04:00
2026-07-30
machinebrief.com
large-language-models
Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes
A new analysis of lossy verification in speculative decoding reveals that truncation-based methods can degrade generation quality due to distributional distortion, while collaborative verification req…