AI 资讯 · 2026-10-19

Nvidia is leaning hard into the trend of enterprise companies wanting to run their own open models in their own data centers and also trying to make on-device, private AI agents a thing.

来源：多模态信息融合文章链接：https://mp.weixin.qq.com/s/SVr9DmtPyzORLYad-tNR-g多模态融合何时失效？ACM MM 2026 · CoReFuse-Med多模态并不是越多越好。当MRI已经空间对齐，但是T1、T2、FLAIR等模态的采样质量差别很大时，低质量模态可能会把高质量模态中产生的重采样伪影一起带入到融合网络中去。CoReFuse-Med从浅层污染和深层模态偏置这两个方面来对症下药地进行修复。论文标题：When Fusion Fails: Corruption-Aware Rebalanced Fusion for Multi-Modal Medical Image Segmentation作者：Yuchen Pei, Xiaoyu Hu, Yixiong Zou, Dingwen Hu, Hui Chu, Yutao Ma, Shijun Qiu, Gang Li单位：华中师范大学、华中科技大学、广州中医药大学及其第一附属医院、北卡罗来纳大学教堂山分校论文链接：https://arxiv.org/abs/2609.10261代码链接

来源：物联网研究与创新文章链接：https://mp.weixin.qq.com/s/JVhpxoANJIjLvIfi8YiUqQ从信号感知到空间认知，从可编程电磁环境到无源智能系统，射频计算正从对物理信号的处理走向对智能形态的重塑。射频计算是指在射频空间内对射频信号做变换从而完成相应的信息处理和转换的过程，其内涵正随人工智能的深度渗透而不断拓展。本届论坛以"射频计算"为核心主题，在前两届关于射频信号信息载体、通感智能和空间计算重构等探讨基础上，进一步引入大模型、具身智能、边缘计算等前沿视角，探索射频计算与人工智能深度融合的边界与可能。在理论方面，深化射频计算的科学内涵，完善射频计算理论体系；在技术方面，聚焦信息超材料、智能反射面、无源物联网及射频域智能计算等关键技术；在应用层面，拓展低空经济、数字孪生、智慧城市、AI赋能通信等前瞻场景，拓展射频计算的研究与应用空间。本届论坛将邀请领域内著名专家学者，围绕上述主题做特邀报告，与参会同行深入探讨交流，凝聚交叉创新共识，探索智能时代下射频计算的无限可能。【论坛安排】时间：10月24日13:30-17:30地点：成都西部博览城 4号馆-414

A million-token output window changes what you can hand a model in one go, and the benchmarks and the bill show who it actually suits. The post Welcome to Google Gemini 4 Argon appeared first on Towards Data Science.

What do AI agents do if you don’t tell them to do anything? The answer looks a lot like play. Researchers repeatedly stranded them alone on a virtual desert island for 30 hours in an experiment reminiscent of the movies Cast Away or Home Alone. The agents—copies of Claude Opus 4.7 nicknamed Eko—were able to…

Microsoft wants enterprises to closely watch the agents that employees use with systems not controlled by AI labs like OpenAI and Anthropic.

Learn how OpenAI is improving ChatGPT across low-resource programming languages, with new evaluations for software engineering, SQLite, and COBOL migration.

The entertainment giant hopes to get trust and safety tech, among other IP, from a startup whose chatbots dozens of states allege encouraged minors to self-harm and kill their parents.

A hacker broke into more than 100 websites using an army of AI agents that mostly operated on their own, according to findings from the AI security firm Norforge. Though Norforge doesn't name the targets, Reuters reports that the victims included companies like John Deere, SharkNinja, and Cummins. Concerns over AI-powered cybersecurity breaches have grown […]

University of Michigan spinout Laplace Intelligence uses AI agents and interactive simulation to stress-test robots and self-driving vehicles before deployment. The profitable startup is competing in Startup Battlefield at TechCrunch Disrupt, October 13-15 in San Francisco.

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Until recently, you could divide internet users into just two categories: bots and people. Websites have long allowed bots to perform automated tasks, like capturing the content of web pages, but rules…