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.
帮用户订一张机票，听起来简单，实际上需要模型完成一系列连贯动作：理解用户意图→调用高德/飞猪 API→处理返回结果→识别异常（比如航班取消）→主动提出备选方案→等待用户确认→完成支付。
，详情可参考PDF资料
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