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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A recent IRS- and academic-based study found households accrued about $116 trillion in total capital gains from 1954 to 2021, but less than a fifth of that was ever reported on tax returns as a realized gain. The study also found that households had around $16.2 trillion in total capital gains in 2021, which equates to about 94% of net national income and exceeds total wages, dividends, and interest income.，更多细节参见搜狗输入法
The attack surface is smaller. The boundary is the same.