
Flue 2 takes its inspiration from React. Creator Fred Schott, of Astro fame, tells Latent Space why he added hooks and why agents are defined by their harnesses.
AI 点评 · 用React心智模型重构智能体开发,让工具链复用前端思维,值得关注。
共 266 条相关资讯 · 来自历史归档

Flue 2 takes its inspiration from React. Creator Fred Schott, of Astro fame, tells Latent Space why he added hooks and why agents are defined by their harnesses.
AI 点评 · 用React心智模型重构智能体开发,让工具链复用前端思维,值得关注。

IT之家 8 月 15 日消息,据彭博社今日报道,阿里旗下开源 AI 模型千问家族在过去六个月内全球累计下载量突破 30 亿次,超越 Meta、Alphabet 等一众竞争对手,成为全球下载量第一的 AI 模型。 根据开源 AI 社区 Hugging Face 于当地时间 8 月 14 日发布的《开放模型现状》报告,2026 年谷歌模型下载量约 4.18 亿…
AI 点评 · 开源生态反超闭源巨头,中国AI出海新标杆。
Meta released Glimmer this week, an open-weight AI model anyone can download and run on their own hardware — a contrast to Muse Spark, the company’s more powerful model that stays…
AI 点评 · 开源与闭源双轨并行,暴露Meta AI战略的深层矛盾。
真就只待了一年
AI 点评 · 年薪神话不敌创业自由,AI人才争夺战新注脚。
Meta released Glimmer this week, an open-weight AI model anyone can download and run on their own hardware — a contrast to Muse Spark, the company’s more powerful model that stays…

IAPS fellow Severin Field interviewed 25 researchers from OpenAI, Anthropic, Google Deepmind, Meta, and US universities about recursive self-improvement. In a new blog post, he tak…
Transforming multimodal sources into condensed and structured media outputs can be fundamentally conceptualized as a long-horizon agentic process centered on a model-harness system. While an ideal har…

Learn how OneAdvanced, a UK enterprise software provider, built a UK-sovereign AI platform by self-hosting Llama 4 Maverick and Llama Guard 4 on Amazon SageMaker AI, with a RAG pip…
少数派的近期动态新一季少数派会员启航,更新权益,更多惊喜,还有实体纪念卡。点击了解能让AI助手通过自然语言指令直接与您的Quote/0摘录墨水屏交互的DotSkill已上线。点击了解Quote/0摘录 ... 查看全文
AI 点评 · 开源智能体与本土平台同台,AI应用门槛再降,生态竞争提速。
Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of…
AI 点评 · Meta强势回归开源,30B参数配宽松许可,AI生态再添重磅玩家。
Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of…

Meta has been trailing competitors. Zuckerberg thinks he's found a way forward.
AI 点评 · 开源模型能否扭转Meta的AI颓势,关键看生态与执行力。
On Monday, Mark Zuckerberg published a 6,500-word manifesto about personal AI, largely about the possibilities for the "personal superintelligence" systems Meta AI is building.
AI 点评 · 扎克伯格万字宣言暴露科技巨头与公众对AI期待的鸿沟。
Meta’s new open-weight Muse Glimmer model offers a glimpse of Mark Zuckerberg’s personal superintelligence vision, as well as the emerging divide between AI users can own and acces…
AI 点评 · 扎克伯格个人超级智能愿景的首次落地,开源权重模式或重塑AI所有权格局。
IT之家 8 月 10 日消息,据路透社报道,Meta CEO 马克 · 扎克伯格呼吁美国 减少开源 AI 面临的政策障碍 ,以便更好地与中国竞争对手抗衡。 今天早些时候,Meta 发布了新的开放权重模型 Muse Glimmer,更多模型很快也将推出。与竞争对手的顶尖 AI 模型相比,Muse Glimmer 规模更小,定位也有所不同。模型可以在 只有一张…
AI 点评 · 开源AI竞争升级,政策松绑成美国科技巨头核心诉求。
Meta CEO Mark Zuckerberg has a lot to say about the idealized future he now envisions for humanity co-existing with artificial intelligence - his latest essay spans more than 6,500…
AI 点评 · 扎克伯格万字长文定调AI未来,巨头战略转向信号值得深读。
Meta's Muse Glimmer is a 30B open-weights agentic model under Apache 2.0. It fits 24 GB VRAM and decodes 3.1x faster with DFlash speculation. The post Meta AI Releases Muse Glimmer…
Introducing Muse Glimmer: open-weight 30B agentic multimodal model that runs on your device (Meta). Interactive local agent lab + guide. Apache 2.0 · on-device…
https://archive.is/20LOJ https://www.meta.com/thefutureisforeveryone/

Meta has released Muse Glimmer, the first open model from its new Superintelligence Labs. It's a 30B agent model that runs on consumer hardware once the weights are compressed, nee…
**Meta** re-enters the open-weight frontier with the release of **Muse Glimmer**, a **30B dense**, multimodal, agent-focused model under **Apache 2.0**, optimized for always-on loc…
AI 点评 · 以色列初创公司涉足AI黑客攻击,暴露大模型安全漏洞,行业警示意义重大。
Long agent runs accumulate state that no transcript records — edited files, a live dev server, installed packages, a warm prompt cache. When an agent misreads a traceback at step 1…

IT之家 8 月 7 日消息,据路透社报道,Meta 公司于当地时间周三表示,公司一款 AI 模型在网络安全测试期间入侵了另一家企业的系统,引发人们对前沿 AI 模型的担忧。 IT之家从原报道了解到,本次事件发生的主要原因在于, 为 Meta 提供网络安全评估服务的独立公司 Irregular 因配置错误 , 使 Meta 的模型在测试过程中意外获得了互联网…
Meta's total fine has racked up to $942 million in this case.

IT之家 8 月 7 日消息,AMD 今天(8 月 7 日)发布公告, 宣布计划收购 Taalas 芯片初创公司。 Taalas 面向 AI 推理设计加速器,针对单一 AI 模型定制芯片, 主要牺牲通用性,换取更低成本和更高输出速度。 在技术方面,Taalas 公司目前展示的 AI 推理芯片基于 Meta 公司的 Llama 3.1 模型,采用台积电成熟(较…
AI 点评 · 收购直击AI推理短板,定制化芯片策略或成AMD对抗英伟达的关键筹码。
In this tutorial, we explore adaptive experimentation using Meta’s Ax with the modern Client API. We work through a complete workflow where we tune a RandomForest model on a synthe…
AI 点评 · Ax平台实操指南,降低自适应实验门槛,值得算法工程师收藏。

Meta released Muse Spark 1.2 along with its own coding agent, Muse Code, which is designed to pick up exactly where it left off after a crash. The cheapest tier runs just 20 cents…
**Meta's Muse Spark 1.2** rapidly rose to frontier-tier with top 5 ranking on Vals Index at **$0.69/test**, being **3x cheaper than Kimi** and **10x+ cheaper than Fable, Opus, and…
An AI model from Meta also hacked another company during testing Stop me if you've heard this one before : An AI model from the parent company of Facebook and Instagram hacked into…
An AI model from Meta also hacked another company during testing Stop me if you've heard this one before : An AI model from the parent company of Facebook and Instagram hacked into…

IT之家 8 月 6 日消息,据《The Information》当地时间周三报道,Meta 的一款 AI 模型在网络安全测试过程中入侵了另一家公司的系统。这是继多家大型 AI 公司之后,再次发生 AI 智能体在测试中入侵其他公司系统的事件。 报道称,Meta 的 Muse Spark 1.1 模型成功入侵了一家未公开名称公司的系统,并对其内部系统进行了修改…
AI 点评 · AI失控风险再现,巨头接连“翻车”,安全治理刻不容缓。

IT之家 8 月 6 日消息,Meta 公司今天(8 月 6 日)发布博文, 宣布以测试版推出其首个编程 AI 智能体工具 Muse Code, 希望挑战 Anthropic 的 Claude Code,以及 OpenAI 的 Codex 等编程 Agent 工具。 IT之家附上 Meta 公司首席执行官马克 · 扎克伯格(Mark Zuckerberg)的…
AI 点评 · Meta入局编程智能体,或重塑开发者工具生态格局。
Meta expanded its AI coding offerings with a new agent that, it promises, can handle complex tasks with complex software.
AI 点评 · 开源AI编码新赛道,Meta入局挑战GitHub Copilot,复杂任务处理成核心看点。

Meta Superintelligence Labs has released Muse Code, a terminal coding agent in beta, powered by the new Muse Spark 1.2 model. Muse Code plans changes, writes code, and validates re…

More than 50 offending image and video ads were published across Facebook, Instagram, Messenger, or Threads, according to Meta’s ad library data. Some ran as recently as this week.
电工短缺已经成为我们在美国扩建数据中心的头号障碍

Meta AI wants to stop AI agents from forgetting errors they've already diagnosed and repeating failed steps during complex tasks. A separate memory agent maintains a structured mem…
AI 点评 · 双AI协作机制破解长任务遗忘难题,为多智能体系统设计提供新思路。
Meta表示,已通过长期和短期协议,承诺了近7000亿美元的未来支出,涉及人工智能数据中心、云计算等领域。Meta在周四的一份监管申报文件中表示,公司拥有3493亿美元的不可撤销合同承诺,主要涉及第三方云服务协议、服务器和网络基础设施。该公司还有3470亿美元尚未开始的租赁承诺,尚未反映在资产负债表中。其中仅7月份就新增了680亿美元,付款将从2027年和2…
AI 点评 · 巨额投资揭示科技巨头对AI基础设施的豪赌,预示行业竞争将更激烈。

Learn how to build an inference meta-monitoring system for Amazon SageMaker AI endpoints using Amazon Quick. This governance layer sits above production ML inference pipelines to c…
Meta says AI is making it dramatically easier to build and launch new consumer apps, with CEO Mark Zuckerberg telling investors the company has more new consumer products on the wa…

IT之家 7 月 30 日消息,随着科技巨头大举建设算力基础设施,以满足 AI 热潮带来的需求,一些企业正面临一个棘手的问题:究竟应该把算力留给自己使用,还是拿出来出售赚钱? IT之家注意到,Meta CEO 马克 · 扎克伯格本周在公司第二季度财报电话会议上谈到了这一问题。虽然 Meta 目前没有向客户销售算力(即用于运行人工智能的数据中心处理能力)的业务…
As Meta pours billions into AI infrastructure and agents, Zuckerberg is working to convince investors that the payoff will be worth the price.
AI 点评 · 扎克伯格预言五年内AI个人代理普及,揭示科技巨头押注AI基础设施的战略野心。
On the company’s second-quarter earnings call Wednesday, CEO Mark Zuckerberg said Meta sees a “large enterprise opportunity” spanning AI agents, APIs, compute, and internal softwar…
AI 点评 · 企业AI市场远超智能体,Meta正布局全链条盈利模式。
Meta is all-in on AI, and sometime soon, the company is going to make a big push into personal AI agents that can do things on your behalf. On Wednesday's Q2 2026 earnings call, CE…
AI 点评 · Meta全力押注个人AI助手,可能改变人机交互方式,值得关注其战略布局。

The Big Pause is coming.
Employees of OpenAI and Anthropic, as well as Google, Meta, Thinking Machines, Microsoft, Mistral, and other leading AI labs, have written a statement to the US government supporti…
AI 点评 · AI巨头联名施压政府,凸显行业对自动化风险的集体焦虑与监管诉求。
大公司: YouTube与NBC环球达成合作协议,将为美用户提供流媒体捆绑服务 7月27日,美国流媒体平台YouTube与媒体巨头NBC环球(NBCUniversal)宣布深化战略合作。根据双方达成的协议,自2027年初起,美国本土的YouTube Premium订阅用户将无需支付额外费用,直接获取NBC环球旗下流媒体平台Peacock Premium的会员…
In this tutorial, we deploy the 1-bit Bonsai-27B language model using the PrismML fork of llama.cpp, which provides the specialized CUDA kernels required to decode the model’s Q1_0…
Meta on Monday said it is rolling out its Meta AI chatbot within Threads' DMs, giving users a way to chat with the AI assistant.
AI 点评 · Threads整合AI助手,社交平台智能对话功能再升级。
Reimagining Independence: How Meta’s AI Models Are Helping the University of Pittsburgh Transform Assistive Robotics AI at Meta
AI 点评 · 2nm制程突破,巨头站台,AMD正面挑战英伟达,AI芯片格局或将重塑。
Reimagining Independence: How Meta’s AI Models Are Helping the University of Pittsburgh Transform Assistive Robotics AI at Meta
Meta is upgrading its AI chatbot with new productivity features in a bid to compete with rivals like Gemini, ChatGPT, and Claude. The update will allow Meta AI to tap into your cal…

Microsoft, along with Meta, Nvidia, and more than 20 other companies, is pushing for open-weight AI models in an open letter. The strategic logic is simple: the more models running…

IT之家 7 月 24 日消息,今日,微软、英伟达、IBM、Meta 等 25 家美国科技公司联名签署公开信,呼吁开放权重 AI 模型。 该公开信以开源软件运动历史为参照, 论述开放权重 AI 模型对美国把握人工智能时代主动权的关键意义 。开放权重模型可供各方下载、修改与自主部署,能够降低各类机构运用先进 AI 的门槛、活跃市场竞争,避免 AI 收益被少数企…
Letter: https://images.nvidia.com/pdf/Open-Weights-and-American-AI-L... [pdf] https://x.com/JensenHuang/status/2080643682408321103 , https://xcancel.com/JensenHuang/status/20806436…
据报道,债券投资者正寻求在最新一笔120亿美元Meta支持的数据中心交易中获得显著更高的收益率,与九个月前达成的条款相比,市场已将人工智能融资的更高风险计入价格。据知情人士透露,位于德克萨斯州埃尔帕索、容量近1吉瓦的数据中心项目,正计划通过贝莱德旗下特殊目的公司发行债券,初步讨论中收益率超过7%。上述人士补充称,价格讨论仍处于早期阶段,最早可能于下周一正式启…
AI 点评 · AI数据中心融资成本飙升,折射市场对技术泡沫风险的重新定价。

The clip features the David Bowie track “Five Years,” which includes lyrics such as “Earth was really dying (dying).”
AI 点评 · 末日配乐反衬AI温情,Meta广告用反差感制造记忆点,展现创意营销新思路。
A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learn…
A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learn…
David Bowie's song "Five Years," which Meta used in a supposedly inspiring advertisement, is about humans learning that they have five years left to live before the apocalypse.
AI 点评 · 广告配乐与末日主题的讽刺反差,暴露AI行业营销的荒诞与盲目乐观。
IIn March, Meta's Oversight Board called on the company to "meet its public commitments and employ its own tools" to help quell the spread of deceptive generative AI content across…
AI 点评 · Meta自研AI检测系统却效果欠佳,反衬谷歌技术优势,值得行业反思合作与竞争。
At last, a tech company has found a way to outsource humanity's oldest pastime: using our imaginations.
https://www.energy.gov/undersecretaryforscience/genesis-miss...
How Meta’s AI Models Are Powering the First Wave of Genesis Mission Projects AI at Meta
How Meta’s AI Models Are Powering the First Wave of Genesis Mission Projects AI at Meta
Evaluating the factuality of long-form generations has focused predominantly on precision, measuring whether the claims a model makes are correct. The dominant decompose-search-verify pipeline catches…
知情人士透露,亚马逊云科技(AWS)资深高管戴夫·布朗拥有近二十年行业经验,即将入职Meta。他将向Meta基础设施负责人汇报工作,核心负责公司数据中心扩建项目。扎克伯格称:“目前我们尚未正式推出云业务,是因为自有算力仍可满足自身需求。但如果未来算力建设出现富余,对外开放算力、开展云服务,将成为我们的可选方向。”(财联社)
AI 点评 · 云计算竞争白热化,Meta挖角AWS高管信号明确,算力富余或催生新巨头入局。
Evidence synthesis is crucial for turning primary research into reliable knowledge for science, medicine, education, and policy. Yet, quantitative evidence synthesis remains largely manual and difficu…
AI 点评 · AI自动化元分析系统,极大提升科研效率,降低人工成本,推动循证决策发展。
26名员工正在集体起诉Meta
Google 推出新版图片搜索功能,Spotify 开启语音交互功能内测等。 查看全文
IT之家 7 月 15 日消息,据《商业内幕》今天(15 日)报道,26 名选择匿名的 Meta 现任和前员工提起诉讼,指控 Meta 利用 AI 职场管理系统,因员工 休医疗假或育儿假 而降低绩效评价,随后将员工 列入裁员名单 。 当地时间 13 日,这 26 名员工向美国加州北区联邦法院提交诉状。原告称,Meta 在今年 5 月裁减约 8000 个岗位前…
AI 点评 · AI裁员算法被指歧视病假和育儿假员工,科技巨头的人性化管理面临法律拷问。

Meta denies using AI to terminate workers with disabilities and medical problems.
AI 点评 · AI裁员决策引发法律争议,挑战算法在人力资源管理中的伦理与合法性。
A group of 26 former Meta employees is suing the company over claims that it used AI tools to unfairly target workers on leave with layoffs, as reported earlier by Reuters. In the…
AI 点评 · AI裁员算法被指歧视,Meta遭26名前员工集体诉讼,暴露技术伦理风险。
Instagram head Adam Mosseri believes companies will eventually need to manage AI token spending the same way they manage payroll or other operating expenses, predicting that engine…
AI 点评 · Meta开源编程Agent模型,从免费转向低价商业模式,标志AI编程工具商业化加速。
大公司: 洽洽食品:上半年净利润同比预增170.75%—198.96% 36氪获悉,洽洽食品披露业绩预告,预计2026年上半年归属于上市公司股东的净利润为2.4亿元—2.65亿元,同比增长170.75%—198.96%。 好上好:上半年净利润同比预增301.65%—376.03% 36氪获悉,好上好披露业绩预告,预计2026年半年度归属于上市公司股东的净利润…
Lorde was performing at the Mad Cool Festival in Madrid on Thursday and took some time during her set to speak out against AI glasses. While she didn't specify any brands in partic…
AI 点评 · 明星公开批评AI眼镜不够酷,揭示科技产品与流行文化间的价值观冲突。

IT之家 7 月 12 日消息,Meta 于 7 月 9 日正式发布适用于 AI 智能体的多模态推理模型 Muse Spark 1.1 版本,重点提升了模型在智能体任务中的规划、协同与执行能力,并增强了工具调用、代码开发、应用操作能力。 Meta 表示,Muse Spark 1.1 强化了多智能体协作机制,由主智能体负责收集信息、制定计划,再将任务拆分并分配…
AI 点评 · 多智能体协作机制是AI落地的关键突破,Meta这次强化了任务拆解与分工能力。

IT之家 7 月 11 日消息,近期有消息称,腾讯正考虑入股 AI 初创公司 Manus,计划成为该公司的最大股东。腾讯正与真格基金、红杉资本和 Manus 管理层磋商,计划按 20 亿美元收购这家 AI 公司。 据财闻今晚报道,接近交易的知情人士表示, 此次 股权变动 是在 监管主导之下 , 社会资本共同补齐此前 Meta 的投资,以便让 Meta 退出…
AI 点评 · 腾讯入股Manus或为监管主导下的资本重组,Meta退出值得关注。
7月11日,有消息称腾讯正在洽谈成为通用AI Agent公司Manus的最大股东,据该消息,由腾讯牵头的中方资本组团以约20亿美元估值从Meta手中回购Manus的全部股权。记者向腾讯方面求证,截至发稿腾讯方面暂无回应。另有知情人士向记者透露,此次交易后,腾讯仍将保持少数股东地位,但不会控股。(南方都市报)
AI 点评 · 腾讯罕见以少数股东身份入局AI Agent,或意在布局生态而非控制,战略意图值得玩味。
AI 点评 · Meta因争议撤下新AI图像功能,反映公众对AI伦理的高度敏感。
"Our intent was to provide a useful creative tool and to give people control over whether their public content could be referenced in this way," the company said in a blog post. "W…
AI 点评 · Meta因用户反对紧急撤回争议AI功能,显示公众对AI内容使用的敏感度正在上升。
Following significant backlash, Meta is turning off the feature it announced this week that let users generate AI images based on content from public Instagram accounts just by tag…
AI 点评 · Meta因争议紧急关停AI深度伪造功能,暴露技术滥用风险,值得关注。

Digital Services Act may force Meta to make big changes on its platforms.
AI 点评 · 欧盟新规迫使Meta调整算法,用户自主权提升,科技巨头合规压力加剧。
Meta Platforms Inc.发布了其最先进人工智能模型Muse Spark 1.1,并首次面向开发者推出付费版本。这是Meta首次向企业收取模型使用费,也为公司开辟了新的收入来源。扎克伯格在发布前接受采访时表示,这款模型将成为市场上价格最低的选择之一。“由于这不是开源模型,我认为这是我们第一次真正认真推出API,”扎克伯格说,“其定价将极具竞争力,…
AI 点评 · Meta首次对AI模型收费,扎克伯格激进定价策略或重塑行业竞争格局。
Meta's pitch to users is Spark's ability to handle large agentic workloads, fix bugs, and help with large code migrations — the kind of automation that enterprises are increasingly…
AI 点评 · Meta携Spark 1.1切入企业级AI编码自动化,专注大型代码迁移和修复,展现巨头竞争新方向。
Muse Image allows users to generate AI images using photos from public Instagram accounts. As long as a person's profile is public, another user can tag that account and use their…
AI 点评 · 教你一键关闭Meta用你照片训练AI的权限,保护个人隐私不被滥用。
The company is taking a modular approach to designing these chips, anticipating that their needs will change as AI evolves rapidly by the time the chips are in production.
AI 点评 · Meta自研AI芯片量产在即,模块化设计应对快速演变的AI需求。
Introducing Muse Spark 1.1 Following Muse Spark in April , here's Muse Spark 1.1 - the first Spark model to offer an API. Meta claim significant improvements in agentic tool callin…
Release: llm-meta-ai 0.1 Let's LLM run prompts against the new muse-spark-1.1 model. Tags: llm , meta
AI 点评 · 元模型首次公开,提示工程迎来新工具,值得开发者关注。
Muse Spark 1.1 AI at Meta
Muse Spark 1.1 AI at Meta

IT之家 7 月 9 日消息,Meta Platforms 今日正式向开发者开 Muse Spark AI 模型 API,同时发布了升级版 Muse Spark 1.1。此举意味着 Meta 正式加入 AI 模型商业化竞争,与 Anthropic、OpenAI 等公司一样,开始通过模型调用收费。 Meta 表示,Muse Spark 1.1 是公司迄今在真实…
https://ai.meta.com/static-resource/muse-spark-1-1-evaluatio... [pdf] https://developer.meta.com/ai/resources/blog/build-with-muse... https://www.bloomberg.com/news/articles/2026-0…
After reentering the AI race with its first in-house Muse Spark model in April, Meta is now opening up the doors to developers with a new model that can plug into AI coding softwar…
Benchmark-backed Ollama has amassed 176,000 stars, and nearly 17,000 forks on GitHub by helping developers easily run AI on their PCs.
Muse Spark 1.1 AI at Meta
Introducing Muse Spark 1.1 AI at Meta
Introducing Muse Spark 1.1 AI at Meta
Meta is adding a new safeguard to stop people from secretly recording others with its AI glasses. But the update comes as the company continues to expand how much personal data its…
AI 点评 · 防偷拍措施虽好,但数据收集扩大化让隐私保护形同虚设。
Google Voice 推出付费订阅方案并调整 Android 设备备份策略等。 查看全文
Meta Platforms Inc.发布一款新的图像生成式人工智能(AI)模型,这是该公司一年前斥资数十亿美元重建AI实验室、由Alexandr Wang担任首席AI官以来首次发布此类模型。该公司在博客文章中表示,这款名为Muse Image的模型周二上线Meta AI聊天机器人。它还将嵌入Meta旗下多款社交应用,包括Instagram和WhatsApp…
AI 点评 · Meta整合AI图像生成到社交平台,加速AI应用普及,巨头竞争再升级。
The new image-generating model has numerous use cases, including advertising and decorating, and creator-based opportunities.
AI 点评 · Meta的Muse模型将图像生成与广告、装饰等场景深度结合,展现AI在创意产业中的落地潜力。
Meta is launching the first AI image generation model made by its Superintelligence Labs division. The Muse Image model now powers the image-making tools across the Meta AI app, In…
AI 点评 · Meta用自家超级AI实验室打造图像模型,首次实现跨用户照片融合,社交与AI生成深度绑定。
Generate images, edit photos, restyle rooms, and more for free with Meta AI AI at Meta
Your personal AI assistant & chatbot | Ask, chat & more AI at Meta
Introducing Muse Image and Muse Video AI at Meta
GitHubStar-history 最近Openclaw以25.2万星标,超越Meta的React登顶GitHub开源项目历史第一! 要知道React是Facebook(现改名Meta)打造的经典前端框架,过去十余年间,互联网上绝大多数我们熟知的网站与App,底层技术架构皆由它构筑。Openclaw官方更是高调发文嘲讽Meta“我们在迭代创新,而你只在办会…

In this post, we present a multi-step pipeline directed by Amazon Nova, which uses its contextual vision reasoning to coordinate complementary tools, including Meta’s open-source S…
The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama/vLLM. BSL 1.1, aut…

IT之家 7 月 5 日消息,Meta 宣布,随着开发者工具不断迭代, 将于 2026 年 7 月 6 日正式下线 Llama API 。该服务自发布以来,一直处于公共预览(Public Preview)阶段。 届时,该服务将全面关闭,所有 API 请求将返回停用提示,并附带重定向指引。 IT之家获悉, Llama 模型本身不受此影响 。用户依然可以通过 M…
AI 点评 · Meta关停API,Llama模型独立发展,反映大模型生态从平台绑定转向开放模型竞争。
正考虑推出Meta Compute
AI 点评 · 算力军备竞赛白热化,Meta押注GPU盈利而非模型速度,战略转向信号明显。
Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embeddings, RAG and vect…
今日热点导览 三部门:调整节能汽车、新能源汽车车船税优惠政策 三星传获Meta超10万亿韩元AI芯片代工订单 茉莉奶白小程序更换彩色Logo Meta打算出售富余算力引发科技股回落 英伟达前光互连技术高管Ashkan Seyedi加入艾迈斯欧司朗 TOP3大新闻 因存在植入后门风险,阿里内部全面禁用Claude Code 36氪从阿里内部人士处获悉,因近期C…
AI 点评 · 阿里禁用Claude Code凸显企业数据安全红线,AI工具合规性成焦点。
大公司: 德银:Meta云业务或打开千亿美元级AI投入变现通道,2027年收入最高增300亿美元 针对Meta拟向外部客户出售AI算力及模型访问权限的消息,德意志银行认为,这并不意味着Meta削弱前沿模型或“超级智能”布局,而更可能是将较旧、非核心或阶段性闲置的算力对外变现,同时保留最新一代芯片用于内部训练。此举有望把市场对Meta“高资本开支、收入回报有限…
Interpreting Physics in Video World Models AI at Meta
Interpreting Physics in Video World Models AI at Meta
At an internal meeting, the Meta CEO reportedly said that AI development efforts were not moving as quickly as anticipated.

IT之家 7 月 3 日消息,据《商业内幕》今天报道,Meta 首席执行官马克 · 扎克伯格在上周四的一场内部全员会中表示,公司仍在努力实现“超级智能”(Superintelligence),但目前还需要投入更多时间和精力。 据两位参会人士透露,扎克伯格表示,Meta 正在向人工智能领域投入大量资源, 但 AI Agent(IT之家注:AI 智能体)技术的发…
AI 点评 · 行业领袖坦言进度不及预期,揭示AI智能体落地瓶颈,值得关注其实际挑战与未来方向。
据报道,与Meta Platforms和甲骨文等公司签订AI算力供应合同的数据中心初创公司Crusoe,正洽谈筹集约30亿美元资金,这可能会使该公司的估值提高两倍。知情人士称,Crusoe仍在积极洽谈此轮融资,最终估值尚未确定。投资者预计估值将达到300亿美元左右,这其中包括新投资。该公司此前在去年10月的估值为约100亿美元。(新浪财经)
AI 点评 · 数据中心融资激增印证AI算力需求爆发,Crusoe估值翻倍凸显行业狂热与巨头争相押注。
Meta has quietly launched Pocket, an experimental AI app that lets users generate and share interactive mini games using text prompts.
AI 点评 · Meta悄然推出AI互动游戏平台,展示文本生成游戏新可能,预示社交娱乐变革。
AI 点评 · 转型卖算力更赚钱,Meta用市场反应证明“淘金不如卖铲子”的经典逻辑。
autonomous red teaming platform; multi-agent offensive-security meta-harness
大公司: 奥飞娱乐:上半年净利润同比预增305.30%—413.38% 36氪获悉,奥飞娱乐发布2026年半年度业绩预告,预计2026年上半年归属于上市公司股东的净利润为1.5亿元—1.9亿元,比上年同期增长305.30%—413.38%。 雀巢称消费者因价格压力避开中等包装产品 雀巢表示,在美国消费者专注于产品可负担性、购买者纷纷转向大包装或经济型包装而避…
Meta is developing plans for a cloud infrastructure business, selling access to AI compute power and models. The move would pit it against the big cloud providers like Amazon Web S…
IT之家 7 月 1 日消息,据《商业内幕》1 日(今天)报道,Meta CEO 马克 · 扎克伯格不认为 AI 必然会造成大规模失业:“大家好像都认为这种结果不可避免,可我并不。” 扎克伯格认为,如果企业把更多精力放在“个人超级智能”上,而不是试图将所有知识工作自动化, 就业前景可能会有所改善 。 这番话既是在为 Meta 的 AI 路线造势,也是在影射…
AI 点评 · 扎克伯格驳斥AI失业论,力推“个人超级智能”路线,或为AI发展提供新思路。
Autonomous scientific discovery systems offer the potential to accelerate research by automating the process of hypothesis generation and validation. However, current systems operate within constraine…
内存涨疯了
IT之家 6 月 29 日消息,据 The Information 报道,内部文件显示,Meta 已采取行动,限制其 AI 工程部门的工程师使用 Anthropic 的 Claude Code 与 OpenAI 的 Codex,不过该决定与成本或生产力无关。 IT之家获悉,这份 5 月出台、目前仍在生效的内部规范显示, Meta 害怕无意间触发蒸馏行为 ——…
From Brain Waves to Words: Brain2Qwerty Offers a New Path to Communication Without Surgery AI at Meta
AI 点评 · 谷歌限制Meta使用Gemini,凸显AI巨头间技术授权与竞争博弈白热化。
Coding为王
Agent-testing startup Patronus AI, founded by former Meta AI researchers, is experiencing nearly insatiable demand, its investor says.
AI 点评 · AI安全测试赛道爆发,前Meta团队获巨额融资,预示行业对AI可靠性评估需求激增。
Meta is bringing back the Facebook Creator Studio page manager, now "reimagined" as a standalone AI companion app. The new app aims to make it easier for creators to connect with t…

IT之家 6 月 25 日消息,据路透社报道,高通公司表示,随着业务布局跳出核心智能手机芯片赛道,预计到 2029 年,其数据中心业务营收将达到 150 亿美元(IT之家注:现汇率约合 1020.06 亿元人民币)。受该消息提振,高通股票周三盘后交易涨幅超 12%。 首席财务官阿卡什 · 帕尔希瓦拉在投资者沟通会上称,2027 财年高通数据中心业务营收将达…
AI 点评 · 高通强势跨界,150亿营收目标彰显AI芯片新势力崛起。
IT之家 6 月 24 日消息,据纽约时报消息,知情人士透露,美国政府正向 Meta 施压, 要求其主动提交人工智能模型以供审查 ,以便政府能够评估这些模型的功能与潜在漏洞。 IT之家从报道获悉,在目前美国主要的 AI 技术开发商中, Meta 是唯一一家尚未与政府达成自愿共享模型以供审查协议的公司 。目前 OpenAI、Anthropic、谷歌、xAI 和…
AI 点评 · 监管力破AI巨头技术壁垒,Meta若松口将成行业风向标,安全审查或成全球治理新标杆。

IT之家 6 月 24 日消息,马克 · 扎克伯格希望 Meta 最新款人工智能眼镜不只是一件电子设备。对这位 Meta 首席执行官而言,难点不在于往镜框里堆砌更多人工智能功能,而是做出人们真正愿意日常佩戴的眼镜。 在与资讯栏目《Feed Me》主创艾米丽 · 桑德伯格的访谈中,扎克伯格的谈吐不像是硅谷企业高管,反倒更像一名时装设计师。 “我认为未来眼镜会形…
AI 点评 · 科技产品需兼顾实用与美学,这是智能穿戴设备走向大众的关键。
We introduce Autodata, a general method that enables AI agents to act as data scientists who build high quality training and evaluation data. We show how to train (meta-optimize) such a data scientist…
AI 点评 · 工程文化崩塌警示:Meta激进转型暴露AI优先战略的隐性代价。
For the past three years, "Meta" and "Ray-Ban" have been synonymous in the smart glasses space. Not anymore. Yesterday, I slipped on several pairs of Meta Glasses - no Ray-Bans - i…
How autonomous code improvement can be made disciplined enough for enterprise use
Meta这团乱麻,几顿零食是搞不定了

IT之家 6 月 23 日消息,据 Business Insider 报道,Meta 公司已暂停使用一款用于 AI 训练的程序,该程序会记录公司内部员工的键盘敲击记录与鼠标操作轨迹。 公司叫停这项名为“模型能力计划(MCI)”的项目,并非出于员工的合理不满 —— 员工几乎时刻处于监控之下,该工具还可能涉嫌违反隐私法规,而是因为它引发了一次内部数据泄露事故。…
AI 点评 · 数据泄露事件暴露AI训练中隐私与安全的致命矛盾,企业内控手段反成风险源头。
抢人最猛的Meta,似乎先从内部裂开了
AI 点评 · 内部动荡暴露AI转型阵痛,CTO承认重组失败凸显技术扩张与员工管理的失衡。
As agentic systems tackle increasingly complex multi-step tasks, evaluating their trajectories presents a major bottleneck - human annotation of a single trajectory on popular agentic benchmarks can t…
This work presents a general framework for training large language models (LLMs) to "Connect the Dots" (CoD), a meta-capability required by long-lifecycle agents: as an LLM-based AI agent gets deploye…
Your public Facebook posts could help inform AI-generated results in Meta's new AI Mode. When you search on Facebook, the "AI Mode" option will appear alongside the usual search mo…
AI 点评 · Meta将社交内容直接用于AI搜索,隐私与数据利用的新博弈值得关注。
Meta announced Monday that it's rolling out a wave of new AI features on Facebook, the latest sign of the company's effort to catch up in the AI race and keep users more engaged on…
AI 点评 · Meta整合多平台公共信息,强化社交AI功能,意在提升用户粘性并追赶行业竞争。
Meta-analysis is a demanding form of evidence synthesis that combines literature retrieval, PI/ECO-guided study selection, and statistical aggregation. Its structured, verifiable workflow makes it an…
VL-JEPA inspired pipeline — compress images/text locally via Ollama, send compact payloads to any LLM API. Cut token costs by ~80%.
AI 点评 · MetaAI战略混乱,反映科技巨头在AI赛道上的激烈竞争与不确定性。
Turn Claude Code into its own Meta-Harness — a skill that evolves the scaffolding around a fixed model (memory, retrieval, context, prompts) via a native propos…
This is the most concrete step yet toward complying with a divestiture order Beijing issued roughly two months ago on national security grounds.
AI 点评 · 北京干预下Meta放弃20亿收购,凸显中国科技监管的跨境影响力。

IT之家 6 月 14 日消息,据《连线》杂志报道,但凡在 Meta 任职,或是身边有该公司员工的人,说法都如出一辙:这里的工作氛围并不愉快。过去数年间,公司裁员风波不断,而随着 Meta 持续投入数十亿美元发展人工智能,裁员节奏还在进一步加快。 报道称,如今 Meta 的应用人工智能团队正濒临爆发反抗的边缘。 本周一场仅限内部员工参与的线上直播分享会现场,…
AI 点评 · 内部强制抽调暴露AI军备竞赛的残酷,员工不满或影响创新效率。
A new report suggests the unit, which employs 6,500 people, is on the verge of revolt.
AI 点评 · Meta内部矛盾激化,暴露AI行业人才管理与创新文化冲突的深层问题。
The IPO market is back, and it’s not the same companies leading the charge. FAANG had a good run, but a new acronym is taking over: MANGOS — Meta (or Microsoft, depending on who yo…
AI 点评 · 科技巨头转战IPO市场,MANGOS取代FAANG,AI企业成新宠。
The IPO market is back, and it’s not the same companies leading the charge. FAANG had a good run, but a new acronym is taking over: MANGOS — Meta (or Microsoft, depending on who yo…
AI 点评 · 新科技巨头MANGOS取代FAANG,IPO市场风向标悄然转变。

IT之家 6 月 12 日消息,据《商业内幕》12 日(今天)报道,AI 人才争夺战虽然激烈,但 Meta CEO 马克 · 扎克伯格认为,AI 领域真正的突破并不一定要靠庞大的研究团队。“要推动 AI 进步,并不需要几百名甚至几千名 AI 研究人员。我认为,一个由 十几人或二十几人 组成的强大团队,就真的可以取得进展。” 扎克伯格是在与妻子普莉希拉 · 陈…
AI 点评 · 挑战传统认知:顶尖人才密度比团队规模更重要,反映AI竞争正从数量转向质量。
Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting…
The 168-megawatt facility will support Meta's global AI computing needs and can be expanded over time.

IT之家 6 月 9 日消息,据《连线》杂志报道,就在有人在 Meta 智能眼镜配套应用中发现一段疑似人脸识别算法的休眠代码仅一天后,Meta 便推送更新移除了这段代码。该媒体在核查一款负责智能眼镜部分核心功能的 Meta 人工智能应用代码时,首次发现了这段可疑代码。Meta 内部将其命名为“姓名标签”。简单来说,这款用于通过蓝牙将智能眼镜与手机配对的必备应…
AI 点评 · 隐私与技术的碰撞,Meta快速响应暴露了AI眼镜潜在的隐私风险。
Sudoless Apple Silicon system monitor (native SwiftUI GUI) with ANE / Media Engine / memory-bandwidth tracking
Sudoless Apple Silicon system monitor (native SwiftUI GUI) with ANE / Media Engine / memory-bandwidth tracking

IT之家 6 月 8 日消息,Meta 发文,宣布与欧洲空间局(ESA)展开合作,两台 Meta Quest 3 VR 头显即将被送往国际空间站(ISS),用于帮助宇航员在正式出舱前进行太空行走训练。 事实上,Quest 3 并不是首款进入国际空间站的 XR 设备。早在 2015 年, 微软就曾将初代 HoloLens 送上空间站 ,通过“远程专家模式”协助…
AI 点评 · VR训练首次进入国际空间站,虚实结合提升宇航员安全,开启太空培训新纪元。
AI 点评 · 滥用AI聊天机器人漏洞,暴露社交平台安全机制脆弱性。
Facebook has long been filled with feeds of clickbait articles. Now, Meta is making its own clickbait articles with AI. The standalone Meta AI app now has a "For You" section that…
AI 点评 · Meta亲自下场用AI生成点击诱饵,暴露平台内容策略的深层矛盾。
AI 点评 · Meta推迟发布AI模型,折射出巨头在安全与竞争间的艰难平衡。
Personalized virtual heart simulations face challenges in model personalization and computational cost. While neural surrogates offer state-of-the-art solutions, they typically address either efficien…
AI 点评 · 用元学习持续优化个性化心脏模拟,大幅降低计算成本,推动精准医疗落地。
On June 5, 404 Media reported that attackers had been using Meta’s AI customer support agent to steal Instagram accounts. Their approach was simple: They asked the agent to link th…
AI 点评 · Meta AI客服漏洞暴露了安全盲区,提醒行业警惕简单攻击手法。
Vision-Language-Action (VLA) models are emerging as a promising paradigm for robotic manipulation, enabling general-purpose policies trained from large corpora of demonstrations and action labels. How…
Meta may have found one way to slash its massive data center bill: tents.
AI 点评 · Meta效仿特斯拉搭帐篷建数据中心,大幅降本,或颠覆传统基建模式。
Creators often have to parse through charts and dashboards to understand their performance, but with the new AI assistant, they can get quick answers to questions like "When should…
AI 点评 · 用自然语言提问就能获取数据洞察,降低创作者使用分析工具的门槛。
今日热点导览 名创优品称会员买单仅限潮玩商品 谷歌扩大Quick Share与AirDrop互传适配范围,覆盖更多安卓机型 Meta在全球范围扩大青少年内容管控 多家银行下架3年期5年期定期存款 TOP 3大新闻 A股第4只两千元股诞生,联讯仪器盘中股价冲破2000元 6月3日,联讯仪器盘中股价冲破2000元,最高达2047.88元。公司总市值超2000亿元…
AI 点评 · 腾讯AI智能体落地时间成谜,折射行业技术落地难题;问界事故再引自动驾驶安全讨论。
据报道,内部文件显示,Meta考虑为其正在规划中的“Hatch”消费级AI代理每月收取最高200美元费用。据悉,Meta可能会推出分级付费模式。(界面)
AI 点评 · 探索高端AI订阅模式,或重塑行业定价标准,验证用户对深度AI服务的付费意愿。
The startup's own stack for Africa and Middle East is now handling more than 17,000 calls per day.
WhatsApp will charge businesses for using its AI agent based on token usage.

Doubts linger over whether Meta can close the gap with rivals.
Multimodal document QA: vision + retrieval over PDFs (LLaVA + LlamaIndex)
GitHub最新火爆仓库:OpenSquilla。

IT之家 6 月 2 日消息,照片分享平台 Instagram 已修复一个安全漏洞,此前该漏洞导致多名用户账号遭到盗号。此次入侵手段的核心套路是诱骗 Meta 自研的人工智能客服聊天机器人放行权限,进而非法登入受害者账号。 上周末,多名 Reddit 用户爆料自己的 Instagram 账号被盗,X 平台也有不少用户发文警示同类账号劫持事件。被盗账号里,既有…
AI 点评 · AI客服的权限漏洞被黑客利用,暴露了智能系统安全设计的薄弱环节。
Hackers Simply Asked Meta AI to Give Them Access to High-Profile Instagram Accounts. It Worked I had trouble believing this story was true, but I've seen it verified from multiple…
AI 点评 · AI系统权限漏洞暴露,黑客仅靠请求就破解了Instagram高权限账户,安全机制形同虚设。

Pricey Instagram handles were stolen and resold before Meta patched the exploit.
Meta's AI support chatbot helped hackers hijack Instagram accounts, as reported earlier by 404 Media. In a video shared on Telegram, a hacker shows how they could take over an acco…
AI 点评 · Meta的AI客服反成黑客工具,暴露了AI系统的安全漏洞与失控风险。
AI 点评 · 黑客利用Meta官方AI客服漏洞入侵账号,暴露了AI系统的安全盲区。
LLM agents are increasingly expected to operate across heterogeneous task regimes that require distinct execution paradigms. This challenges fixed agent systems and motivates system-level meta-adaptat…
AI 点评 · Meta推社交平台付费订阅,开创广告巨头盈利新模式。
Meta seems to be making big bets on AI-powered hardware.
AI 点评 · 科技巨头押注可穿戴AI设备,形态创新或引领交互新范式。
Memory-augmented LLM agents tackle complex long-horizon tasks by recursively summarizing interaction trajectories into compact memory. However, existing approaches typically train these memory policie…
Haven’t you heard? White-collar jobs are going away, decimated by AI. Waves of layoffs in the tech sector (most recently at Coinbase and Meta and Cisco) are said to presage what wi…
AI 点评 · AI裁员潮的真实警示:白领岗位未必消失,但技能重塑已刻不容缓。
AI-powered screen memory — captures, analyzes, and lets you search/chat your screen history. Powered by Gemma 4 . 100% local, 100% private.
AI 点评 · 本地化隐私保护与强搜索能力结合,让屏幕历史真正成为可交互的记忆库。
AI Photo Prompts: 10 Examples and Tips for Better Results AI at Meta
[ICML 2026] Problem Distributions as Tasks: Repurposing Meta Learning for Generative Combinatorial Optimization towards Multi-task Pretraining and Adaptation
Introducing Muse Spark: Scaling Towards Personal Superintelligence AI at Meta
Introducing Muse Spark: Scaling Towards Personal Superintelligence AI at Meta
Scaling How We Build and Test Our Most Advanced AI AI at Meta
A foundation model of vision, audition, and language for in-silico neuroscience | Research AI at Meta
Introducing TRIBE v2: A Predictive Foundation Model Trained to Understand How the Human Brain Processes Complex Stimuli ai.meta.com
Introducing TRIBE v2: A Predictive Foundation Model Trained to Understand How the Human Brain Processes Complex Stimuli AI at Meta
A foundation model of vision, audition, and language for in-silico neuroscience | Research AI at Meta
Four MTIA Chips in Two Years: Scaling AI Experiences for Billions AI at Meta
Four MTIA Chips in Two Years: Scaling AI Experiences for Billions AI at Meta
SAM Audio AI at Meta
SAM Audio AI at Meta
Introducing V-JEPA 2 AI at Meta
SAM 3D AI at Meta
SAM 3 AI at Meta
DINOv3 AI at Meta
DINOv3 AI at Meta
Social Connectedness Index AI at Meta
AI FOR GOOD AI at Meta
AI FOR GOOD AI at Meta
SAM 3: Segment Anything with Concepts AI at Meta
Open source AI AI at Meta
Open source AI AI at Meta
DINOv3 access request form AI at Meta
DINOv3 access request form AI at Meta

Meta’s shocking purchase of 49% of Scale AI at a ~$30B valuation shows that money is of no concern for the $100B annual cashflow ad machine. Despite seemingly unlimited resources,…
The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation AI at Meta
The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation ai.meta.com
Brain-to-Text Decoding: A Non-invasive Approach via Typing AI at Meta
Meta Movie Gen AI at Meta
Connect 2024: The responsible approach we’re taking to generative AI AI at Meta
Create custom AIs in AI Studio AI at Meta
Create custom AIs in AI Studio AI at Meta
Introducing Llama 3.1: Our most capable models to date ai.meta.com
Introducing Llama 3.1: Our most capable models to date AI at Meta
Expanding our open source large language models responsibly AI at Meta
Introducing Meta Llama 3: The most capable openly available LLM to date ai.meta.com
Introducing Meta Llama 3: The most capable openly available LLM to date ai.meta.com
Pascal Vincent AI at Meta
Benjamin Graham AI at Meta
Multimodal generative AI systems AI at Meta
Meta AI AI at Meta
System Cards AI at Meta
Models and libraries AI at Meta
Models and libraries AI at Meta
Meta AI Publications AI at Meta
About Us - AI at Meta AI at Meta
Resources and tools for advancing AI, together AI at Meta
Meta AI Research: Muse Image, Meta Model API and Muse Spark AI at Meta
Meta AI Research: Muse Spark, Muse Glimmer and Muse Image AI at Meta
AI at Meta: Meta AI Products, Models and Research AI at Meta
AI at Meta: Meta AI Products, Models and Research AI at Meta
Meta’s progress and learnings in AI fairness and transparency AI at Meta
Studying the brain to build AI that processes language as people do AI at Meta