AppleAnalysisAI ModelsAugust 7, 2026

Apple introduces ARBITRAGE for efficient LLM reasoning

ARBITRAGE is a step-level speculative generation framework that uses a lightweight router to dynamically choose between draft and target model outputs. It reduces inference latency by up to 2x on mathematical reasoning benchmarks while maintaining accuracy.

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