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谷歌组织架构大洗牌！ Demis Hassabis 卸任 Google Deepmind 的 CEO，转任 GDM 主席兼 Alphabet 首席科学家，同时继续领导 Isomorphic Labs，把主要精力放在 AGI 的长远方向、全球战略以及用 AI 推动科学与医疗突破上； “我们已抵达人类历史上的一个关键时刻。我一生都在为 AGI 努力，现在，就像你们许多人一样，我感觉它近在咫尺” —— Demis Hassabis Koray Kavukcuoglu 从 Deepmind CTO、Google 首席 AI 架构师升任 Google DeepMind 高级副总裁，直接向 Pichai 汇报，全面负责 Gemini 模型研发、前沿 AI 研究以及 Gemini 应用与开发者团队。其实就是接替 Demis 的管理工作，他在 DeepMind 已工作 13 年，，曾主导 WaveNet、DQN 等成果； 在谷歌工作 27 年的 Jeff Dean 将与资深研究员 Sanjay Ghemawat 一起离开，创办一家独立的公益性质公司 Discovery Loop，专注“全自动科学发现的闭环”研究；Google 会作为创始投资方和云服务合作伙伴继续与他们合作。Dean 告诉 NYT，离开 Google 让他有更多余地专注于科学发现； 三位最初的 Gemini 负责人如今全部离职：Noam Shazeer 去了 OpenAI，Dean 和 Vinyals 去了 Discovery Loop。 我如何看待这次调整？ 在 2023 年 Google 合并 Google Brain 与 Deepmind，于是有了 Gemini 的成功；三年后 Google 再次面临大公司病、组织障碍（人才保留上的结构性问题）和工程低效的挑战，于是有了这次必要又意料之外的调整。 部分传言 Demis 因 Gemini 执行不力而被边缘化，换上Koray 是希望把“研究强、产品化慢”这个 Google 的老毛病治好，对比 OpenAI / Anthropic 快速产品化，Google 需要证明也能更快的迭代。所以 Google 全村的希望都在 Gemini 4，内部确认已经有了重大进展。我保留短期观察，长期看好的判断👀 其实 Google 已经证明了目前不用靠模型的能力，只用买算力就能保持盈利优势，Google 是目前唯一的全栈 AI 科技巨头。现在决定内部加速产品化，再利用投资加孵化，既能解决人才保留的问题，又可以抢占 AGI 与科学前沿。 这是 Google 的角色优化，并非危机。执行力与人才保留正在成为新的竞争护城河，技术不再是 Google 的短板，专注和敏捷才是。

Today, we’re launching Alpamayo 2 Super, our frontier open reasoning model for autonomous vehicles. Beyond seeing, Alpamayo understands and reasons through the complex world - thinks before it acts. It’s a powerful backbone for robotaxis, trucks, shuttles, delivery vans, tractors and the long tail of mobile robots—billions of autonomous machines someday. We’re releasing it for commercial use under OpenMDW-1.1 so teams can inspect it, fine-tune it and deploy it—open models advance safety and security. The next wave of AI is robotics—and it starts with autonomous vehicles. Great work, Alpamayo team!

Seedance 2.0 on higgsfield Prompt: A photorealistic smartphone selfie vlog that looks exactly like a real mobile phone recording. A young woman (image = her face and hair) visits a cozy thrift store on a sunny afternoon, filming everything herself with a handheld smartphone in selfie mode. The video features natural hand shake, realistic autofocus, slight exposure changes, authentic smartphone stabilization, and true-to-life colors. Smiling at the camera, she says, "Today's thrift store challenge—I'm only buying the first cute thing I find!" She walks through colorful racks of vintage clothes, shelves of accessories, plush toys, and home décor until she spots a random adorable oversized hat. Laughing, she immediately tries it on in front of a mirror, making funny poses and bursting into genuine laughter at how silly she looks. She decides to buy it, walks out of the store holding a small shopping bag, proudly shows her surprise find to the camera, smiles brightly, waves, and says, "See you in the next vlog. Bye!" before reaching toward the phone to stop the recording. The video should feel completely real with natural human movement, consistent facial features, realistic hand interactions, authentic thrift store lighting, no beauty filters, no CGI, no AI-plastic appearance, no subtitles, no logos, no watermark, and no background music—only real store ambience, footsteps, quiet conversations, clothing rustling, and natural environmental sounds.

A lifeguard charged into towering waves to rescue a swimmer struggling in the powerful surf off Santa Cruz County. After a brief struggle on the shore, another person rushed in to help as the pair battle the rough water to bring the swimmer safely ashore. The act of heroism was one of at least 25 water rescues reported Saturday as massive swells battered the Santa Cruz County coastline.

Indian authorities have suspended a policeman for firing rounds in the air from an assault rifle to disperse student protesters in an eastern state, the latest flashpoint in a wave of youth protests that forced the federal education minister to resign