osctrl.net↗
osctrl — Open-source osquery fleet management
osctrl is an open-source osquery fleet manager for endpoint visibility, configuration, live queries, log collection, alerting, file carving and MCP-based AI workflows at scale.
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| Website | osctrl.net ↗ |
| Site language | English |
| Last read | 22 Sep 2026 |
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| 6787839 | How does reinforcement learning shape a language model’s internal representations? We present evidence that RL recruits a pre-existing representation of functional welfare: an estimate of how well or badly the system is doing, relative to its goals. We train several language models in a novel, semantically neutral maze environment. We then extract concept vectors for rewarded and punished trajectories, and evaluate those vectors in settings unrelated to the maze environment. The punishment vecto | Not checked yet | English |
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