AI 资讯 · 2026-09-08

Meta's new personal AI agent Muse wants access to users' email, calendars, payments, health services, and more — making the company's biggest consumer AI bet yet a major test of whether people still trust Meta with their data.

在一次项目排期测试中，一个4B基础模型找到了工作目录中的文件，却漏读了一封包含最新依赖约束的邮件。它按照过时信息生成计划，并把文件写到了错误位置。这一案例来自基元律动（TokenRhythm）近日发布的技术报告。该公司联合无问芯穹、清华大学、北京大学、阿里巴巴等机构，推出首个Agent-Native模型NeoHorse-1，包含4B和9B两个版本，探索将Agent使用工具、接收反馈和修正错误的经验转化为模型能力。基元律动由前华为诺亚方舟实验室主任、盘古大模型负责人王云鹤创办。公司此前开发的开源Routing Harness系统OpenSquilla，用于在Agent执行任务时选择和组织不同模型。NeoHorse将这条技术路线延伸至模型训练。据技术报告，训练语料以包括OpenSquilla在内的Routing Harness产生的执行轨迹为核心，并辅以公开数据。这些轨迹保留了能力需求预测、路由选择、模型响应、工具调用和环境反馈，经完整性检查及目标完成、证据一致性、错误恢复等质量评估后，用于后训练。团队利用路由信号估计任务所需能力、安排训练顺序，并结合Agent执行监督和在策略蒸馏（On-

个人AI的实现，到底需要一套怎样的计算底座？当手机开始理解用户意图、调用工具并连续完成任务，计算平台要支撑的已不只是一次模型推理，而是完整的个人AI体验。在今天的Arm Everywhere China 2026大会上，Arm发布了最新的CSS for Mobile 2。可以观察到，AI在全新的手机计算子系统中扮演了两个不同角色，CPU通过增强AI计算能力，帮助更多应用用上AI；Mali GPU首次原生集成神经网络加速器，用AI推动游戏性能和体验跨越式提升。Arm的CPU正在推动端侧AI进一步普及。“目前几乎所有旗舰智能手机，无论是安卓还是iOS手机，均已采用SME2技术。”Arm边缘AI智能终端计算副总裁James McNiven表示。SME2是Arm给CPU增加的一套AI矩阵运算加速能力。新一代Arm C2 Ultra带来15%的单线程性能提升，增强SME2支持的C2 CPU集群，在特定AI模型上的执行性能可达到上一代的1.7倍。全新的Arm Mali GPU让人眼前一亮。在《光影新生》演示中给出的数据显示，Mali G2-Ultra NX借助神经图形技术，相比没有AI辅助渲染的上

9月8日，A股影视概念再次走高，上海电影再度盘中涨停,万兴科技等大幅上涨。消息面上，近期由AI全程赋能制作的长剧、电影等纷纷走上大荧幕。一周之内，AI影视先后叩开卫视黄金档、全国院线、网络视听头部平台等主流渠道，标志着AIGC内容正式从短视频迈入大众内容主战场。具体来看，AI影视内容近期正在密集上线。9月6日，由上海电影旗下上影元联合出品的AI网络故事片《山竹刀》在腾讯视频首播，站内评分达到8.3分。8月31日《后西游记》在芒果TV上线、登陆湖南卫视黄金档，收视率断层第一。博纳影业相关负责人在近日表示，由公司出品制作的东方超写实灵智共创长篇电影《三星堆：未来往事》即将登陆全国院线，将是国内首部AI深度参与制作的院线超写实动画长片。剧集出圈带动资本市场持续活跃，来自AI影视产业的热度也持续传导至市场，折射出国内AI影视赛道的蓬勃生机。据数据宝数据，截至9月4日，今年以来共有近30只AI视频概念股获机构多次调研，23只获10家及以上机构调研。其中，AIGC软件A股上市公司万兴科技（300624.SZ）年内累计获68家机构调研，成为机构跟踪AI影视产业链中的重点对象。市场关注焦点正落在其以万

OpenAI is expanding support for journalism with tools, training, and partnerships for students, educators, journalists, and news organizations.

ChatGPT Images 2.5 helps turn your ideas, sketches, and reference photos into more personalized, polished images that better reflect your ideas.

DNA is often explained as a codebook or set of instructions for producing proteins, and ultimately, life. Some stretches of DNA, called genes, code for proteins, but the vast majority of DNA is considered “noncoding.” Some of it has no known function, while other segments are critical to regulating gene activity. These regulatory elements can interact in complicated ways, and their effects can vary across different cells and tissues. Some also influence genes located far away in the genome. Unde

OpenAI announced ChatGPT Images 2.5 on Tuesday and is adding a new way to tell ChatGPT what you want it to make an image of: by drawing a doodle. With a new feature called Sketch, you can just draw something right inside ChatGPT and then tell ChatGPT how you want it to make an image […]

My first impressions of OpenAI's new frontier model The post How to Maximize GPT-6 Astra appeared first on Towards Data Science.

Google DeepMind has unveiled an AI tool that its scientists claim could help unravel the mysteries of the human genome and transform our understanding of biology, accelerating scientific research and ultimately paving the way for new treatments for diseases. The platform, called AlphaGenome Atlas, contains a "predictive map of every possible DNA letter change in […]

Apply now for OpenAI’s $5 million grant program supporting independent research on how generative AI affects teen development, well-being, and safety.

AI coding tools can now generate thousands of lines of code in minutes, helping companies build features, run tests, and fix issues faster. But the flood of AI-generated code still has to be reviewed. Large language models can produce code that looks clean on the surface but conceals sloppy mistakes such as faulty assumptions, security vulnerabilities, or subtle errors that emerge only after deployment. Fixing those problems could erase the productivity gains AI promises.Companies are responding

How model validation standards are changing for LLM-based systems: what breaks, what carries over, and how to test output quality The post The Model Validation Playbook for GenAI: Lessons from Banking appeared first on Towards Data Science.

Designed to compete with OpenClaw and Instinct, the company says Muse can do everything from sell your car to book you a plane ticket.