
Exponential View 2026 年 10 月 12 日公开文章的英文原文与中文翻译:GLP-1 在 2025 年的销售额超过生成式 AI,一个月份量从美国标价 1,349 美元跌到印度仿制药 13 美元,减重之外的证据仍在争论——本期免费刊,全文公开。







A MESSAGE FROM OUR SPONSORRisk = capability × access × autonomy × scaleAI doesn’t need to go rogue to cause harm. It “only” needs an objective, access to your systems, and the ability to move faster than you can spot it.Box’s CISO, Heather Ceylan, thinks of this risk as capability × access × autonomy × scale. She argues that model guardrails help but aren’t enough to keep risks at bay. Firms also need audit trails, human approval for consequential actions, and limited permissions.For security leaders and anyone building with AI, Heather shared a first-hand view of how to build innovation that can be trusted at scale.


赞助商信息(A MESSAGE FROM OUR SPONSOR)风险=能力 × 访问权限 × 自主性 × 规模AI 不需要失控也能造成伤害。它「只需要」有一个目标、能接触到你的系统,并且动作比你察觉的速度更快。Box 的首席信息安全官(CISO) Heather Ceylan 把这个风险想成 能力 × 访问权限 × 自主性 × 规模。她认为模型层面的护栏有帮助,但不足以把风险挡住;企业还需要审计留痕、对后果重大的动作保留人工审批,以及限制权限。对于安全负责人和任何用 AI 做产品的人,Heather 分享了如何构建能在大规模下被信任的创新的第一手看法。
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