Website · Writing · Visual archive · Reading
Large Language Models · Multi-Agent Systems · AI for Scientific Knowledge Services
I am interested in a quieter question than making models answer faster: how can they collaborate, retrieve, and reason more reliably inside complex knowledge environments?
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01 / MODEL Language models Connecting model capabilities with specialist knowledge environments. |
02 / AGENT Multi-agent systems Coordination, division of work, and controllable orchestration for complex research tasks. |
03 / SERVICE Knowledge services Bringing retrieval, evidence, and reasoning closer to real research practice. |
History, literature, and traditional culture form another long thread. I read poetry, allusions, and intellectual history for the worlds they disclose; I also learn through museums, architecture, historical sites, and city walks—where documents, artifacts, and everyday life meet.
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On the shelf Classical literature · history · cultural texts |
In the field Museums · galleries · historical sites · urban space |
中文版本 / Switch to Chinese
我关注大语言模型、多智能体，以及人工智能如何参与科学知识服务。
比起让模型更快地产出答案，我更关心它们如何在复杂的知识环境中，提供更可靠的协作、检索与判断。
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01 / MODEL 大语言模型 让模型能力与专业知识环境建立可靠连接。 |
02 / AGENT 多智能体 探索复杂研究任务中的分工、协同与可控编排。 |
03 / SERVICE 科学知识服务 让检索、证据与推理更贴近真实研究过程。 |
历史、文学与传统文化是另一条长线。常从诗词、典故和思想史中辨认时代的纹理；也喜欢在博物馆、美术馆、古迹与城市的行走中，把文献、器物、建筑和日常重新连起来。
Research notes · tools · texts · field observations