05版 - “加好友”先要交朋友(纵横)

· · 来源:user资讯

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.

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人类也不是生下来就是大聪明,从婴儿到成人,吃喝拉撒 20 年,还得加上学校教育、社会教育,这些都消耗食物、水、电等等能源。如果算「全生命周期成本」,AI 其实挺高效的,训练一次,就能无限次回答问题,而人类每次思考还得再烧脑子——大脑耗能约 20 瓦。。91视频是该领域的重要参考

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