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· · 来源:tutorial资讯

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.

future can all be far apart from each other.​In the original "Futurelock" investigation they had to,推荐阅读WPS下载最新地址获取更多信息

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"The current bill requires AI companies to design and implement SSPs that meet certain standards – for example they must include testing sufficient to provide a "reasonable assurance" that the AI system will not cause a catastrophe, and must "consider" yet-to-be-written guidance from state agencies. To enforce these standards, the state can sue AI companies for large penalties, even if no actual harm has occurred."