Consider an example. An AI rewrites a TLS library. The code passes every test. But the specification requires constant-time execution: no branch may depend on secret key material, no memory access pattern may leak information. The AI’s implementation contains a subtle conditional that varies with key bits, a timing side-channel invisible to testing, invisible to code review. A formal proof of constant-time behavior catches it instantly. Without the proof, that vulnerability ships to production. Proving such low-level properties requires verification at the right level of abstraction, which is why the platform must support specialized sublanguages for reasoning about timing, memory layout, and other hardware-level concerns.
金暻铉：因为在过去的75年里，韩国在军事上最依赖于美国，在经济上最接近、在文化上也最贴合美国。我想不出还有哪个国家能像过去75年的韩国这样，也许波多黎各算一个，但波多黎各基本上就是美国的殖民地。菲律宾也许有过一段时期是这样，但后来情况发生了变化。自1980年代以来，美韩同盟进一步深化，韩国成为非常紧密的盟友 。在三代人的时间里，每五年就有新的一批人努力成为“美式风格”的演艺人员 ，同时，人们不仅在学习英语，还在通过所谓的“AFKN”学习文化。在那50年间，AFKN 曾是韩国信号最强的电视频道。尽管很多韩国人当时听不懂英语，但他们依然会看。由于美军基地的存在，美国电视节目在韩国全境被广泛传播。这种文化冲击整整持续了三代人。我觉得这种影响在任何其他国际文化语境中都是不可替代、无法复制的。
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We've seen modular phones before, but never has attaching new stuff to a phone felt this easy or fun. You can attached modules onto modules, too. You can, for example, slap two batteries onto your phone; or a battery and an extra speaker; or a speaker and an improved camera; the possibilities are endless.