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Releasing open-weight AI in steps would alleviate risks
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“很大程度上,伊朗是帕兰提尔定制的‘第二个竞技场’,美以军方已将更多军事决策交给算法,这家私营科技公司拥有了与国家相当的战争资源,它可以被定义为‘隐形帝国’。”美国乔治敦大学安全与新兴技术中心研究员伊琳娜·科诺瓦(Irina Konovalova)说,“像帕兰提尔这样的公司成为当代西方军事霸权的急先锋。”
Despite not technically being spec-compliant, tl was able to parse most of the CC-MAIN-2023-40 (September/October 2023) of CommonCrawl. The archive contains 3.40 billion web pages (3 384 335 454 to be exact) totalling of 98.38 TiB of compressed material, though that includes the entire raw HTTP conversation between the crawler and the server. By comparison, the resulting set of forms plus metadata is 54 GB compressed, large enough that just summarising the data takes considerable time. 51 152 471 (0.0151%) web pages in the dataset could not be parsed at all due to invalid HTML encoding, invalid character encodings, or bugs in the parser.
This skill gives an LLM a structured way to map that part of the board before you deploy. Paste it into your system prompt, describe whatever you're building or rolling out, and ask for an analysis. It covers three failure modes: how people will respond to it (social/organizational), what it can be made to do by someone who isn't you (adversarial), and what it does to your future ability to manage it (technical debt).