TraceSpec paper examines speculative decoding for LLM agents
A new arXiv paper, TraceSpec, analyzes how speculative decoding behaves in LLM agents that make repeated model calls over evolving histories of reasoning, actions, and tool feedback, and proposes improvements.
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- 2026-11-02 05:00 · arXiv cs.CL
TraceSpec: Understanding and Improving Speculative Decoding for LLM Agents