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华为发布鸿蒙6，全面落地端侧AI与智能体框架

简报：

华为于10月22日正式发布鸿蒙6（HarmonyOS 6），并为首批90多款机型开启规模公测。
新版本的核心突破在于全面落地端侧AI能力，采用了全新的智能体框架（HMAF），旨在将系统交互从传统的“App触控”升级为“自然语言交互”。
目前，首批80多个鸿蒙应用智能体已上架，腾讯、阿里、美团等头部应用生态正在加速适配。
华为同步启动“天工计划”，计划投入10亿元资金，支持孵化超过1万个AI原生元服务以激励生态发展。
华为常务董事余承东称，鸿蒙6的发布是“一个新的里程碑”，是华为打赢“AI关键战役”的重要布局。

相关链接：

华为鸿蒙6发布:端侧AI全面落地，华为加速“AI关键战役”

Huawei Launches HarmonyOS 6, Fully Deploying On-Device AI and Agent Framework

Brief:

Huawei officially launched HarmonyOS 6 on October 22nd, opening a large-scale public beta for over 90 initial device models. 🚀
The new version's core breakthrough lies in the full deployment of on-device AI capabilities, adopting a brand-new Agent framework (HMAF) to upgrade system interaction from traditional "App touch" to "natural language interaction."
Currently, over 80 initial HarmonyOS application agents are already available, with leading application ecosystems such as Tencent, Alibaba, and Meituan accelerating their adaptation.
Huawei simultaneously launched the "Tiangong Program," planning to invest 1 billion yuan to support the incubation of over 10,000 AI-native meta-services and stimulate ecosystem development. 💰
Richard Yu, Executive Director of Huawei, stated that the launch of HarmonyOS 6 is "a new milestone" and a crucial strategic move for Huawei to win the "critical AI battle." 💪

Related Link:

Huawei HarmonyOS 6 Released: On-Device AI Fully Deployed, Huawei Accelerates 'Critical AI Battle'

Stimulate /ˈstɪm.jə.leɪt/

v. 刺激；激励

▶ "The government plans to stimulate economic growth with new policies."

[例句] 政府计划通过新政策刺激经济增长。

◼ 词根分析

stimul-

刺激

-ate

使成为（动词后缀）

◼ 衍生词

stimulation (n.) 刺激；激励

stimulating (adj.) 令人兴奋的；刺激的

腾讯发布并开源混元世界模型1.1，可从视频秒级生成3D场景

简报：

腾讯于10月22日正式发布并开源了混元世界模型1.1（WorldMirror），新版本在多视图和视频输入支持、单卡部署及生成速度上进行了重大升级。
该模型能从视频或图片中，在数秒内生成包含点云、深度图、相机参数、表面法线等信息的专业级3D场景。
模型采用纯前馈架构和多模态先验引导机制，支持注入相机位姿、深度图等信息以提升几何准确性，在单卡上即可完成秒级推理。
目前，模型代码和权重已在GitHub开源，并上线HuggingFace Space供用户在线体验。

相关链接：

Tencent Unveils & Open-Sources Hunyuan World Model 1.1, Generates 3D Scenes from Videos in Seconds 🚀

Briefing:

On October 22nd, Tencent officially released and open-sourced Hunyuan World Model 1.1 (WorldMirror). The new version features significant upgrades in multi-view and video input support, single-GPU deployment, and generation speed. ✨
This model can generate professional-grade 3D scenes, including point clouds, depth maps, camera parameters, and surface normals, from videos or images in mere seconds.
Employing a pure feed-forward architecture and a multi-modal prior guidance mechanism, the model supports injecting information like camera poses and depth maps to enhance geometric accuracy, achieving second-level inference on a single GPU.
Currently, the model's code and weights are open-sourced on GitHub, and it's also available on HuggingFace Space for users to experience online. 🌐

Related Links:

Project Homepage
GitHub Project Link
Hugging Face Model Link

Prior /ˈpraɪər/

adj. 优先的；在前的

▶ "We need to address prior commitments before taking on new projects."

[例句] 在接受新项目之前，我们需要处理先前的承诺。

◼ 词根分析

pri-

前，先

-or

表示性质或状态

◼ 衍生词

priority (n.) 优先权；优先级

低质数据致AI性能骤降，"死网论"威胁浮现

简报：

康奈尔大学研究发现，大语言模型长期接触低质量网络内容后会出现"大脑退化"现象，准确率从74.9%骤降至57.2%，长文本理解能力从84.4%降至52.3%
研究以Meta的Llama 3和阿里云Qwen 2.5为实验对象，发现AI模型在持续接触低质数据后推理能力简化，伦理一致性下降，出现"人格漂移"倾向
OpenAI首席执行官Sam Altman公开表示"死网论正在我们眼前发生"，认为现今多数X（前Twitter）账号已由AI接管运营
AWS研究报告指出，目前约57%的网络内容由人工智能生成或翻译，这一趋势正影响搜索结果质量与可靠性
Reddit联合创始人Alexis Ohanian呼吁未来社交网络应能"验证人类真实性"，前Twitter首席执行官Jack Dorsey警告深度伪造技术普及将使真假难辨

相关链接：

研究显示：低质数据可令 AI"大脑退化"，OpenAI 奥尔特曼担心的"死网论"正逐渐成真

Low-Quality Data Plummets AI Performance, "Dead Internet Theory" Threat Looms

Brief:

Cornell University research found that large language models experience "brain degradation" after prolonged exposure to low-quality web content, with accuracy plummeting from 74.9% to 57.2%, and long-text comprehension dropping from 84.4% to 52.3%. 🧠
The study, using Meta's Llama 3 and Alibaba Cloud's Qwen 2.5 as experimental subjects, revealed that AI models exhibit simplified reasoning capabilities, decreased ethical consistency, and a tendency for "personality drift" after continuous exposure to low-quality data.
OpenAI CEO Sam Altman publicly stated that the "dead internet theory is happening before our eyes," believing that most X (formerly Twitter) accounts are now operated by AI. 🤖
An AWS research report indicates that approximately 57% of current web content is generated or translated by AI, a trend impacting the quality and reliability of search results.
Reddit co-founder Alexis Ohanian called for future social networks to be able to "verify human authenticity," while former Twitter CEO Jack Dorsey warned that the proliferation of deepfake technology would make distinguishing truth from falsehood nearly impossible. ⚠️

Related Link:

Study Shows: Low-Quality Data Can Cause AI "Brain Degradation," OpenAI's Altman Fears the "Dead Internet Theory" is Coming True

Proliferation /prəˌlɪfəˈreɪʃn/

n. 扩散；激增

▶ "The proliferation of nuclear weapons poses a serious threat to global security."

[例句] 核武器的扩散对全球安全构成严重威胁。

◼ 词根分析

pro-

向前

-fer

带来

◼ 衍生词

proliferate (v.) 扩散；激增

通义千问Qwen3-VL家族添新成员，开源模型增至24款

简报：

阿里云通义千问于10月22日为Qwen3-VL家族新增2B与32B两款密集型（Dense）模型，将其系列开源模型总数扩充至24个。
新增后，Qwen3-VL家族现拥有四款Dense模型和两款MoE模型，参数规模覆盖20亿至2350亿，满足从边缘到云端的全场景需求。
所有模型均提供指令微调（Instruct）与推理增强（Thinking）版本，并同步发布12款FP8量化版本以降低显存占用。
全部Qwen3-VL开源模型已在魔搭（ModelScope）社区和Hugging Face平台上线，支持免费商业使用。

相关链接：

Alibaba Cloud Tongyi Qianwen Qwen3-VL Family Welcomes New Members, Open-Source Models Reach 24! ✨

Briefing:

On October 22nd, Alibaba Cloud's Tongyi Qianwen added two new dense models, 2B and 32B, to its Qwen3-VL family, expanding its total series of open-source models to 24. 🚀
With these additions, the Qwen3-VL family now boasts four Dense models and two MoE (Mixture of Experts) models, with parameter sizes ranging from 2 billion to 235 billion, catering to full-scenario needs from edge to cloud. 💡
All models are available in both Instruct (instruction fine-tuning) and Thinking (inference enhancement) versions. Additionally, 12 FP8 quantized versions have been released simultaneously to reduce VRAM consumption.
All Qwen3-VL open-source models are now available on the ModelScope community and Hugging Face platform, supporting free commercial use.

三星联合谷歌与时尚品牌，计划推出Gemini AI眼镜

简报：

三星于2025年10月22日发布首款XR头显后，正式宣布了其AI眼镜的开发计划。
该项目将与谷歌（Google）合作，并联合时尚眼镜品牌Gentle Monster和Warby Parker共同打造，旨在融合AI技术与时尚设计。
这款AI眼镜将基于由谷歌、高通与三星联合开发的Android XR操作系统，并深度集成谷歌的Gemini多模态AI模型。
目前三星尚未公布该AI眼镜的具体名称和发售时间。

相关链接：

Samsung, Google, and Fashion Brands Partner to Launch Gemini AI Glasses

Brief:

Samsung officially announced its AI glasses development plan following the release of its first XR headset on October 22, 2025.
The project will be a collaboration with Google and fashion eyewear brands Gentle Monster and Warby Parker, aiming to integrate AI technology with stylish design. 👓
These AI glasses will be powered by the Android XR operating system, jointly developed by Google, Qualcomm, and Samsung, and will deeply integrate Google's Gemini multimodal AI model. ✨
Samsung has not yet announced the specific name or release date for these AI glasses. 🗓️

目录

华为发布鸿蒙6，全面落地端侧AI与智能体框架

Huawei Launches HarmonyOS 6, Fully Deploying On-Device AI and Agent Framework

腾讯发布并开源混元世界模型1.1，可从视频秒级生成3D场景

Tencent Unveils & Open-Sources Hunyuan World Model 1.1, Generates 3D Scenes from Videos in Seconds 🚀

低质数据致AI性能骤降，"死网论"威胁浮现

Low-Quality Data Plummets AI Performance, "Dead Internet Theory" Threat Looms

通义千问Qwen3-VL家族添新成员，开源模型增至24款

Alibaba Cloud Tongyi Qianwen Qwen3-VL Family Welcomes New Members, Open-Source Models Reach 24! ✨

三星联合谷歌与时尚品牌，计划推出Gemini AI眼镜

Samsung, Google, and Fashion Brands Partner to Launch Gemini AI Glasses