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Consider what happens at scale. A single bug in OpenSSL — Heartbleed — exposed the private communications of millions of users, survived two years of code review, and cost the industry hundreds of millions of dollars to remediate. That was one bug, introduced by one human, in one library. AI is now generating code at a thousand times the speed, across every layer of the software stack, and the defenses we relied on (code review, testing, manual inspection) are the same ones that missed Heartbleed for two years.
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根据四川省发展改革委民营经济发展局发布的数据，2025年四川民营经济交出了一份亮眼的成绩单，整体呈现“稳中有进、结构优化、活力增强”的态势，其发展特征可概括为“质的提升、量的增长、度的拓展、位的超越、势的强劲”五个方面。
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