On the Clock: Towards Punctual and Productive Time-Budgeted AI Agents
arXiv:2610.10833v1 Announce Type: new Abstract: We study whether small LLM agents can operate effectively under explicit wall-clock time budgets by both respecting the allocated runtime and using available time productively. We evaluate Qwen3.6-27B on five competitions from MLE-Bench Lite and Qwen3…
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- 2026-10-09 04:00 · arXiv cs.AI
On the Clock: Towards Punctual and Productive Time-Budgeted AI Agents