Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.03236.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Paper proposing Speculative Macro Commit (SMC), a two-tier agent architecture where a fast drafter model pre-executes multi-step action chains on an isolated snapshot while an authoritative actor model runs normally; matching first steps trigger commit of pre-executed results. Shows 10-45% latency reductions on τ²-Bench Telecom and AppWorld with small accuracy trade-offs. Code released.

Concrete, reproducible latency optimization for tool-using agents with open code and specific model pairings; relevant to anyone running serial agent loops in production.

Cited by

No citations on record.