Speculative Macro Commit for Faster Tool-Using Agents

arXiv:2609.03236 · cs.AI, cs.MA · Submitted 2026-09-03 · Read on arXiv

cs.AI, cs.MA

Submitted: 2026-09-03

Updated: 2026-09-03

Comments: Accepted in MLSP2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Actor — 46× in this paper · explained in 3 episodes
• Benchmark — 14× in this paper · explained in 2 episodes
• Accuracy — 9× in this paper · explained in 1 episode
• Speculative Macro Commit — 6× in this paper
• Trace — 5× in this paper · explained in 2 episodes
• Speculative Actions — 4× in this paper
• Ablation — 3× in this paper · explained in 1 episode
• Alignment — 3× in this paper
• Speculative Decoding — 3× in this paper · explained in 2 episodes
• Verification — 2× in this paper · explained in 2 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Agent Skills — 1× in this paper
• Agentic Reasoning — 1× in this paper
• Agentic Workflows — 1× in this paper
• Benchmarking — 1× in this paper · explained in 4 episodes
• Core — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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