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    1. Today, almost all of our initial security alerts are triaged by intelligence before humans are looped in. This helps reduce toil for defenders, improves response time, and lets humans spend time where their skills are most leveraged—in discernment, judgement, and applied expertise.

      OpenAI已经把AI部署为安全运营的第一道防线:机器处理初级分类,人类只介入需要判断力的高价值决策。这正是EP.99「分级授权成为默认」的核心逻辑——AI拿走执行层,人类保留决策层,权责边界通过技术设计而非人工约定来划定。

    1. The idea behind TAC and CVP is to give trusted defenders better models so they can report bugs and vulnerabilities to companies

      EP.99 故事线B: TAC(可信访问计划)本质上是一个「分级授权」实验——将高能力模型开放给被信任的安全研究员,而非完全限制。这正是 EP.99 预测的「分级授权成为默认」趋势的早期落地案例。