RESEARCHInvestigateNEXT 12 MONTHS
Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research warns that lossy verification in speculative decoding silently alters LLM output distributions, risking drift in structured tasks.