Yonggang Weng
共 3 篇已发布预印本
Zero-LLM-Cost Event-Sourced Tool Failure Memory for Desktop Agents
面向桌面代理的零 LLM 成本事件驱动型工具故障记忆系统
Yonggang Weng, Farah Akmar Anor Salim, Dongwei Yin, Zhenguang Zhong, Chuntie Chen
Desktop LLM agents repeatedly encounter the same low-level tool failures—API timeouts, encoding errors, permission denials, and tool-specific quirks—yet current frameworks either d…
DOI: 10.5281/zenodo.22970369 · 浏览 6 · 下载 45
NeuroConscious Transformer: An Open-Source Artificial Intelligence Framework for Adaptive Learning and Educational Innovation
NeuroConscious Transformer：一个用于自适应学习与教育创新的开源人工智能框架
Yonggang Weng, Farah Akmar Anor Salim, Zhenguang Zhong, Wenjing Zhang, Chuntie Chen, Cheng Hu, Youyu Xu, Dongwei Yin
In order to bridge the gap between theoretical AI advancement and practical application, many practical tools need to be built and tested in classrooms first before they can play …
DOI: 10.5281/zenodo.22795744 · 浏览 7 · 下载 20
The Recognition-Exposure Gap: Why Upgrading Intent Detection Can Reduce Tool Availability in LLM Agents
识别与曝光差距：为何升级意图检测机制会降低大型语言模型智能体的工具可用性
Tool-rich LLM agents increasingly gate tool visibility by intent-detection confidence: a narrow tool set is exposed when the agent is confident about the user’s intent, and a broad…
DOI: 10.5281/zenodo.22699321 · 浏览 68 · 下载 29