuzzy decisions are left to the model.
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10/13/2026
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