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Show HN: Catch your local LLM falling back to CPU
监控你的本地LLM是否偷偷用CPU运行，这个开源工具让你一目了然。
Article URL: https://github.com/logxio/picchio Comments URL: https://news.ycombinator.com/item?id=48874905 Points: 2 # Comments: 0
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Show HN: Lumen–free Real-time LLM token and cost monitor
免费实时监控LLM token消耗与成本，开源工具助你精准管理AI调用。
Article URL: https://github.com/DataGrout/lumen Comments URL: https://news.ycombinator.com/item?id=48490139 Points: 2 # Comments: 0
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Ask HN: How do you solve AI's confused deputy problem?
探讨AI代理陷入权限困境的核心矛盾，以及用LLM监控的实践思路
An agent's value is proportional to the permissions it's been granted. There's been a lot of hype around solutions like default denial proxies, key va…
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Detecting Is Not Resolving: The Monitoring Control Gap in Retrieval Augmented LLMs
揭示RAG系统「监测≠解决」的关键缺口，用实证分析控管脱节并提出缓解思路
arXiv:2605.27157v1 Announce Type: new Abstract: Retrieval-augmented LLMs are deployed for tasks where evidence quality determines action safety, yet e…
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Who judges the judges? Governance from metrics: a runtime framework for continuous LLM compliance monitoring
打破传统静态审计，提出运行时框架实现LLM持续合规监控，为AI治理提供新思路
arXiv:2605.24737v1 Announce Type: cross Abstract: Current approaches to AI compliance treat conformity as a binary, audit-time verdict rather than a c…