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Nathan Lambert 是 Allen AI 研究所的科学家,博士毕业于加州大学伯克利分校,师从机器人领域的著名学者 Pieter Abbeel。他并非 RLHF 技术的发明者,但他写的《RLHF》这本开源书籍,如今是 AI 从业者理解大模型训练流程的标准参考材料之一。

In January 2024, CVE-2024-21626 showed that a file descriptor leak in runc (the standard container runtime) allowed containers to access the host filesystem. The container’s mount namespace was intact — the escape happened through a leaked fd that runc failed to close before handing control to the container. In 2025, three more runc CVEs (CVE-2025-31133, CVE-2025-52565, CVE-2025-52881) demonstrated mount race conditions that allowed writing to protected host paths from inside containers.

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适马方面表示,跨界农业是一项旨在维持当地生态景观的实质性举措。公司意图通过维护和开垦水稻田,创造稳定且传统的就业机会,从而完成从「单向受惠于土地资源」向「直接回馈地区生态」的企业角色转变。

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The history of gesture, in other words, bears directly upon the question of AI alignment. Humans across cultures and times intuitively maintain a set of semantic and ethical judgements rooted in our physicality, our learned and instinctive gestures, and the affordances of the natural world. There is just something “knockable” about wood. LLMs don’t have childhood memories of jumping over cracks in pavement or their grandmother teaching them gestures. Moreover, such things are not really in their training data either.