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🐦 X · 动态Guillermo Rauch @rauchg· 2026 年 7 月 19 日· 152 词 · 约 1 分钟

Guillermo Rauch · @rauchg

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Thankful to 🇦🇷 Argentina for once again giving it all. Grit, passion, talent, faith. To Messi for proving he’s the best ever. And to America 🇺🇸 for hosting such a wonderful event. Enhorabuena tíos 🇪🇸!
感谢 🇦🇷 Argentina 再一次倾尽全力。坚韧、激情、天赋、信念。感谢 Messi 证明了他是有史以来最好的。也感谢 America 🇺🇸 主办了这样一场精彩的赛事。Enhorabuena tíos 🇪🇸!
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Incidentally, I’m very bullish on cybersecurity as one of the best benchmarks for superintelligence. The “IQ test” of software engineering. The best engineers I’ve worked with in my career have usually had a deep background or interest in security. It’s actually easy for a model to “one-shot an XYZ clone” and impress people on X. But that’s not a good test. Finding, patching, reversing, and exploiting require a cognitive skill that transcends programming languages, runtimes, frameworks… It demands true reasoning power from the model and “corner thinking”. Very, very few humans excel at this, let alone in ordinary day-to-day software writing. Seeing Kimi K3 do so well here bodes well for open models.
顺便说一句,我非常看好 cybersecurity,把它视为衡量 superintelligence 的最佳标尺之一。它可以说是 software engineering 的“IQ test(智商测试)”。在我的职业生涯中,与我共事过的最优秀工程师,通常都有深厚的 security 背景,或至少对它有浓厚兴趣。实际上,让一个模型“一次生成一个 XYZ clone”并在 X 上惊艳众人,是很容易的。但那不是一个好的测试。发现、修补、逆向和利用漏洞,要求一种超越 programming languages、runtimes、frameworks 的认知能力……它要求模型具备真正的推理能力,以及“corner thinking(角落式思考)”。真正擅长这件事的人类都非常、非常少,更不用说在普通日常的软件编写中也是如此。看到 Kimi K3 在这方面表现这么好,对 open models 来说是个好兆头。
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gm 🇦🇷
gm 🇦🇷
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原文 ↗https://x.com/rauchg
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