本期收录 8 条全球人工智能前沿突破、产业动态与领袖交锋，全部附带原始权威出处。
Demis Hassabis: Dario's essay points towards the right path forward. The details need working through, but the direction
DeepMind 全力支持建立前沿 AI 行业自律与技术评测联合体，在算力不断放大的同时建立数学严谨的安全护栏
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Harrison Chase: Building domain-specific evaluation harnesses and stateful deterministic test environments is the prereq
多智能体系统必须拥有可复现的评测工具链。从网络异常注入到图状态回滚测试，是消除生产事故的唯一正道
阅读原文直达 ↗Aravind Srinivas: Traditional economic theories fail to measure AI benefits. AI is saving immense time and money that ne
搜索与信息综合的重构正在以指数级降低认知摩擦。传统宏观经济模型无法衡量每人每天省下的几小时深度研究时间
阅读原文直达 ↗Andrej Karpathy: I love this and really hope we can come together as an industry and make it happen. Establishing indepe
呼吁 AI 领军实验室抛开短期商业竞争壁垒，共同落实第三方安全对齐与发布缓冲期，确保前沿智能平稳演进
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Sam Altman: I agree with Dario that we need to pace the frontier. Committing to having independent evaluators with emplo
OpenAI 宣布支持在前沿模型演进中推行节奏自律，并计划向具备独立资格的安全审查机构开放与内部员工对等的深度审计权限
阅读原文直达 ↗[Axari] Assign your security busywork to your AI twin
把你的安全工作分配给你的人工智能孪生兄弟
阅读原文直达 ↗[Aside] AI browser that actually gets work done for you
人工智能浏览器可以帮你完成工作
阅读原文直达 ↗[Toone] Build complex, reliable AI agent workflows & routi
构建复杂、可靠的人工智能代理工作流程和例程
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