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Souvik Kundu

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#artificial intelligence Preprint Sep 2026

Speculative Macro Commit for Faster Tool-Using Agents

Speculative Macro Commit (SMC) is introduced, a runtime mechanism for a two-tier agent system: a large authoritative actor model produces the official trajectory, while a faster speculative drafter model continuously predicts and executes future action chains on an isolated environment snapshot.

Ze-Yu Liu, Souvik Kundu, P. Beerel · 1 citation

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