Linux ID has yet to be deployed. Kroah‑Hartman said the effort is still in an exploratory and prototyping stage. The plan is to take the discussion to Linux Plumbers and the Kernel Summit over the coming year. In the near term, kernel.org could import its existing PGP web of trust into the new system to ease migration, while maintainers begin testing the tools in parallel with today's PGP‑based processes.
斯坦福和耶鲁的研究者发现，Claude 3.7 Sonnet 在特定条件下会以 95.8% 的准确率「近乎逐字逐句」地输出《哈利波特》等受版权保护的作品——这不仅与 Anthropic 长期以来关于「模型只是学习了语言规律」的说法背道而驰，更让该公司对任何人的「蒸馏」指控显得缺乏底气。
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