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cs.AI2026

Speculative Actions: A Lossless Framework for Faster Agentic Systems

Naimeng Ye, Arnav Ahuja, Georgios Liargkovas +3

AI agents are increasingly deployed in complex, interactive environments, yet their runtime remains a major bottleneck for training, evaluation, and real-world use. Typical agent b…