Speculative Decoding Security and Alignment Laundering in 2026: Defending Distributed vLLM and TensorRT-LLM Verification Pipelines Against Draft Model

In 2026, Chief Technology Officers (CTOs), Platform Engineering Leads, and Principal AI Infrastructure Architects scaling distributed Large Language Model (LLM) serving fleets rely on Speculative Deco