疗法会话中LLM不参与临床决策，而是由含禁忌症的状态机驱动证据微实践，确保安全与深度。
Article URL: https://www.hamo.ai/blog/taking-the-clinical-decision-out-of-the-llm/ Comments URL: https://news.ycombinator.com/item?id=48916167 Points:…
从脑爆到状态机再到技能模块，看agent配置文件的七次迭代演变
The evolution of my AGENTS.md - v0 - Braindump - v1 - Organized braindump - v2 - Strict state machine - v3 - Loose state machine, md as memory - v4 - …
打破黑盒：用状态机让AI代理的行为变得可预测、可调试，告别单块提示的混沌。
Article URL: https://arizenai.com/state-machine-pattern-agentic-ai/ Comments URL: https://news.ycombinator.com/item?id=48278840 Points: 1 # Comments: …
LLM的溯因推理一直是短板，Graph of States用因果图+状态机构建结构化信念状态，把无头苍蝇式的探索变成定向搜索，一举解决证据虚构、上下文漂移等四大痛点。
arXiv:2603.21250v2 Announce Type: replace Abstract: Logical reasoning encompasses deduction, induction, and abduction. However, while Large Language M…