{"type": "article", "title": "Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/revisiting-lossy-verification-in-speculative-decoding-mechanisms-trade-offs-and", "original_source": "https://www.machinebrief.com/news/revisiting-lossy-verification-in-speculative-decoding-mechan-nl88", "published": "2026-07-30T04:00:00+00:00", "accessed": "2026-07-30", "id": "revisiting-lossy-verification-in-speculative-decoding-mechanisms-trade-offs-and"}