https://www.opensourceway.blog/tags/williamson-l3/Recent content in Williamson-L3 on 「开源之道」Hugozh-CNCopyright (c) 2016 - 2026, 「开源之道」·适兕; all rights reserved.Mon, 14 Sep 2026 04:34:55 +0800https://www.opensourceway.blog/posts/osbook-book-recommendation/vu-2026-agent-behavior-mining-invisible-autonomy-risk-2026-09-14/Mon, 14 Sep 2026 04:34:55 +0800https://www.opensourceway.blog/posts/osbook-book-recommendation/vu-2026-agent-behavior-mining-invisible-autonomy-risk-2026-09-14/Vu 等（2026, arXiv 2606.20669）提出 Agent Behavior Mining 与「invisible autonomy risk」概念——把流程挖掘引入 AI agent 治理，让 agent 的推理、工具、token 成本转为可观测的过程日志。这是 Coase「企业为什么存在」命题在 AI 时代的当代表述：当企业内部隐性协调成本被 agent 非确定性放大时，企业边界与俱乐部章程都必须被重新界定。开源的信任基础从「代码可见」升级为「行为可见」。