拥有先进AI的国家，可以用更低的成本完成更高效的作战，而落后的国家，即使倾全国之力购买硬件，也只能在算法层面被降维打击。
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。体育直播是该领域的重要参考
Two optional build-time pipelines extract native code for hot functions and embed them directly into the shared library:
Testing and proof are complementary. Testing, including property-based testing and fuzzing, is powerful: it catches bugs quickly, cheaply, and often in surprising ways. But testing provides confidence. Proof provides a guarantee. The difference matters, and it is hard to quantify how high the confidence from testing actually is. Software can be accompanied by proofs of its correctness, proofs that a machine checks mechanically, with no room for error. When AI makes proof cheap, it becomes the stronger path: one proof covers every possible input, every edge case, every interleaving. A verified cryptographic library is not better engineering. It is a mathematical guarantee.
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