Security has always been a team sport, and the defenders who have protected this industry for decades have never succeeded by working in isolation.
令人惊讶的是：我们常以为顶级安全公司依靠独家秘笈独步天下，但文章指出安全从来都是“团队运动”。几十年来，真正的防御者从不是在孤立中取得成功的，共享威胁情报才是生存法则。在AI时代，这种共享不仅没有减少，反而演变成了更深度的联盟行动。
New AI models, especially those from Anthropic,have triggered a new set of actions for how we build and secure our products.
令人惊讶的是：Anthropic等公司的新型AI模型不仅仅是工具，它们直接触发了思科改变构建和保障产品的方式。这种由模型能力反向驱动工程流程重构的现象，说明AI已经不再是业务的附属品，而是正在成为定义行业基础设施形态的决定性力量。
it also lowers the threshold for attackers, empowering less-skilled actors to launch complex, high-impact campaigns.
令人惊讶的是：AI不仅是防御者的利器，更是黑客的“平民化”工具。它大幅降低了网络攻击的技术门槛，让原本不具备专业技能的人也能发动复杂且破坏力极强的攻击。这意味着未来的网络威胁不仅数量会激增，来源也将变得极其广泛且难以预测。
Scott's
It is interesting that Austen repeatedly references Sir Walter Scott here. Scott was a fan of Austen's work and repeatedly praised her in his journal.
Scott wrote of Austen: "Also read again, and for the third time at least, Miss Austen’s very finely written novel of Pride and Prejudice. That young lady had a talent for describing the involvements and feelings and characters of ordinary life, which is to me the most wonderful I ever met with. The Big Bow-wow strain I can do myself like any now going; but the exquisite touch, which renders ordinary commonplace things and characters interesting, from the truth of the description and the sentiment, is denied to me. What a pity such a gifted creature died so early!"