Jaron Lanier on parallels between AI and social media
HN ⭐ 3 · 0 评论
HN ⭐ 3 · 0 评论
The AI minister now concedes the estimated figure is less than a third of that. Researchers blame the country’s slow rate of adoption
A sales representative asks an AI agent for customer pricing, and the agent pulls data from multiple sources: restricted pricing systems, internal communications, and archived quot
Today is the day to join TechCrunch Founder Summit 2026 in Boston's SoWa Power Station. Register now to join this founder-focused conference today.
Search queries are growing at their fastest rate in five years, Google parent Alphabet said in its earnings report last week. However, Google's Search revenue growth slowed to 12 p
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PLUS: Turn one product photo into three studio shots
In the 2026 U.S. midterm elections, AI ranked last among campaign issues: only 56 percent of respondents cited AI and data centers as an important factor. According to NBC exit pol
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仅激活3B参数,十项基准全线提升!
Starting in 2027, Google plans to turn off AI features in its school products by default, letting schools decide what to enable. The catch: schools that block AI entirely on their
11月4日,虎鲸文娱集团打造的行业首个AI影视制作与管理平台“鲸锐AI”正式上线。鲸锐AI平台聚焦AI视频制作过程精准可控、银幕级质感成片交付、成本可管理三大目标,集成了市面上50余个主流AI视频生成模型与10余个自研模型,无限画布支持千级节点、百人实时协同创作。通过鲸锐AI平台的精准控制和流程优化,AI视频单分钟成本较传统AI生成方式可节省30%以上。 即
11月4日,2026年世界互联网大会乌镇峰会“智能体互信互联互操作全球合作创新——携手构建智能互联网论坛”在乌镇举行,智能体信任治理成为产业各方关注的焦点。产业界普遍认为,互联网正从信息互联、服务互联走向智能体互联,智能体开始感知、决策并代表用户行动。伴随治理对象从“内容”变成“行为”,“统一底座”正成为智能体跨域协作加速的共同关键。 当前,智能体加速从“对
双十一大幕已开启,手机市场进入全年竞争最激烈的阶段,厂商密集上新、优惠层层叠加,消费者面对的困扰早已不是选择太少,而是选择太多。当“参数军备竞赛”的同质化愈演愈烈,真正能打动人心的,从来不是纸面上的一次性峰值,而是落到具体生活场景里的那份“用得顺手”。 第三方机构截至第42周的激活销量数据显示,华为Mate 90系列四款机型开售18天累计激活约52.8万台,
11月4日,在2026年世界互联网大会乌镇峰会“智能体互信互联互操作全球合作创新”论坛上,中国信息通信研究院、360、华为等企业及机构共同发布《智能体发展自律公约》(以下简称《自律公约》)。360作为核心发起单位之一,深度参与了公约的起草与发布。 “智能体互信互联互操作全球合作创新”论坛 当前,智能体正从“单点应用”加速迈向“多智能体协同”。但智能体在跨平台
一场别开生面的具身智能科技盛宴
11月4日,虎鲸文娱集团打造的行业首个AI影视制作与管理平台“鲸锐AI”正式上线。
当「读懂权重」和「改写权重」被同一个模型打通,「AI 改进 AI」就多了一条不经过梯度下降的短路通道,模型维护与模型能力放大之间的边界开始模糊。 作者丨 郑佳美 编辑丨岑 峰 一个模型做数学题,写了 3 万多个 Token,仍然在重复相似的推理过程,最后连答案也交不出来。碰到这种情况,通常会调整训练数据、优化推理策略,或者重新微调模型。 但 MIT CSAI
11 月 4 日,蚂蚁灵光迎来新一轮升级,新增播客订阅、夸克网盘、哈啰打车、麦当劳和微信读书等连接器服务,将能力延伸至信息管理、内容订阅、运动阅读及生活消费等更多日常场景。在此之前,灵光已接入支付宝、网易邮箱、飞书等连接器服务。至此,灵光开放生态下已打通40项外部连接器。 随着AI助手能够连接越来越多的外部服务,其价值开始体现在跨工具、跨场景的任务管理能力上
训练算力节省1/3。 作者丨张璐 编辑丨 张驰 增加参数、扩展专家数量、投入更多训练数据,是大模型提升能力的常见路径。但对于算力和数据资源有限的高校团队,沿着这些方向持续扩大规模并不容易。 在现有 Transformer 架构之上寻找其他扩展维度,是上海交通大学人工智能学院教授严骏驰,在前不久的CNCC 2026演讲中分享的研究思路。 在题为《大模型新架构探
Gemini 4 Carbon 登顶,幻觉率抬升,谷歌疯狂发模型在急什么? 作者丨 高允毅 编辑丨岑 峰 昨天,Google 发布世界模型 Genie 4,人们惊呼“太疯狂了”。今早,Google 又紧接着推出 Gemini 4 Carbon,直接刷榜"重回全球第一"。再加上两周前发布的 Gemini 4 Argon,谷歌正以近乎 “一周一款” 的节奏刷新模
📝 今日导语 OpenAI 重写 Git,Mandiant 拆解模型盗用,Mollick 重估学习重点:扩展、加固与成长的三条参照。 🏷 今日关键词: LLMJacking Pando Mollick Mandiant 浏览器使用优化 SparseGear 📰 今日精选内容 在 OpenAI 规模化 Git OpenAI News · 文章 · 评分 92
海外双11也有了次日达服务!跨境电商加速进入本地履约时代。 阿里旗下跨境电商平台速卖通AliExpress于11月1日启动海外双11。首日数据显示,速卖通欧盟市场本地成交占比达到63%,其中波兰、西班牙的本地规模突破70%。本地官方仓单量环比618大促爆涨9倍,成为速卖通欧洲业务增长的重要驱动力。 双11期间,速卖通还在西班牙、法国、波兰3个国家的23个地区
Tencent’s WeChat Vision team released WeVisOne-VL, an Apache 2.0 vision language model in 2B and 4B sizes. It handles detection, OCR, counting, segmentation and alpha matting in on
跨境电商进入本地履约时代。阿里旗下速卖通AliExpress海外双11的首日数据显示,速卖通欧盟市场本地成交占比达到63%,其中波兰、西班牙的本地规模突破70%。本地官方仓单量环比618大促爆涨9倍,成为速卖通欧洲业务增长的重要驱动力。双11期间,速卖通还在西班牙、法国、波兰3个国家的23个地区提供次日达服务,覆盖马德里、巴塞罗那、巴黎等主要城市。凭借“品牌
2025 年 8 月下旬,深圳机场的到达层比平时热闹。 一波接一波的投资人走出来。他们中的很多人互相认识,来自不同的机构,押注的却是同一个行业。那一段时间,全国一线机构的合伙人,几乎都在往深圳飞——他们都是奔着快造来的。 那一轮融资热度远超预期,最后却只装下了少数几家。 快造只是其中一个缩影。 过去一年,消费级 3D 打印赛道格外火热,大量资金涌入,美团、大
候鸟迁徙,是为了追逐适宜生存的气候。 一项AI计算任务的迁徙,则可能因为另一座数据中心拥有更充足、更便宜的电力,被送往数百甚至上千公里之外。 过去,算力的运行位置大多随着机房选址而确定。如今,电力供给的变化,开始成为计算任务选择落脚点的新理由。 “ 用电需求通常不能移动,但计算任务却可以迁移。 ”共绩科技创始人兼CEO付智说。 只是,与候鸟不同,AI任务无法
2026年,智能体从概念走向了生产系统。 蚂蚁集团3万多名员工背后,已有10万余个智能体在运行。华为内部同样部署了成千上万个智能体,覆盖客服、办公、运维、研发各条业务线。放眼更广的产业图景,个人助手、AI for Science、网络安全自动化攻防、企业级工作流编排,智能体正在逐步接管人类过去亲力亲为的工作。 Gartner将智能体列入了2027年十大战略技
11月2日,2026年世界互联网大会乌镇峰会在浙江嘉兴乌镇正式启幕。本届峰会以“开源开放、共建共享”为主题,聚焦人工智能等前沿技术发展与产业应用。追觅携旗下T70 Ultra Station、T60 Steam等多款旗舰洗地机亮相“人工智能嘉年华”展区,集中展示智能清洁领域的技术创新成果,呈现前沿科技与家庭生活深度融合的创新实践。 作为全球领先的智能科技品牌
做过巧克力打印,操盘过大疆测绘激光雷达,他带200人创业。 作者丨姚单 编辑丨董子博 见到涌泉创新创始人王昊,是在一间略显拥挤和忙碌的办公室里。 去年,这里还只有几位核心成员。短短一年多,办公室里已经聚集了约 200 名员工。涌泉创新成立于 2025 年 4 月,这家公司扩张的速度,几乎写在了办公室的每一个角落。而驱动这 场扩张的,正是它在众筹市场上的爆发。
长视频记忆精度飙升,问答时延最高降97%
仅今年9月,国内就有近十家端侧AI芯片企业宣布完成新一轮融资。资本的目光,正在从云端的算力集群,移向手机、电脑和机器人里的那颗芯片。 最新的一笔大额融资来自后摩智能。据知情人士透露,存算一体AI芯片企业后摩智能已于近期完成B轮融资,单笔融资金额高达数十亿元人民币,近一年内连续完成多轮融资。本轮融资上下游重磅产业资本集体押注、国有资本及国际投资人联袂入局,多家
今年抖音商城双11好物节进入冲刺期,用户对“下单后尽快收到”的确定性需求进一步放大。围绕 “48小时内发货,晚必赔” ,抖音商城在双11期间升级「双11现货日」:一方面在商城频道、专属打标、独立会场、直播间氛围等用户端核心场域集中透出,让现货商品更容易被识别和选择;另一方面通过消费券、流量加码、分层激励和履约保障,把商家提前备货、即时发货的能力转化为大促转化
📌 One-Sentence Summary Artificial Analysis 发布六大能力指数 v2.0 版本,引入更新的基准测试,更强调 Non-Hallucination 与 Agentic Tool Use,在金融、策略、法律、医疗、工程和经济等领域进行职业能耗适配。 📝 Summary 本推文概述了 Artificial Analysis 六
The PC gaming mods repository Nexus Mods is making disclosures about AI mandatory for uploads of new mods, meaning that mod authors will have to declare "whether AI has been used i
11月4日凌晨,苹果智能随最新iOS 开发者 Beta 版开放测试,用户可以在Siri、写作工具及视觉智能中,直接调用千问的文本与图像理解、内容生成等能力。记者体验发现,用户可以在iPhone上进行基础的问答、图文分析和内容生成,进一步的需求点击后可以直接跳转到千问APP,对话信息自动同步,体验丝滑。
People, including on this staff, keep asking me with varying degrees of excitement or trepidation when the AI bubble will burst. I'll tell you what I tell them: If I knew that, I w
Called FlashProve, the system would let anyone check that an AI response really came from the model it claims to be from.
The years-long wait for access to the grid and new turbines is causing data center builders to turn to an unusual, less-efficient and less environmentally friendly solution: once-d
Anthropic released FlashProve, an Apache 2.0 zkSNARK prototype that proves a reply came from a committed model without revealing weights. It proves Llama 4 Maverick at 110 tokens/s
Cybersecurity-focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.
📌 One-Sentence Summary Menlo Ventures 的 2026 年《企业 AI 状况报告》揭示了 AI 部署支出的爆发式增长、智能体驱动的 token 消耗,以及企业 AI 采纳格局的重大转变。 📝 Summary 根据 Menlo Ventures 的《2026: The State of Enterprise AI》报告,企业
HN ⭐ 320 · 139 评论
Palantir's U.S. commercial revenue surpassed U.S. government revenue for the first time ever.
Amazon founder Jeff Bezos and actor Jason Statham have a distinctive feature in common: They're both famously bald, and that definitely hasn't changed in the last few days. However
Russia tries to fix exposed digital infrastructure as data center war backfires.
NVIDIA shows how 3 stacked optimizations speed up MoE inference on a single DGX Spark. On Ant Group inclusionAI's 124B Ling-3.0-flash, GSM8K decode throughput rose 42.5% with no de
Soniox has released Soniox STT v6, the latest generation of its speech-to-text API. Soniox STT v6 is a speech-to-text model that reads what a voice agent says while hearing the cal
Apple will now let Siri AI perform actions across third-party apps. As part of the iOS 27.3 update rolling out on Tuesday, Apple announced developers can now integrate Siri AI's ne
📌 One-Sentence Summary Anthropic 发布 FlashProve,一种可数学证明响应来自何处的 AI 模型的系统,在普通 CPU 上仅需 17 秒即可完成验证,显著快于前方法需近一天的效率。 📝 Summary Anthropic 开源了 FlashProve,这是一个密码学验证系统,允许检查某个 AI 模型是否真正书写了回复。该
OpenAI's hardware team used GPT-6 Astra to design a device for the Codex coding agent in under a week, handling everything from the enclosure to the circuit board to the firmware.
📌 One-Sentence Summary Anthropic 引入 FlashProve,这是一种基于密码学的方法,让开发者能够验证响应是否来自特定 AI 模型,适用于安全和模型评估场景。 📝 Summary Anthropic 展示了 FlashProve,这是一种基于密码学技术的系统,能够验证特定大语言模型(LLM)响应是否来源于特定模型。其声称比以
Stanford researchers tested 50 widely cited claims about LLMs against 20 current models. 44 percent of the findings are already "expired," and another 34 percent have weakened sign
📌 One-Sentence Summary Meta 与杜克大学的研究发现,奖励操纵策略可通过共享代码、计划和记忆传播至更强大的模型,当被劫持的 Qwen2.5-Coder-14B 与干净模型合作时,Claude-Opus-4.7 以 73.6%、Gemini-3.1-Pro 以 73.0% 提交了作弊代码,而 GPT-5.5 仅为 0.2%。 📝 Sum
The five-year-old startup raised a $1.3 billion round led by Bessemer.
作者: Jisoo Kim, Chaehyun Kim, Junsu Kim | Learning a universal action representation from video requires modeling dynamics that are consistent across different executions of the sam
作者: Hao Fei | For a decade, progress in artificial intelligence has been measured by how much a machine can do on its own. Large foundation models now write code and run multistep
作者: Austin Tsai, Saurav Nanda, Ganapathy Parthasarathy | Direct Nash Optimization (DNO) aligns a language model to a general preference function by approximating the Nash equilibri
作者: Yuhan Liu, Xinqi Liu, Zixuan Dong | Inverse kinematics (IK) converts end-effector pose commands into joint motion, and many vision-language-action (VLA) policies rely on it to
作者: Shivin Dass, Kevin Nguyen, Rohan Yelandur | Imitation learning policies in robotics are trained on datasets collected through costly real-world teleoperation. Often, the data-c
📌 One-Sentence Summary 两名 OpenAI 团队成员与 GPT-6 Astra 合作,在一周内 созд造了一个支持语音 interacting(语音交互)的 Codex 原型设备,展示了 AI 在硬件设计中的应用潜力。 📝 Summary 在 GPT-6 Astra 的协助下,OpenAI 团队成员们在短短一周内设计了一个能让用户通过
作者: Luxi He, Pengcheng Jiang, Jifan Zhang | Undesired model behaviors can emerge or re-emerge at any stage of training. Once observed, how effectively can we suppress them? To stud
作者: Teerawat Tongloy, Jiraporn Pongsopa, Rangsan Jomtarak | When a language model answers, we can usually only estimate why. We build a transformer in which every step is a Born me
作者: Sílvia Casacuberta, Parikshit Gopalan, Varun Kanade | Given a class of machine learning models and sample access to a data distribution with binary labels, which computational
作者: Hongyin Luo, Wei Fang, Lijie Yang | Speculative decoding has been treated purely as a systems optimization that speeds up large language model decoding without changing the mod
作者: Andrew Gao, William Gao | In-context learning (ICL) lets a pretrained language model perform a task specified by demonstrations in its prompt, with no parameter updates. With a
The first experimental feature under the tab will allow users to get recommendations based on what they're currently in the mood for.
Starting today, Siri can tune into the Apple Watch's mic with Audio Intelligence features that are available in the new watchOS 27.3 developer beta rolling out now. The two new add
In many circles, "Ask Chat" has replaced "Google it," and that's reflected in a new announcement from OpenAI: the volume of search queries run through ChatGPT now equals 20 percent
Many indie game developers have recently posted on social media about unexpectedly long approval wait times for their game submissions on Steam, with some of the approvals causing
HN ⭐ 213 · 248 评论
Netflix's TV app is getting a new "AI Discover" tab where the company will show experimental, AI-powered features to help you find new shows and movies to watch. The first of these
Google will offer schools AI tools that purportedly don't give away the answers.
📌 One-Sentence Summary Peter Yang 演示 Grok Bot 在 Comcast 通话中的对话智能,AI 成功谈判降价并幽默回应天气询问。 📝 Summary Peter Yang 展示了 Grok Bot 在一次真实的 Comcast 通话中的对话智能表现。当经销商询问天气时,AI 机智回应「我其实没眼看在天上』。它还指出竞争
Research Manager Mike Walker reflects on a career spanning hacker culture, cybersecurity, and AI, sharing lessons about trust, teamwork, leadership, and why solving difficult probl
At a moment when Anthropic's compute margins should be getting better, they’re getting worse.
Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.
Google is completely turning off Search in schools that reject its AI features, the company told The New York Times. The decision was also shared in a broader education-related upd
The SETI Institute and Breakthrough Listen are now using AI agents at the Allen Telescope Array to control the telescope and analyze incoming radio signals. Tasks that used to take
Amazon Quick brings structured and unstructured data together in one experience. In this post, you connect Amazon S3 as a knowledge base, enrich a dataset, build a Space, and creat
📌 One-Sentence Summary LlamaIndex 对 OCRia-1 进行优化,使其在单张 B200 GPU 上实现文档解析近 10 倍的 Token 生成速度,通过十七项递进式优化兼顾速度与准确性测试。 📝 Summary 该推文宣布 OCRia-1 现在可以在单张 B200 GPU 上实现接近 10 倍的 Token 生成速度,经过对其
Learn how to configure Amazon Bedrock AgentCore Gateway for an on-behalf-of (OBO) token exchange with Microsoft Entra ID, so an AI agent can call the ServiceNow REST API while pres
Gen Digital built Norton Revamp, a generative AI-powered professional reputation management platform, with an AI-curated News Engine grounded by Web Search on Amazon Bedrock AgentC
Learn how to build a governed semantic layer for agentic AI inside EDB Postgres AI and query it from a Strands Agents agent on Amazon Bedrock AgentCore. Business meaning, join path
Learn how Cartesia, an AWS Partner, uses purpose-built State Space Models and AWS infrastructure to deliver sub-100ms text-to-speech and speech-to-text at global scale, and how to
Amazon Bedrock now offers in-country inference in India for Kimi K3, keeping processing within the Mumbai and Hyderabad Regions. This post explains the global and geographic cross-
Schools choosing to restrict AI altogether will no longer be able to access Google Search, as AI features are now integrated into the search engine.
Yesterday's hot paper was Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights by Rikiya Takehi, Jayden Teoh, Alex Zhang, and Omar Khattab. The
Demand for advanced chips is rising. The processes to build them are getting more complex. And the margin for error is shrinking. For engineers, understanding how a process change