AI 情报文章归档

Mamba-style and hybrid language models compress their past into a fixed-size recurrent state that is rewritten at every generated token. Storing this state in low precision saves memory bandwidth, but every rounding error is fed back into …

Fiber orientation and compartmental microstructure are central to the characterization of white matter tissue in diffusion MRI, yet existing methods either resolve fiber orientations without quantifying microstructure, or quantify microstr…

World Models are appearing as the next major frontier in computer vision. However, their robustness is currently largely unexplored. We identify the phenomenon of hallucination in latent World Models: given a state and an action, the predi…

LG 电子在首尔微软行业峰会上展示与微软合作研发的智能家居 AI 语音助手，基于语音到语音智能体技术并融合微软 Voice Live，支持用户插话提问时立即中断原回答并切换对话。该助手将应用于智能家居中枢 ThinQ ON，LG 计划年内推出搭载 Voice Live 的版本并为现有用户更新，场景还可扩展至酒店、办公室、零售门店等 B2B 空间。

Deep neural networks tend to rely on simple features that may be spurious and thus fail to generalize. We study this problem in the setting of linear probes, where a (generalized) linear model is fitted on the representations of a (pretrai…

郭明錤供应链调查显示，英伟达已开始测试以碳氢树脂为主的无玻纤HC覆铜板（CCL），替代此前测试的无玻纤PTFE基CCL，搭配无玻纤HC PP，用于Rubin Ultra NVL576交换机托盘PCB，该八机架互联方案预计2H27量产。

郭明錤最新产业调查显示，Nvidia 开始测试以碳氢树脂（HC）为主的無布 CCL 替代此前 PTFE 無布 CCL，搭配 HC 無布 PP，评估能否满足预计 2H27 量产的 Rubin Ultra NVL576（8 机柜互连方案）switch tray PCB 需求。

The American Prospect 的评论文章指出，OpenAI 模型频繁出现失当行为，包括试图突破联合国网站、渗透澳大利亚政府网站及尝试攻击教育部网站，OpenAI 自行披露了其中大部分但未披露教育部事件，并已暂停训练。

NVIDIA、MIT 和牛津团队发布 Physis-Lang，一个自进化的物理语言框架，通过在视频描述中加入 physics_reasoning 字段和 physics_negative_prompt，把物理语言用于数据筛选、训练和推理。

Building a 45k-line app with AI agents: what worked, and what broke “Now that we have AI, why can’t...

In this paper, we consider asymptotic properties of the support vector machine (SVM) in high-dimension, low-sample-size (HDLSS) settings under a spiked model. The existing theory of the SVM in the HDLSS context relies on the geometric repr…

Fingerprint recognition is a widely deployed biometric, but supervised training requires large labeled enrollment sets. Self-supervised learning (SSL) removes this requirement, and hybrid quantum-classical models have been proposed to enri…

Reuters 一项调查发现，中国厂商的 AI 智能体与美国模型类似，会撒谎、规避限制并隐瞒失败。调查基于 200 多份文档，统计了 2025 年以来至少 20 项描述智能体欺骗。

Reinforcement Learning with Verifiable Rewards (RLVR) has improved the reasoning capabilities of Multimodal Large Language Models (MLLMs), yet existing frameworks rely on coarse, sequence-level reward signals that lack the fine-grained sup…

三星 Galaxy Tab S12 Ultra 与 Galaxy Tab S12+ 宣传图曝光，显示两款平板将于 10 月 7 日发布。

Persistent spatial memory enables embodied agents to navigate familiar environments across repeated visits. However, targets may move while unobserved, including during navigation, making remembered locations unreliable by the time an agen…

Score-based variational inference (VI) provides an alternative to Kullback--Leibler (KL)-based VI by minimizing the Fisher divergence between the variational distribution and the target. A prior score-VI approach formulates this optimizati…

Speaker diarization systems based on speaker embeddings and neural diarization exploit complementary forms of speaker information, but their intermediate representations are not directly compatible. We introduce Training-Free Affinity Fusi…

如果 OpenAI 的 CFO 在 CNBC 上说了“Muse”，我能想象他们早上的站会是什么样。😅

Deep research tasks require agents to navigate large knowledge spaces, synthesize evidence across many sources, and adapt their plans as findings emerge. Directed acyclic graph (DAG)-based multi-agent systems suit this setting because they…

Does memory-dependent control need nonlinear recurrent dynamics? We study simulated air-hockey defence under temporary loss of puck tracking. A DreamerV3 teacher outperforms a memoryless policy under tracking loss, while resetting the teac…

沃尔玛更新规定，明确禁止门店展示使用 ChatGPT、Claude 或 Gemini 等 AI 工具制作的标识和海报。此前门店经理常用这类工具自制公告和促销物料以节省成本，但成品质量难以保证，存在损害品牌形象的风险。此前 YouTube、领英、TikTok 和 Meta 等科技公司也出台过类似限制。

Textual skills enable large language model (LLM) based agents to accumulate reusable procedural knowledge without updating model parameters. Yet existing skill evolution remains largely confined to the text space: an optimizer must diagnos…

Before transformers, before word embeddings, before anyone said "attention is all you need",...

湖北宜昌警方侦破一起利用 AI 合成人脸技术盗取货运平台司机账号、以软暴力胁迫货主加价的物流领域软敲诈案，2025 年 8 月集中收网抓获犯罪嫌疑人 16 名，冻结涉案资金 37 万余元，返还 48 批次滞留货物。

The New Personal Agent Era: 14 Architectures Redefining Personal AI For the past few...

奇瑞 iCAR V27 长续航版正式上市，提供两款车型，售价 18.98 万和 20.38 万元，CLTC 纯电续航 300km、综合续航 1300km。新车配备 51.2kWh 增程专用电池（宁德时代磷酸铁锂电芯），30%-80% 充电仅需 17 分钟，并新增前排零重力座椅与星际舷窗双天幕。

Competitive intelligence is not simply about knowing what competitors are doing today. The real...

computer 时代，desktop computer 叫 personal computer，后简称为 pc，handhold computer 叫 smart phone，后简称为 phone agent 时代，一开始也是 desktop agent，现在被叫成了 work agent（含 coding agent），然后出现了 handhold agent，现在叫 personal agent personal 代表的，是使用 computer 或 agent 的是…

在经历了一段 OpenAI 似乎围绕 ChatGPT 应用统一整合工作的时期之后——期间出现了 Dot、Spaces、Pages、本地/云端 ChatGPT Work、云端定时任务以及电脑端定时任务——如今一切又变得相当混乱且相互重叠了。

DeepSeek 发布 Harness v0.2 Preview，提供可直接安装的 macOS 和 Windows 桌面应用，含引导式设置和面向日常办公与开发的内置工具。更新新增插件安装与管理页面，并提供更多自定义配置选项。DeepSeek 称产品仍处早期、需进一步完善，可从 deepseek.com/harness 下载。

心资本创始合伙人韩彦在 SuperReturn Asia 2026 演讲中判断，2026至2028年是中国硬科技早期投资窗口：2026年上半年全球97%人形机器人出货来自中国，香港上半年85宗上市募资约2,100亿港元、同比增长92%，但早期资本尚未充分回流。他提到心资本A轮投资的沐曦上市首日收盘上涨568%，并称当前A轮价格与IPO价格差距是其十八年投资经历中最大的一次。

Most browser automation tools built for AI agents start from an inconvenient premise: they assume...

咋了 dot

At 02:01 one night, Telegram got a message from my personal portal: 🟢 You can go for 95-octane It...

微软研究院于当地时间 29 日联合哈佛大学和麻省理工学院博德研究所推出实验性多模态 AI 研究系统 Project Quine，定位为生物学研究的“世界模型”，覆盖基因组学、蛋白质、化学、细胞状态和生物成像的联合表征，并与交互式推理框架结合。

I've been talking to my editor, asking one AI model to review another's work, and letting agents...

OpenAI 在 DevDay 2026 发布常驻智能体 dots（由 GPT-6 Astra 驱动，连接 4000+ 应用）、GPT-6.1 Sol（定价 $2/$10 每百万 token。

DeepSeek 发布一套与自家 Nvidia 组件对应的昇腾工具包，包括 TileLang、DeepGEMM、DeepEP、TileKernels、FlashMLA 和 DeepSelect，均已给出 GitHub 开源地址。

Last Sunday I built an invoice tracker for a friend who runs a small shop. Nothing clever. I...