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“AI will fundamentally change our mobile experiences,” Qualcomm chief executive, Cristiano Amon says. “It’s going to change how we think about our smartphones. Think about our personal computing. Think about and interact with a car. The car is now a computing surface.
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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.，详情可参考体育直播