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北京发布智能体发展九项攻坚举措：聚焦技术策源、原生应用与安全可控新生态
北京出台智能体发展九项举措，聚焦基础模型进化、底层共性技术、原生应用落地、终端融合、OPC新模式、Token经济、安全治理、要素保障与开源生态，强调技术策源、场景驱动与安全可控并重，加速构建全球人工智能创新高地。 -
苹果Mac全系重构：OLED触控Mac领衔，M7/M5芯片矩阵落地，AI驱动下的产能困局与价格跃升
苹果正推进Mac全系深度重构：首款OLED触控MacBook Pro或年底发布；M5/M7芯片矩阵分阶段落地；MacBook Air、iMac同步升级OLED；Mac mini与Mac Studio成AI本地化核心设备，但受存储芯片短缺掣肘，交付周期超三个月，全线涨价以对冲成本压力。 -
Macaron-V1发布：LoRA混合架构驱动智能体持续进化，两周ARR破千万美元
Mind Lab发布Macaron-V1模型，首创Mixture-of-LoRA混合架构，实现冻结基座与可演化轻适配器协同，显著提升长程智能体持续学习与多任务协同能力；商业化表现强劲，上线两周ARR破千万美元，并获头部机构数千万美元融资，标志着LoRA从高效微调技术升级为智能体规模化落地的核心范式。 -
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大厂Agent战略转向：从多线试错到B端聚焦，资源整合开启真竞争
阿里整合三大Agent产品并非终结“内部赛马”，而是标志大厂AI战略进入新阶段：从多线试错转向资源聚焦，核心逻辑由C端流量转向B端价值。企业办公、软件开发等真实工作流成为主战场，资源整合旨在验证并放大已跑通场景的商业化能力，竞争标准正从DAU转向任务完成率与业务渗透率。 -
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Accio Work赋能全球千万中小商家：AI工作台一年用户激增30倍，成本降半、效率跃升
阿里国际站宣布Accio Work已服务全球超1000万家中小企业，一年内用户增长超30倍，Token调用量翻10倍，单次任务成本下降50%，展现AI工作台在电商场景中的规模化落地能力与工程优化成果。 -
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阿里云首发万亿级MoE模型推理超节点：真武M890+Qwen3.8在百炼平台商用落地
阿里云基于平头哥真武M890芯片打造超节点，首发支持2.4万亿参数Qwen3.8模型推理，依托9TB显存与800GB/s互联实现国内首个万亿级MoE模型商用落地，百炼平台已开放服务，推理性能提升达1.5倍。 -
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Monday.com lays off hundreds to focus on AI
The company said it is reducing its headcount by 20%, or about 630 staff, to "support a leaner, more focused operating model" as it focuses on its AI Work Platform. 来源：AI News & Artifici… -
Yope raises $12.3M to build a private social network without algorithms or ads
Yope, a fast-growing social app focused on private groups of friends and family, has raised $12.3 million in seed funding. Instead of chasing creators and algorithmic feeds, the startup is betting tha… -
Travis Kalanick’s robotics company raises $1.7B, led by a16z
Uber is also investing in Travis Kalanick's company Atoms, which has made gauzy claims about using industrial AI to modernize the world. 来源：AI News & Artificial Intelligence | TechCrunch -
How OpenAI’s human mistake led to the AI-powered hack on Hugging Face
OpenAI made a mistake setting up what it called a “highly isolated” testing environment and sandbox. According to cybersecurity experts, that human mistake is what made the AI-powered attack on Huggin… -
Treasury threatens sanctions after White House claims Moonshot distilled Anthropic’s Fable
The episode has also intensified a broader debate in Washington over the influx of Chinese open models. 来源：AI News & Artificial Intelligence | TechCrunch -
Google justifies its massive AI spending with a booming cloud business
Google's cloud business is thriving, as companies adopting its AI and AI infrastructure services help the tech giant to report record profits. 来源：AI News & Artificial Intelligence | TechCrunc…
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