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a16z 播客：AI 监管应先定义风险，Agent 规模化将重塑安全栈
a16z 发布一期对话节目，参与者包括 Box CEO Aaron Levie、Steven Sinofsky、Martin Casado 和 Erik Torenberg，主题为“We Must Pace the Frontier”。他们主张当前 AI 监管辩论多发生在风险尚未被定义之前，并类比计算机病毒、航空等历史技术安全标准均是在了解实际失败模式后建立。讨论还涉及 Agent 不知疲倦、可大规模运行并以员工无法做到的方式探测系统，可能迫使重新思考权限、认证与安全栈；以及 AI 创新或越来越多发生在前沿实验室之外的模型周边软件。节目含 2028 年 AI 选举、GDPR 式 AI 监管担忧、决策引擎与聊天机器人对比等议题。
AI推荐理由 a16z 播客节目，Box CEO Aaron Levie、Steven Sinofsky、Martin Casado 与 Erik Torenberg 讨论 AI 监管节奏、2028 年 AI 选举、Agent 规模化带来的权限与安全栈重构，以及创新可能更多发生在模型周边软件而非前沿实验室。内容为观点讨论，含具体议题时间轴，但无实证数据或官方结论，属高质量行业对话而非新闻事实。
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Box CEO Aaron Levie, Steven Sinofsky, and Martin Casado join Erik Torenberg to discuss "We Must Pace the Frontier," the upcoming AI election in 2028, and Jev:
They argue that most of today's AI regulation debate is happening before anyone has defined the risks being regulated. Every prior wave, from computer viruses to aviation, built its safety standards after learning how the technology actually failed.
Then it gets concrete. Agents don't get tired, run at enormous scale, and probe systems in ways employees never could, which may mean rethinking permissions, authentication, and the security stack itself.
They close on why AI innovation may increasingly happen outside the frontier labs, in the software built around the models.
00:50 "We Must Pace the Frontier"
03:50 Do the labs believe their own x-risk talk?
06:49 If it's existential, nationalize it
11:32 "You're asking us to regulate you?"
12:08 2028 as the AI election
18:50 Tech never learned to navigate regulation
25:50 The law that came from one 1983 hack
28:39 Noam Brown's heat exfiltration idea
32:30 Cold War covert channel stories
34:35 Agent swarms look like a DoS attack
41:25 Sinofsky's fear: GDPR for AI
46:20 No jets if the FAA started in 1910
48:38 Jev: decision engines vs. chatbots
53:01 Labs build beings, software needs tools
YouTube: https://youtu.be/TLJNJDf2XGo
@levie @stevesi @martin_casado @eriktorenberg