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Why Only 12% Become AI Leaders
The AI divide is not about access to tools. It is about whether AI has entered production workflows, governance, and business measurement.
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为什么只有 12% 的公司是 AI Leaders
AI 价值的分水岭不在工具普及，而在流程、责任、治理和业务指标是否被重写。
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GPT Live and the Moment Voice Assistants Learn Not to Interrupt
GPT Live changes the rhythm of the interface: listening, speaking, waiting, and handing off harder work without breaking the conversation.
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GPT Live：语音助手开始学会不抢话
GPT Live 不是把回答读出来，而是在连续对话里判断该听、该说、该等，甚至把复杂任务交给后台模型。
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AI Is Not Here to Do Homework. It Is Here to Force Schools to Rewrite Homework.
At Stanford, Sam Altman admitted a prediction error: three and a half years after ChatGPT, education has not meaningfully redesigned itself. The real risk is not that students use AI, but that schools keep training them...
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AI不是来替孩子写作业的，是来逼学校重写作业的
奥特曼在斯坦福承认自己看错了：ChatGPT发布三年半，教育系统几乎没有系统性改变。真正危险的不是孩子会不会用AI作弊，而是学校还在用前AI时代的题目训练后AI时代的人。
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The Next AI Companion Will Not Live in a Chat Box
AI companionship is leaving the chat box. JD JoyAI, Vidu S1, and Whispers from the Star point toward realtime video characters, persistent relationships, and worlds users can change.
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AI 陪伴的下一站：实时视频角色与世界模型
聊天框里的 AI 正在走向实时视频角色。京东 JoyAI、Vidu S1 和《Whispers from the Star》指向同一个方向：陪伴感来自在场、记忆和可改变的世界。
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Fun-ASR-Realtime: real-time ASR moves into accents, noise, and product pressure
Alibaba’s realtime ASR upgrade is less about a clean demo and more about dialects, hotwords, mobile clients, and production streaming.
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Fun-ASR-Realtime：实时转写终于开始认真听方言了
Fun-ASR-Realtime 的重点不只是低延迟，而是把方言、热词、上下文和实时接口放进同一条生产管线。
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A Red Card on Probation: When American Exceptionalism Walked Onto the World Cup Pitch
Folarin Balogun’s reprieve is not just a refereeing footnote. It asks a colder question: why did a red card suddenly find a one-year probation door when the host nation needed it most?
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红牌可以缓刑一年：当美国例外闯进世界杯
巴洛贡能踢比利时，不只是一次争议判罚的善后。问题在于：同一张红牌，为什么到了东道主美国队身上，就突然找到了“缓刑一年”的出口？
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