AnalysisAI ModelsAugust 4, 2026

OoO-Spec proposes out-of-order speculation for faster LLM tool calls

Paper introduces OoO-Spec, which predicts tool-call function choices and argument values in parallel, reducing the token-by-token cost of LLM tool calling. It builds on ToolSpec's approach of drafting schema tokens and retrieving earlier calls.

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