{"type": "article", "title": "Arbitrage: Efficient Reasoning via Advantage-Aware Speculation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/arbitrage-efficient-reasoning-via-advantage-aware-speculation", "original_source": "https://machinelearning.apple.com/research/arbitrage-efficient-reasoning", "published": "2026-08-07T00:00:00+00:00", "accessed": "2026-08-10", "id": "arbitrage-efficient-reasoning-via-advantage-aware-speculation"}