English(EN) Ask the Tool, Don't Guess: Agent Tool Calls Hold Their Progress, and the Serving System Should Read It

AI代理报告工具进度以提高性能

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-17 04:00

研究人员开发了一种新方法，使AI代理在使用外部工具时能更好地管理其进度。当前系统经常猜测工具需要多长时间，导致GPU内存使用效率低下。提出的解决方案涉及工具实时报告其进度，提供比以往估算方法更准确的信号。这种方法可以显著减少代理在工具调用后收到第一个令牌所需的时间，从而提高整体性能。 AI

影响通过减少工具使用中的延迟来提高AI代理的效率。

排序理由研究论文详细介绍了AI代理工具交互的新颖方法。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 16 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 研究论文详细介绍了AI代理工具交互的新颖方法。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, infra; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: Breaking (< 6h); Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

完整方法见我们的编辑标准。

arXiv cs.AI TIER_1 English(EN) · Yipeng Liu, Yingqiang Zhang, Feifei Li, Huanchen Zhang · 2026-09-17 04:00

提问工具，而非猜测：Agent工具调用保留其进度，服务系统应读取它

arXiv:2609.18849v1 Announce Type: cross Abstract: An agentic request spends substantial wall-clock time waiting for tools, and its KV cache holds GPU memory the whole time. Serving systems decide whether that cache stays, leaves, or comes back by guessing how long the tool will r…