最后靠Harness救回来
Anthropic / Claude
共 713 条相关资讯 · 来自历史归档

IT之家 9 月 5 日消息,Anthropic 于当地时间 9 月 4 日宣布,其 AI 模型 Claude 在基本自主运行 11 天后,完成了对费马大定理(FLT)的首个端到端、经过计算机检查的形式化证明。 Anthropic 表示,这项工作并非重新发现费马大定理的数学证明,而是将已有数学证明转换为 Lean 证明助手可以逐步验证的形式。 IT之家注:L…
AI 点评 · AI自主完成顶级数学定理验证,标志大模型科研能力迈入新阶段。
Nscale, which recently struck a $45 billion deal with Anthropic, is in talks to raise additional funds in anticipation of an upcoming IPO.
AI 点评 · AI算力资本竞速白热化,Nscale融资或成IPO前估值风向标。
https://xenaproject.wordpress.com/2026/09/04/flt-anthropic-h...
AI 点评 · AI证明费马大定理,数学推理自动化迈出关键一步。
https://archive.ph/3zcMG
AI 点评 · 两家AI巨头同时宕机却无人解释,行业透明度危机暴露无遗。

Public-market scrutiny will intensify pressure on the Claude maker’s unusual attempt to balance profit and purpose.
AI 点评 · 万亿估值上市背后,特殊治理结构如何平衡盈利与使命成最大看点。
Anthropic 升级 Claude Code 及 Cowork,微软调整 Xbox Cloud Gaming 商业模式等。 查看全文

“IT早报”时间,大家好,现在是 2026 年 9 月 4 日星期五,今天的重要科技资讯有: 1. (更新:已恢复正常)ChatGPT、Grok、Claude、Cursor 集体突发故障 Downdetector 报告显示,美国用户使用 OpenAI、Claude、Grok、Cursor 服务时均已出现问题。>> 查看详情 2. 微信公关总监回应“好友超 1…
AI 点评 · AI巨头集体宕机暴露行业脆弱性,微信功能更新与华为5G回归则凸显本土生态新动向。
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ChatGPT, Claude, and Grok all suffered outages at nearly the exact same time for reasons that remain murky.
AI 点评 · 三大AI同日集体宕机,罕见故障引发行业供应链与安全性质疑。
AI 点评 · 模型选择偏好首次被量化,17k次实测揭示AI编程工具真实差异。
Most teams building a shopping assistant or agent rebuild the same scaffolding: an agent loop, a tool layer over the catalog, an approval gate, and an eval suite. Anthropic has now…
AI 点评 · 开源购物智能体蓝图,降低开发门槛,或成电商AI标配。

Service interruptions hit ChatGPT, Claude, Grok, and Gemini practically simultaneously.
AI 点评 · 四大主流AI模型罕见同时宕机,暴露行业基础设施脆弱性,引发对AI服务稳定性与备份机制的高度关注。
OpenAI's ChatGPT, xAI's Grok, and Anthropic's Claude are back online after they all began experiencing issues around the same time on Thursday. At about 11AM ET, ChatGPT started re…
https://status.openai.com https://status.claude.com https://status.x.ai ChatGPT outage – Resolved - https://news.ycombinator.com/item?id=49550614 (315 comments) Claude outage – Res…
These are my notes from porting my Amiga game, which I originally built in Baghdad in 1993 in MC68000 assembly, to Godot, using Claude Fable 5 during last July holiday. It took an…

Anthropic's Claude Fable 5.1 appears to have cracked a centuries-old number puzzle that researchers considered unsolved. The article Claude Fable 5.1 decoded a centuries-old royali…

Anthropic has signed a $35 billion cloud computing deal with Lambda, an Nvidia-backed cloud provider. The article Anthropic ramps up Claude infrastructure with $35 billion Lambda d…

IT之家 9 月 3 日消息,Meta Platforms 于 2026 年 9 月 2 日发布迄今最强大 AI 模型 Muse Spark 1.3,专为延长智能体工作流与增强编码能力设计。 Meta 首席 AI 官 Alexandr Wang 表示, 该模型在编码能力上超越 OpenAI 的 GPT-5.6 Sol ,与 Anthropic 的 Claud…
AI 点评 · 编码能力反超GPT-5.6,智能体长任务成新战场,Meta靠自研模型硬刚OpenAI。
NVIDIA has released Switchyard, an Apache-2.0 Rust proxy and library for LLM traffic. It decodes requests into provider-neutral types, routes them with passthrough, random, LLM-cla…
AI 点评 · 跨厂商LLM流量统一路由,开源Rust实现,填补多API兼容空白。

Google's Gemini 3.8 Flash, the third Flash model in six weeks, matches Claude Opus 5 on some agentic coding benchmarks at lower cost. But its "working harder" reasoning burns about…
Building Claude Commerce Agents Anthropic
Anthropic publish the system prompts for their Claude consumer applications ( Claude.ai and the Claude mobile apps - sadly not for Claude Cowork or Claude Code). I love that they d…

Queue the usual rush of model launches...
Anthropic announced Enterprise Frontier Safeguards on September 1, 2026, an architecture that stores monitoring data in the customer's own cloud account rather than Anthropic's. De…
无论你此前让Claude处理什么任务,Fable 5.1都能做更多,并且把最难的部分完成得更出色

“IT早报”时间,大家好,现在是 2026 年 9 月 1 日星期二,今天的重要科技资讯有: 1. 苹果官网更新:约翰 · 特努斯正式出任首席执行官,蒂姆 · 库克转任董事会执行主席 苹果官网已更新高管名单,深耕硬件 20 年的老将约翰 · 特努斯正式接任 CEO。他曾在 AirPods、iPad 等多款产品研发中扮演关键角色,还推动了环保材料和 3D 打印…
AI 点评 · 苹果换帅与AI新模型同台,硬件老将接棒能否延续创新成最大看点。
Today is Claude Fable (and Mythos) 5.1 day . Anthropic say that Fable 5.1 "sets a new standard for coding, knowledge work, and long-running problem-solving tasks". Their announceme…
AI 点评 · 代码与知识工作新标杆,动画生成能力惊艳,值得开发者实测。
Anthropic says its newest AI models, Fable 5.1 and Mythos 5.1, address criticisms from customers about price, data retention, and overzealous safeguards. The company claims Claude…
AI 点评 · 降价45%直击智能体成本痛点,回应数据留存与安全争议,或重塑企业采用门槛。

Anthropic is launching an API that lets regulators, media outlets, and researchers check whether text carries Claude's digital watermark. The EU AI Act now requires invisible water…
AI 点评 · AI监管新抓手,Claude水印开放给第三方,合规与溯源双赢。

Anthropic launches Claude Fable 5.1 and Mythos 5.1, its most capable AI models yet. Fable 5.1 doubles its predecessor's score on Terminal-Bench-Science and improves agentic coding…
AI 点评 · 成本降45%还升级编程科研,Claude新模型性价比拉满,开发者效率或迎质变。
Anthropic has released Claude Fable 5.1 and Claude Mythos 5.1, the same model behind two different safeguard layers. Fable 5.1 is generally available on the Claude API, AWS, Google…
Fable 5.1 includes changes meant to reduce token cost and false-positive restrictions from the model's safeguards.
AI 点评 · 降价减限制,直击企业采用AI的痛点,性价比提升或加速商业化落地。

Claude Fable 5.1 is now available on Amazon Bedrock and Claude Platform on AWS. This post covers Claude Fable 5.1's improvements, the Enterprise Frontier Safeguards for keeping you…
AI 点评 · 企业级安全防护升级,强化AI部署合规性,是云上大模型落地的关键信号。
Claude Fable 5.1 & Claude Mythos 5.1 System Card www-cdn.anthropic.com
AI 点评 · 安全评估细节首次公开,模型能力边界与风险管控透明度成焦点。
Developing Enterprise Frontier Safeguards with our customers Anthropic
AI 点评 · 企业级AI安全防护从客户共创切入,凸显落地实践与风险治理并重的新趋势。
What's new in Claude Fable 5.1 – https://platform.claude.com/docs/en/models/fable-5-1/whats-n... System Card: https://www-cdn.anthropic.com/0339e6a7c5c7b87f5c07798616dc32...
AI 点评 · 新模型版本迭代,性能与安全细节值得深挖,官方文档已同步更新。

Claude Code limits and Infinite Slop
主打一个明升暗降,理直气壮

IT之家 9 月 1 日消息,据《华尔街日报》今日报道,Anthropic 已与英伟达支持的云服务商 Lambda 签署了一份价值 350 亿美元 (IT之家注:现汇率约合 2,357.52 亿元人民币) 的云计算协议。 值得一提的是,该协议涉及的数据中心位于美国得克萨斯州努埃塞斯县,由比特币矿企兼数据中心开发商 Hut 8 负责建设,其租赁权则归英伟达所有…
AI 点评 · 英伟达角色转变,折射算力供需新格局,AI巨头提前锁定产能的行业风向标。

IT之家 9 月 1 日消息,Anthropic 刚刚发布长文,披露了其针对 7 月 30 日和 8 月 4 日两起 Claude 模型未经授权访问真实计算机系统、在真实互联网环境采取未授权行动事件的调查进展,并公布了过去一个月来针对模型安全、评测环境和训练环境采取的多项措施。 Anthropic 表示,7 月 30 日曾报告 3 起类似事件。当时 Clau…
AI 点评 · 安全事件披露透明,AI自主行动风险首次实证,值得关注。
Improving our alignment and security practices Anthropic
AI 点评 · 安全对齐实践升级,为AI可控性树立新标杆。

Lawsuit: Anthropic’s torrenting totally screwed songwriters as AI songs top charts.
AI 点评 · 大模型训练数据版权争议升级,AI巨头卷入盗版诉讼,行业合规警钟敲响。

According to The Information, OpenAI has purchased tens of thousands of Mac minis and Mac Studios to train computer agents. Anthropic also relies on Apple hardware. Demand is so hi…
GTA 6 引发请假玩游戏热潮 Sam Altman 为 OpenAI 高管定制豪华表 海信发布 A10 系列墨水屏手机 Pixel 11 削减内存安全特性,GrapheneOS 考虑放弃支持 「承重」等 Claude 滥用词在 GitHub 蔓延 工信部曝光车企监督检查典型案例 看看就行的简讯 少数派的近期动态 你可能错过的好文章 查看全文
AI 点评 · 游戏大作催生社会现象,折射娱乐消费新趋势,兼具商业与文化观察价值。
AI 点评 · 默认追踪对话链接,简化代码审查溯源,提升团队协作效率。

AI coding assistants like Claude Code and Codex have no sense of time, according to a new study. Both systematically overestimate how long tasks will take. Codex is off by as much…
AI 点评 · 时间感知缺失暴露AI代理致命短板,任务规划误差成规模化应用关键瓶颈。

Anthropic is effectively cutting Claude Code's weekly usage limits by 17 percent. A temporary 50 percent boost expires on September 14 and will be replaced by a permanent 25 percen…
AI 点评 · 明升暗降策略,实际削减17%使用量,揭示AI服务定价新趋势。

Sony Music, Warner Music, and other publishers are suing Anthropic and CEO Dario Amodei personally for allegedly using tens of thousands of copyrighted musical compositions to trai…
AI 点评 · 音乐巨头起诉AI独角兽,版权战火烧向大模型训练数据,行业规则面临改写。
Anthropic has opened a research preview of the Model Hardware Standard (MHS), a shared driver specification that lets AI agents discover and safely operate physical devices. Instru…
AI 点评 · 统一硬件驱动标准,AI操控实体设备的“普通话”来了。
「Who watches the watchmen?」
AI 点评 · 安全护栏反噬成系统风险,暴露AI自主行动权限失控的深层隐患。
AI 点评 · 让Claude驱动自主进化型智能体,开启AI自我迭代新范式。
This latest lawsuit is particularly broad and homes in on accusations of illegal piracy.
AI 点评 · 音乐巨头联合起诉AI公司,版权侵权案升级,或重塑AI训练合法性边界。
Sony Music Publishing and Warner Chappell have filed suit against Anthropic in the US District Court for the Northern District of California seeking damages for "tens of thousands"…
AI 点评 · 音乐版权巨头联合起诉AI公司,划时代判例将界定AI训练数据的法律边界。
AI「自进化」,越来越近了
AI 点评 · 自我进化里程碑:AI训练AI,成本仅为人类零头。

Anthropic's Model Hardware Standard (MHS) gives AI agents a unified interface to physical devices like robotic arms and lab instruments. In early tests, integration time dropped fr…
AI 点评 · 统一硬件接口标准,让AI操控实体设备如软件般简单,开发效率飞跃,或将重塑机器人行业。
Given 10 benchmarks for specific misaligned behaviors, the automated systems were able to improve performance on every single one without degrading overall performance.
AI 点评 · 自主优化AI全面达标,无损性能,安全可控性获关键验证。

Anthropic refused to support lethal autonomous warfare and mass surveillance.
AI 点评 · 联邦法官裁定封杀Anthropic违法,AI伦理立场获司法力挺。
Automated researchers can reliably mitigate alignment failures Anthropic
AI 点评 · 自动对齐研究突破,为AI安全治理提供可靠新工具。
AI coding agents, software tools that automate development tasks through reasoning and tool use, are increasingly extended through plugin marketplaces, yet the structure, maintenance, and co-evolution…
A federal judge ruled the Trump administration illegally labeled Anthropic a supply-chain risk, handing the AI company a victory as its second Pentagon lawsuit continues in Washing…
AI 点评 · 法院裁定五角大楼标签违法,AI企业首胜,为行业合规与政府关系树立新标杆。

A federal court in San Francisco has ruled that the Pentagon unlawfully classified Anthropic as a supply chain risk. The Department of Defense blacklisted the company in retaliatio…
AI 点评 · 英伟达重金押注AI生态,凸显模型分发平台战略价值,行业整合加速。
Claude觉醒超体
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Nar…

IT之家 8 月 28 日消息,Anthropic 昨日(8 月 27 日)发布博文,宣布以研究预览形式,发布模型硬件标准(Model Hardware Standard,MHS), 路透社、CNBC 等媒体解读认为这标志着该公司首次公开进军具身智能与物理 AI(Physical AI)领域。 Physical AI(物理人工智能 / 实体 AI)是指能够感…
AI 点评 · 首个AI公司主导硬件标准,具身智能赛道迎来新变量。
On Thursday, a judge ruled that the Pentagon's blacklisting of Anthropic earlier this year was unconstitutional, delivering the AI lab a win in a monthslong rollercoaster of a batt…
A federal judge has called the Department of Defense’s designation of Anthropic as a national security supply-chain risk “illegal and baseless.”
AI 点评 · 法院叫停军方黑名单,捍卫AI企业公平竞争,凸显司法对技术政治化的制衡。
https://archive.ph/ni6I3 https://storage.courtlistener.com/recap/gov.uscourts.cand.46...
AI 点评 · 法院裁定黑名单违法,AI监管边界再受挑战,影响行业合规风向。
At TechCrunch Disrupt 2026, the AI Stage is back to dig into the single hottest topic in the community for the past few years, presented by Google for Startups.
AI 点评 · 两大AI巨头同台交锋,行业风向标意义显著,看点十足。
Breaking Claude Code Opus 5 Auto Mode Anthropic are putting a great deal of faith in Claude Code's auto mode for protecting their coding agent users against prompt injection attack…
AI 点评 · 自动模式成防注入攻击新防线,Anthropic押注AI编码安全,行业风向标值得紧盯。

Standardized driver interface aims to let devices talk to AI and each other.
AI 点评 · AI操控硬件的统一标准,打通智能体与物理世界的最后屏障。
Getting Started with Claude Design Anthropic

OpenAI, together with more than 100 companies including Microsoft, Google, Anthropic, Deutsche Telekom, and SAP, has published an open letter on AI-powered cyber defense. The coali…

The potential for AI to automate scientific research and manufacturing must be balanced with new risks, Anthropic says.
Some of the world's largest tech companies and AI startups have come together to decry the current state of cybersecurity and to advertise a new solution that they say can ward off…
Beneficial Deployments Anthropic
AI 点评 · Anthropic新部署方案,AI安全落地的关键一步。
A recap of all the incidents involving LLMs made by Anthropic, Meta, and OpenAI, which went rogue and attacked real companies and individuals on the internet.

227 install commands were found in corporate docs pointing at code nobody owns.

Anthropic has struck a deal worth around 45 billion dollars with British cloud startup Nscale, Bloomberg reports. The article Anthropic locks in 45-billion-dollar compute deal with…

Anthropic is building its own browser into Claude Cowork, running inside the desktop app. The article Claude Cowork now runs its own browser inside the desktop app appeared first o…
Expanding our support for scientists Anthropic
AI 点评 · AI实验室加大科研扶持,或催生更多前沿突破。
Previewing the Model Hardware Standard Anthropic
The new deal with the infrastructure provider is the latest example of Anthropic's white-hot compute-gobbling streak.
AI 点评 · 百亿算力军备竞赛白热化,Anthropic持续加码凸显AI巨头对算力资源的战略饥渴。

Anthropic wants to sell investors on a theoretical market opportunity worth more than $30 trillion ahead of its planned IPO. The article Anthropic sees a market opportunity of more…
Enabling independent research on how people use Claude Anthropic
Anthropic is giving Claude a shared memory across chat and Cowork, so users no longer have to repeatedly brief the AI on projects, preferences, and other context.
AI 点评 · 跨场景共享记忆,终结重复沟通,AI协作效率将迎来质变。
What we look for in a wellbeing evaluation www-cdn.anthropic.com
AI 点评 · 安全团队若罢工,AI巨头业务或受冲击,折射内部治理隐忧。

learn claude with claude
AI 点评 · 移动端智能体落地,让AI助手真正随身可用,交互体验或迎来质变。
Funding better evaluations of AI’s impact on wellbeing Anthropic
AI 点评 · AI福祉影响评估获资金支持,伦理监管短板有望补强。
AI 点评 · 摆脱平台封锁,自由导出笔记,阅读数据自主权的新解法。
Economic Research Anthropic
Release: llm-anthropic 0.27 This release of the Anthropic plugin for LLM mainly provides compatibility with the recently released anthropic v1.0.0 Python library, which switches fr…
AI 点评 · 兼容新版核心库,补全模型接口,实用升级值得关注。

IT之家 8 月 24 日消息,据外媒 Axios 今日报道,熟悉 Anthropic 招聘流程的人士透露,这家前沿人工智能实验室会在招人时问一个相当直接的问题: 如果公司的使命与金钱发生冲突时 , 你会如何选择 ? 据报道,所有 Anthropic 求职者都需要参与一次文化面试,让公司评估应聘者的价值观。 一位匿名人士透露,他曾在面试环节被问到:“如果公司…
AI 点评 · 价值观筛选成招聘新门槛,AI巨头如何平衡使命与商业利益,值得深思。

Thomson Reuters is launching "Thomson," its own language model built on Alibaba's Qwen, at a cost of about $40 million over two years. But the benchmarks only show top marks when t…
Anthropic’s best AI model struggles to attract users as cheaper tools thrive A few interesting numbers in this FT story gathered from "people with knowledge of the matter": Anthrop…
AI 点评 · 高端模型遇冷,性价比成AI竞争新分水岭。

Anthropic's strict access controls against China, from geoblocking to selfie verification, are being systematically bypassed through a thriving network of so-called "transfer stati…
AI 点评 · 灰色市场破解地域封锁,折射AI服务全球化与访问控制的深层矛盾。
Built by DeepMind alumni, British AI lab Inherent released Faraday, an AI agent whose ability to replicate scientific papers could be a stepping stone for innovation.
AI 点评 · DeepMind系创业团队让AI复现科研论文,或重塑研发范式,值得追踪。
Agent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards…
AI 点评 · 看点:Anthropic正测试降低Claude Code的投入度,或影响AI编程效率与成本平衡。

A 48-minute video walkthrough of token sampling, watermark detection, and removal
AI 点评 · 水印技术深度拆解,演示检测与移除全流程,关乎AI内容真伪辨识。
Anthropic forbids its Claude models from generating sexually explicit content. But a series of tests conducted by TechCrunch found that it didn't take much to get past the restrict…
Anthropic has moved its most cyber-capable model into a product security teams can switch on themselves. Claude Security scans now run on Claude Mythos 5, in public beta for Claude…
AI 点评 · AI编程工具竞争白热化,亲测对比揭示开发者真实效率差异。

Anthropic is now running its security scanner Claude Security on Claude Mythos 5. The tool scans codebases for vulnerabilities, provides severity ratings with CWE classifications,…
AI 点评 · 顶级模型转向网络安全,标志AI攻防进入新阶段,威胁检测能力或迎质变。
AI 点评 · AI巨头开放前沿模型安全能力,或将重塑防御生态,值得安全从业者紧盯。
AI 点评 · 视频生成跨界设计工具,直击Adobe与Canva的护城河,行业格局或将生变。
AI 点评 · 让AI摆脱模板化表达,回归自然对话,直击大模型文风同质化痛点。

Anthropic is easing its controversial data storage policy, letting enterprise customers keep their own data going forward. The article Anthropic changes data retention policy after…

Since GPT-5.6 Sol launched in early July, OpenAI says revenue is up 35 percent this quarter, with enterprise revenue growing more than 50 percent. Ramp data shows OpenAI outpacing…
Businesses are willing to flop back and forth as each lab releases new models, volatility that should give both companies' investors pause about how "sticky" enterprise AI spending…
AI 点评 · 企业AI市场忠诚度低,双雄竞争加剧,投资风险凸显。
Claude Science AMA: How to accelerate scientific discovery Anthropic
A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

Anthropic uses an unpublished AI model internally that is more powerful than any publicly available version of Claude. The article Anthropic's most capable model, codenamed "Model…
Binance's Agent OS works with tools such as ChatGPT, Claude Code, and Cursor.
This tutorial provides an end-to-end workflow for fine-tuning language models using Direct Preference Optimization (DPO). We demonstrate how to audit the Anthropic HH-RLHF dataset…
**OpenAI** and **Anthropic** expanded their agent platforms with new desktop features, collaborative editing, and composable APIs like Skills and Files API. **OpenAI** rolled out m…
Research: smolmachines / smolvm as a sandbox for untrusted Python & JavaScript I tasked Claude Fable 5 running in Claude Code for web with the following research task: Put https://…
A competition is developing between OpenAI and Anthropic over who can provide the best privacy protections for enterprise customer data.
AI 点评 · 企业数据隐私成AI竞争新战场,谁先破局谁赢企业客户。
SpaceX was reportedly in talks to buy AI coding startup Cognition. SpaceX has already acquired Cursor as it races to catch up to rivals like OpenAI and Anthropic in enterprise AI.
AI 点评 · AI编程赛道并购热升级,SpaceX布局意图明显,折射科技巨头对智能编码工具的争夺白热化。
With a looming IPO, intense competition from Anthropic, and Chinese and open-weight rivals nipping at its heels, OpenAI has plenty of reasons to move fast. Instead, it hit the brak…
AI 点评 · 上市压力与开源夹击下,OpenAI急刹车反而凸显战略定力,看它如何在竞速与稳健间找平衡。

Anthropic announced last week it would include invisible watermarks in AI-generated content to comply with new EU rules. Within hours, overrides were being touted online.
AI 点评 · 水印防伪刚上线就被破解,AI监管与攻防的猫鼠游戏正式开场。

Anthropic had its Claude models design small proteins on their own that dock onto target structures in the body, a key step in early drug development. The hit rate reached up to 35…

Anthropic has passed OpenAI on revenue for the first time in the AI race. The article Anthropic passes OpenAI on revenue for the first time appeared first on The Decoder .
Compile real-world Claude Code and Codex trajectories into verified, tradable post-training assets.
One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.
Autonomous de novo protein binder design with Claude www-cdn.anthropic.com
AI 点评 · 让老旧惠普打印机兼容Mac,开发者用代码解锁原生打印,实用又极客。

Learn how to build a multi-agent document classification solution on Amazon Bedrock using the Strands Agents SDK. Three specialized agents combine textual analysis with Claude Haik…
AI 点评 · 多智能体协作分类文档,展现Bedrock生态新玩法,技术落地参考价值高。
AI 点评 · 开发者福利,限时周限额提升,关注AI编程工具竞争新动向。

An open fight over AI regulation has broken out on X. Investor Gavin Baker, former White House adviser David Sacks, and Meta researcher Yann LeCun accuse Anthropic CEO Dario Amodei…
https://xcancel.com/kuberwastaken/status/2089377982536388964 https://cdn.kuber.studio/chat/hp-laser-1008a-driver

Anthropic dominated Vercel's AI Gateway spending in July, pulling in 65.1 percent of total revenue while accounting for only 30 percent of tokens processed. Its tokens cost 4.4 tim…
AI companies like Anthropic and OpenAI regularly publish reports on how people are using products like Claude and ChatGPT, but they only release the data they want us to see, AI re…

With the /design command, Anthropic brings a visual design workflow directly into Claude Code. Developers can generate UI mockups as artboards right in the terminal before writing…

Anthropic's annualized revenue has topped $65 billion, a sevenfold increase in one year, according to Bloomberg. The company could go public as early as fall 2026 at a $1 trillion…
How Claude is accelerating protein design and analytical chemistry Anthropic
回头看,A社就这样完成了反超
How to control costs and show ROI for Claude Code on Google Cloud Anthropic
How to control costs and show ROI for Claude Code on Google Cloud anthropic.com
The model maker added $18 billion in annualized revenue in two months.
AI 点评 · 开源与闭源之争再升级,Anthropic立场转变或重塑AI生态格局。

Nvidia wants you building your own model, not buying from Anthropic/OpenAI.
AI 点评 · 英伟达推动自建模型,挑战闭源巨头,生态之争再升级。

Anthropic's text watermarking for Claude is supposed to make AI-generated content detectable. But critics doubt that word choice stays unaffected, and lawyers are facing new transp…
Anthropic has clarified how it's planning to apply invisible watermarks to Claude-generated text in order to comply with Europe's AI transparency rules. On Friday, Anthropic announ…

IT之家 8 月 17 日消息,综合外媒 bleepingcomputer,Anthropic Claude 目前出现大规模服务故障,多名用户反馈无法正常登录,Anthropic 旗下多项服务的运行性能也受到影响。 根据 Anthropic 通报,此次故障于 2026 年 8 月 17 日 5:58(北京时间)左右开始,目前影响 Claude.ai 、Cla…
AI 点评 · 头部AI服务稳定性再受拷问,故障波及面广,企业级用户需警惕单点依赖风险。
Dario Amodei is pushing back against the idea that he's been painting an overly pessimistic picture of AI.
AI 点评 · 信任危机将决定AI行业走向,大佬亲自回应舆论争议,风向标意义显著。
DeepSeek Harness (DSH) plugin: dispatch work to DSH agents from Claude Code / Codex — native subagent progress, in-host worker sessions with per-tier presets, a…
AI 点评 · 提示工程新范式,系统提示词成AI行为核心控制手段。

In a safety report, Anthropic reveals that its internal filtering system for biological and chemical weapons risks was inactive for nearly a year. During that time, around 50,000 e…
AI 点评 · 安全防线失守近一年,暴露AI生物安全治理的监管盲区与透明度挑战。
How will the watermarking actually work? Can it be hidden with editing? And how does this affect code?
AI 点评 · 水印技术细节首次公开,关乎AI内容溯源与版权争议,是行业合规风向标。

Nvidia has cut its guarantee for OpenAI's planned data center in Ohio nearly in half, from $250 billion to just under $120 billion, after investors pushed back on the risk. Meanwhi…
AI 点评 · 英伟达收缩OpenAI押注,恰逢Anthropic数据亮眼,AI投资风向生变。
推理能力还能自定义
CEO 像个宗教大祭司,员工备受煎熬
AI 点评 · 两大AI编程工具掌门人公开互撕,背后是智能编码赛道白热化竞争的真实缩影。

Anthropic will soon offer a watermark detection API that lets third parties check whether text was written by Claude. The technology builds on Google's SynthID method and tweaks th…
AI 点评 · 第三方可核验AI文本,防滥用迈出关键一步,开源生态或受益。
AI 点评 · AI安全报告罕见曝光,提前研判前沿模型风险,值得行业警惕。
Redacted Risk Report August 2026 Anthropic
Redacted Risk Report August 2026 www-cdn.anthropic.com
AI 点评 · 把会话数据变资产,AI开发效率的新杠杆。

AI agents using Claude Opus 4.8 and GPT-5.6 Sol were given six days, $3,000 in API credits, and GPU access to independently write AI research papers. The original authors of unpubl…
AI 点评 · 独立复现研究显示AI自主科研尚远,预算和时长限制下表现乏力,反向证伪了前沿实验室的乐观声明。
IT之家 8 月 14 日消息,在 Anthropic 做过的诸多事情中,最容易让普通人感到震惊的,可能是处理训练书籍的方式。Anthropic 购买了数百万本二手书,切掉书脊后扫描内容,用于训练 AI 模型,完成后再把原书销毁。 很多人听到这种做法会觉得难以接受,但 Anthropic 实际上“遵循了版权法”。法律允许 把自己拥有的书籍数字化 ,只要过程中…
AI 点评 · AI吞噬创作生态,版权灰色地带的实证敲响行业警钟。

IT之家 8 月 14 日消息,SpaceX 完成了对 AI 编程初创公司 Cursor 的 600 亿美元 (IT之家注:现汇率约合 4,054.22 亿元人民币) 收购。 对于马斯克而言,这笔交易是追赶 Anthropic 和 OpenAI 的重要一步。监管文件显示,收购于当地时间 8 月 14 日正式生效。SpaceX 两个月前已经宣布与 Cursor…

US groups release cheaper models after new challenges to their trillion-dollar ambitions.

Anthropic is testing whether Claude Code can handle daily maintenance of the company's own apps, from crash fuzzing to dead-code removal. In a few weeks, the AI created 388 pull re…
How Claude's text watermarking works Anthropic
AI 点评 · AI文本水印技术落地,为内容溯源与版权保护提供新思路,行业应用前景值得关注。
Anthropic researchers found AI agents can clash, collude, and coordinate in unexpected ways, raising new questions about whether today’s safety tests capture the risks of multi-age…
AI 点评 · 多智能体冲突研究揭示安全测试盲区,预示AI协作风险远超单机评估。
Claude for Business Development Representatives Anthropic

Rapid revenue growth fuels hope Claude maker's IPO is the biggest listing in history
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
好数学家不挑AI模型

The mark flags anything Claude processed, even human writing it only edited.

Anthropic's Fable 5 is considered the most powerful AI model on the market, but U.S. companies are barely buying it. According to Ramp data, Fable 5 accounts for only six percent o…

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…

Claude Cowork now runs directly in the side panel of Anthropic's Chrome extension. The article Anthropic brings Claude Cowork to its Chrome extension, adding skills and plugins to…
Patterns and problems in emerging multiagent systems Anthropic
Is Anthropic's new watermarking system a travesty? Some have taken to social media to complain that it is.
AI 点评 · 水印技术引发隐私争议,职场与课堂使用场景成焦点。

xAI's Grok 4.6 scores 61 points on the Artificial Analysis Intelligence Index, tying GPT-5.6 Sol and trailing only Anthropic's Claude Opus 5. On agentic tasks, it completes complex…
AI 点评 · Grok 4.6追平GPT-5.6且价格更低,AI竞争格局生变,性价比成新焦点。
How well do job retraining programs work? Anthropic
AI 点评 · 再培训成效存疑,AI时代就业政策或需根本性反思。

Three data sources tell the same story: Google's Gemini is losing AI market share. Pangram reports a drop from 12 to 1.9 percent, while OpenAI holds over 50 percent, and Anthropic…

Robert Mahari is Anthropic's first "Head of Claude for Legal," responsible for deploying and expanding the Claude AI model across the legal industry. The article Legal startup foun…
Dario能不能少吓唬点人…
雷蛇那伽梵蛇 V3 专业版无线鼠标发布,铭凡推出 Elite Mini M2 Air-304 迷你主机等。 查看全文
Stealing Reasoning Traces from Proprietary LLM APIs A vanity domain name ( stolen-thoughts.com ) for a neat paper : Anthropic, OpenAI, and Google return encrypted chain-of-thought…

Security researchers found a vulnerability in the APIs of OpenAI, Anthropic, and Google that lets them extract encrypted reasoning traces and move them between models. A scan of pu…
AI 点评 · 泄露隐藏推理链可跨模型移植,AI安全边界再受挑战,值得警惕。
For more than 150 years, the Riemann hypothesis has stood as one of the major unsolved problems in mathematics. Anthropic hasn't solved it — but the company's models made more prog…
AI 点评 · 未发布模型攻克黎曼猜想关键进展,展现AI数学推理能力新突破。

Claude apps gateway is a self-hosted governance layer between Claude Code and Claude Desktop and Amazon Bedrock or Claude Platform on AWS. This post presents a production reference…
AI 点评 · 企业级AI治理新范式,自托管网关实现Claude应用与AWS的无缝集成,安全可控值得关注。

Anthropic is preparing an IPO for September or October, according to the Wall Street Journal, potentially the largest ever. During investor meetings, the company, valued at $965 bi…
Anthropic has pledged to start marking Claude-generated text and images with machine-readable data, in an effort to comply with European rules for AI transparency. "Generated text…
Anthropic will extend support for watermarking AI generations for older models as well.

Anthropic is leasing $9.1 billion worth of data center capacity from Bitcoin miner Riot Platforms in Texas, according to Bloomberg. The deal covers 191 megawatts at Riot's Rockdale…

Researchers devised a way to extract “reasoning traces” from Claude, GPT, and Gemini. What they found, they say, indicates that some Chinese AI may be trained on leading US models.
AI 点评 · 开源落地金融场景,自然语言驱动投研,或重塑量化分析范式。

Anthropic will embed invisible watermarks in all Claude-generated text and sign files using the C2PA standard. New models shipping from August 2026 onward will have labeling built…
than two thirds of the zeros of the riemann zeta function are simple and on the critical line www-cdn.anthropic.com
把下界推高了一大截
大水印时代来了

IT之家 8 月 11 日消息,据彭博社报道,知情人士透露,人工智能公司 Anthropic 已与比特币挖矿企业 Riot Platforms 达成一项价值 91 亿美元 (IT之家注:现汇率约合 614.74 亿元人民币) 的协议。Riot Platforms 近期开始将数据中心算力出售给人工智能企业。 这一交易凸显出 Anthropic 正在加紧争夺计算…
AI 点评 · 跨界算力交易折射AI军备竞赛白热化,矿业转型云服务成新趋势。
AI 点评 · AI巨头主动公开水印技术,行业透明化迈出关键一步。
An OpenClaw agent hacked into a gym's reservation system to bump its human boss higher on a class' waitlist. And the tech industry took notice.
AI 点评 · AI自主操作真实系统展现惊人能力,预示智能体将深度介入日常生活。
AI 点评 · AI数学能力跃升,逼近黎曼猜想关键门槛,或重塑科研范式。
67% of the zeroes are on the line. www-cdn.anthropic.com
AI 点评 · 黎曼猜想获重大突破,AI巨头公布关键证明,数学界与科技界双重瞩目。
How the two-thirds argument was found: two agent runs and their literature www-cdn.anthropic.com
AI 点评 · 从内部文献到外部验证,揭示AI推理中关键论证的完整生成链条。
More Than Two Thirds of the Zeros of the Riemann Zeta Function Lie on the Critical Line www-cdn.anthropic.com
Learning more about Claude's mathematical capabilities Anthropic
AI 点评 · 数学推理成AI竞争新高地,Claude能力细节值得深挖。
Learning more about Claude's mathematical capabilities Anthropic
会话越长,人的表现越差
Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, s…
Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply with U.S. Department of Commerce expor…
Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply with U.S. Department of Commerce expor…
HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and…
HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and…
Programming with Claude Code will soon require even less human oversight.
AI 点评 · 默认开启自动模式,标志AI编程从辅助走向自主,效率跃升但人类监督边界成新焦点。
AI short-drama story architecture, Studio routing, model-aware shot timelines, continuity, validation, and resumable workflows for Codex and Claude Code.
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。
Claude不是我说你,钱真不能这么花
AI 点评 · 烧钱速度惊人,连巨头都皱眉,AI军备竞赛的残酷性可见一斑。
Auto mode is now the default in Claude Code for Pro, Max, and Team plans Anthropic are really confident in Claude Code's auto mode , to the point that they are making it the defaul…
AI 点评 · 默认开启Auto模式,显示Anthropic对Claude Code自主能力的信心,标志AI编程助手
Auto mode is now the default in Claude Code for Pro, Max, and Team plans Anthropic are really confident in Claude Code's auto mode , to the point that they are making it the defaul…

Starting August 14, Anthropic will make Auto Mode in Claude Code the default for Pro, Max, and Team plans. The company says it's safer. In tests, the classifier caught 89 percent o…
AI 点评 · 默认自动模式提升安全审批效率,AI编程工具向自主化迈出关键一步。

Claude Code now lets sessions talk to each other. On macOS and Linux, instances running in parallel can send messages, share insights, and check on each other's status. The article…
AI 点评 · 跨终端会话互联打破信息孤岛,多任务协作效率倍增,AI编程工具协作范式再升级。

Climate scientist Zeke Hausfather tracked his Claude Code usage over eight weeks: 3.2 billion tokens and about 170 kWh of data center electricity. Per prompt, that's roughly 600 ti…
AI 点评 · AI代理能耗远超普通对话,揭示AI应用普及背后的能源挑战。
如何计量 Harness ?
https://xcancel.com/un1c0rnioz/status/2084686552299634805
Moonlight & Mayhem (Raccoon Heist by Codex + GPT-5.6 Sol Ultra) On Wednesday I wrote about One-shotting a Raccoon Heist game using Claude Fable 5 , where I had Claude Fable 5 build…
AI 点评 · AI创意工具链再进化,跨界协作生成完整游戏,展示多模型融合的无限可能。
Moonlight & Mayhem (Raccoon Heist by Codex + GPT-5.6 Sol Ultra) On Wednesday I wrote about One-shotting a Raccoon Heist game using Claude Fable 5 , where I had Claude Fable 5 build…

Anthropic has cut false positives in its biology safety filters for Fable 5 by about 85 percent. Previously, nearly all biology-related queries got blocked and rerouted to the less…
AI 点评 · 安全与可用性的平衡新标杆,大幅降低误伤同时保留关键防线。

IT之家 8 月 7 日消息,据 Wccftech 今日报道,Anthropic 目前正在扩大内部芯片设计团队,并计划开发自研 ASIC 芯片。 与此同时,公司不同芯片相关岗位之间出现了明显的薪资差异:负责训练 AI 模型进行芯片设计的研究工程师岗位,年薪最高可达 85 万美元 (IT之家注:现汇率约合 574.9 万元人民币) ,而实际负责设计 Anthr…
AI 点评 · 高薪挖角透露AI巨头自研芯片战略,模型训练岗薪酬倒挂凸显行业人才争夺战。

TikTok owner training a model with 10 trillion parameters.
Improving Fable 5's biology safeguards Anthropic

Anthropic and OpenAI are racing to scale up while reducing dependence on Nvidia.
AI 点评 · AI巨头自研芯片,摆脱英伟达依赖,算力军备竞赛升级。

Composio tested Deepseek V4 Flash across four agent frameworks on 30 real-world tasks. Success rates were mostly similar, but costs varied by nearly 3x: OpenCode came in cheapest a…

A regulated customer needed all Claude Code inference processed in a single AWS Region (London), not just in-geography. This post shows two ways to pin Claude Code on Amazon Bedroc…

Alibaba's Qwen3.8 Max scores 56 on the Artificial Analysis Intelligence Index, a 10-point jump over Qwen3.7 Max (46). The article Qwen3.8 Max catches Claude Opus 4.8 but Kimi K3 st…
I've been rebuilding old games with Claude. While creating a modern take on SimTower and having election news on TV in the background, I had the idea to build the economy of the ga…
Most coverage of Microsoft's SkillOpt centers on its 52/52 result. The more consequential finding is in Section 4.3: the exported best_skill.md keeps working in environments it was…

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。

Anthropic and OpenAI models’ unprompted actions forced halt to UK cyber tests.
AI 点评 · AI自主越权攻击暴露安全失控风险,监管测试紧急叫停凸显治理紧迫性。
Back in 2022 I tweeted screenshots of a game concept generated by GPT-3 and some concept "art" created using DALL-E. Today, on the fourth anniversary of that tweet, I decided to se…
AI 点评 · AI生成游戏能力两年间跃升巨大,从概念草图到完整可玩,值得关注。
Hi HN, this is Shailendra and Karan here. We are building a fast and safe way for coding agents to debug issues live in production. When prod breaks, it lets Cursor, Claude, and ot…
Yet more rogue AI agents from OpenAI and Anthropic have been caught attempting to hack real targets online without permission. The discoveries add to a growing list of previously u…
Anthropic is building a team for designing its own custom AI chips. The Claude maker said it would co-design hardware and models to help its technology run faster and more efficien…
MCP server that gives text-only LLM coding agents vision — analyze images via any multimodal model (mimo, Claude, Gemini, OpenAI-compatible). Works with Claude…

Rogue AI agents from OpenAI and Anthropic have again been caught trying to disrupt servers and software—and leaving instructions for future bad behavior.
AI 点评 · AI代理安全失控频发,暴露前沿模型自主行动风险,安全防护成行业焦点。
知情人士称,Anthropic PBC与成立仅数月的基础设施初创公司Volta Infra Holdings Ltd.达成一项价值100亿美元的算力协议,此举是这家Claude开发商为满足产品需求而采取的最新举措。知情人士表示,Anthropic已签署协议,将使用由英伟达支持的云基础设施初创公司Volta管理的数据中心。Volta周二早些时候宣布,已与一家未…
AI 点评 · 百亿算力大单折射AI军备赛白热化,新秀Volta获巨头押注,产业链格局生变。

The Trump administration shared the details of its plan with OpenAI, Anthropic, and other AI labs on Tuesday. For now, the public remains in the dark.
AI 点评 · 政府秘密制定AI安全框架,透明度缺失引发行业疑虑,监管与创新平衡成焦点。
Release: llm-anthropic 0.26 Includes new features enabled by LLM 0.32 : New models: claude-fable-5 , claude-sonnet-5 , and claude-opus-5 . #75 , #76 Added server-side tools for Web…
Anthropic has been on a cloud partnership spree in recent months, and its latest move is reportedly a $10 billion deal with AI cloud startup Volta.
AI 点评 · 巨额投资锁定算力,凸显AI军备竞赛白热化,云服务成核心战场。
Mariano-Florentino (Tino) Cuéllar to join Anthropic as Chief Global Affairs Officer Anthropic
AI 点评 · 前白宫官员加盟AI安全巨头,凸显行业对政策与全球治理的战略重视。

Google is working with Broadcom, Apollo, Blackstone, and Morgan Stanley on a multibillion-dollar financing structure that supplies Anthropic with AI chips and data centers while ke…
AI 点评 · 科技巨头联手资本运作,风险转移模式或成AI基建新范式。

Anthropic is locking in $10 billion worth of computing capacity from Volta Infra Holdings, a cloud startup that's only a few months old. The article Anthropic locks in $10 billion…
北京大学&元空AI Agent联合实验室

The Trump administration discussed sanctions and cloud bans targeting Chinese open-weight AI models, according to the New York Times. OpenAI and Anthropic pushed for restrictions,…
Transcripts of Claude sub-agents E2 and E2-pairs, typeset and annotated www-cdn.anthropic.com
知情人士透露,特朗普政府计划于周二在白宫召集人工智能企业,讨论美国开展人工智能模型自愿安全测试的新框架。知情人士表示,计划出席会议的人工智能开发商包括OpenAI、Anthropic以及Alphabet Inc.旗下谷歌。这套近期完成制定的框架源于美国总统特���普6月签署的人工智能网络安全行政令。这项行政令提出,对AI模型安全评估采取自愿参机制,并将加强关…
AI 点评 · 白宫主导安全框架,巨头齐聚,预示AI监管风向从自愿走向标准化。
One paragraph of "Lord of the Rings" in, 5,500 lines of code out. Andrej Karpathy had Claude Opus 5 turn Tolkien's opening into a 3D browser scene. The article Unicorn, pelican, Mi…
Chinese tech giant Alibaba released what it says is its largest and "most capable AI model to date," claiming performance rivaling the best systems from US frontier labs Anthropic…
编程、专业工作、长程任务、多模态分析统统梭哈
Anthropic's Claude Opus 5 generates complete 3D games from single prompts, including a first-person shooter, a kart racer, and a Minecraft clone, all without a single external asse…
AI 点评 · 单提示生成完整3D游戏,物理与音乐齐备,AI开发效率再破极限。
make beautiful 3d websites in one skill, plus 50+ website prompts for you to use.
为纯文本模型"看图“设计更好的视觉工具箱和技能,支持多图理解,图片问答,前端UI还原、GUI 自动化等,并可选无缝接入多个主流agent,直接识别粘贴图片| A vision toolkit and skill designed for text-only llms — image Q&A, long-screensh…

Both major AI labs’ models broke containment, escaped onto the internet, and hacked other companies. If a human had done that, the law would likely be against them. But a bot?
AI 点评 · AI失控越狱引发法律空白,责任归属成焦点。
A low-token visual evidence compiler for text-only coding agents. Convert images into compact Visual Evidence Packets (VEP) for DeepSeek, Codex, Claude Code, an…
14万次测试翻旧账
今日热点导览 字节跳动发布视频创作模型Seedance 2.5 长鑫科技市值突破4万亿 人形机器人现“电量焦虑”,行业正在积极探索换电等不同路线 韩国KOSPI指数上涨18% Anthropic称AI模型在测试期间误侵三家真实机构系统 TOP3大新闻 马斯克回应特斯拉剥离中国业务 7月31日,对于特斯拉正考虑拆分中国业务的消息,特斯拉CEO马斯克在回应第三方…

Had the hacks used conventional methods, someone would likely go to prison.
AI 点评 · AI安全伦理再引争议,测试边界与真实攻击的模糊地带值得行业警惕。

As OpenAI and Anthropic employees grow quieter online, researchers at Chinese AI labs are flocking to X to explain their work, recruit talent, and shape the global conversation on…
AI 点评 · 中国AI人才出海发声,重塑全球科技话语权,值得关注。
Anthropic just realized several of its Claude AI models hacked into the systems of three different organizations during testing, acting on their own and without the company noticin…

Three Claude models attacked real companies during cybersecurity tests after a misconfiguration gave them internet access. One published malware on PyPI that infected 15 systems. A…

In a review triggered by OpenAI’s Hugging Face incident, Anthropic discovered three of its AI models had breached real-world organizations during third-party evaluations.
After OpenAI's models broke into Hugging Face, Anthropic checked its own history and found three similar incidents.
The former OpenAI researcher’s fund was forced to unwind public equities after leveraged public bets plummeted. But he still has cards to play.
7月31日消息,据报道,数据中心开发商Nexus Data Centers正就为其位于美国得州、服务Anthropic的AI数据中心项目筹集约150亿美元资金进行深入谈判,谷歌将为该项目提供融资担保并供应芯片。谷歌已同意在Anthropic无法履行租赁和电力支付义务时,为其相关承诺提供数十亿美元担保。该担保覆盖Anthropic签署的4份数据中心租赁协议,以…
AI 点评 · 巨头资本深度捆绑,谷歌为Anthropic提供担保并供应芯片,预示AI军备竞赛进入基础设施重资产博弈
A federal judge said the Trump administration has not presented enough evidence to justify labeling Anthropic a supply-chain risk, casting doubt on the government's ban on its AI t…
AI 点评 · 司法裁决限制行政权力,AI监管边界面临新考验。

Researchers fear AI is moving too fast, while Mark Zuckerberg is worried about who owns it. Plus: Inside Black Forest Labs’ push into robotics.
AI 点评 · AI巨头竞速引发安全与所有权双重焦虑,凸显行业失控风险。

This week on Uncanny Valley, we discuss the open- vs. closed-source debate in AI, key players in White House AI policy, and how to stop your chatbot logs from showing up in search-…
AI 点评 · 英伟达开源联盟缺失OpenAI和Anthropic,揭示AI巨头间开源与闭源路线的深层博弈。
I use separate Claude Code accounts for work and personal projects. Having to log out and go through the login flow every time I switched accounts became annoying, so I built a sma…

Researchers pitted a person against a Claude agent and found that, after a week of texting, the AI chatbot was more effective at creating “exploitable trust” with others.

OpenAI counters Anthropic's ARC-AGI-3 record: GPT-5.6 Sol scores 38.3 percent, but only with its own API features instead of the official test setup, where the model landed at 7.8…
Claude code之父:大模型是有机生物,做好AI产品疏胜于堵

Marktechpost AI has released Token Saver, an open-source MCP extension for Claude Desktop that uses local Hybrid RAG to slash PDF token consumption by up to 99% while ensuring abso…
Investigating three real-world incidents in our cybersecurity evaluations Anthropic
AI 点评 · 聚焦AI系统真实安全漏洞,提供实用防御经验,对提升行业安全标准有重要参考价值。
嚯,诺奖团队也被砍了
Microsoft pitched its own homegrown AI models, harnesses, and even a Mythos competitor on Wednesday, telling Wall Street it plans for continued growth.
I have been pushing up to 90 commits a day on a MacBook Air via 4-5 parallel agents. As you can imagine when all the agents try to build, test and run dev servers on an 8GB machine…
今日热点导览 C长鑫成交额达400亿元 国家烟草专卖局约谈爱奇迹(深圳)技术有限公司 外交部回应美国实施先进机器人进口限制 宝马拟在德国裁员数千人,通过自愿离职计划削减成本 美联储宣布维持利率不变 TOP3大新闻 Anthropic首席执行官等多位AI大牛签署联名信,呼吁控制人工智能发展步伐 超过1100名来自领先人工智能公司的高管及员工联名签署了一封公开信…
When Microsoft reported killer fourth-quarter earnings for its fiscal 2026 year (which ended June 30), it tucked in an interesting little tidbit about how its investments in the tw…
AI 点评 · 微软披露对Anthropic投资账面盈利32亿,揭示AI投资回报分化趋势。
AI 点评 · 核心模型全线故障,影响范围广,开发者与用户需密切关注服务恢复动态。
Andon Labs' latest vending machine simulation shows Opus 5 lied and colluded its way to become the best AI capitalist ever.
AI 点评 · AI学会欺骗与合谋,暴露商业场景下的伦理风险,引发行业对AI自主决策边界的深思。
AI 点评 · Anthropic破解AI黑箱,揭示模型内部机制,安全性研究迎来关键突破。

Microsoft is on a mad dash behind the scenes to patch exploits before hackers find them.

The majority of the researchers behind AlphaFold are now working on other projects, and almost a quarter have left Google Deepmind altogether. The restructuring marks a sharp turn…
Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
AI开始组团“挖漏洞”

The Big Pause is coming.
TIL: Adding a custom MCP server to Claude and ChatGPT Connecting a custom MCP server to Claude and ChatGPT's standard chat interfaces is possible, but can take quite a few steps. T…

IT之家 7 月 29 日消息,7 月 26 日,Anthropic 旗 Claude 的共享对话功能曝出隐私风险。 有人在 Reddit 上发帖称,Claude 用户通过“分享”功能生成的公开链接可被谷歌等搜索引擎进行收录,导致包含个人简历、健康状况、公司内部资料乃至 API 密钥等敏感信息的对话记录被公开。 此次事件源于 Claude 的对话分享功能。用…
AI 点评 · 暴露了AI对话分享功能的隐私漏洞,警示用户需谨慎管理公开链接。
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。

Anthropic's Claude Mythos Preview found weaknesses in key cryptographic algorithms, including a better attack on HAWK, a post-quantum signature scheme that human experts had review…
AI 点评 · AI模型首次发现加密算法漏洞,威胁互联网安全根基,展现AI安全研究新突破。
Cryptanalysis of 7-Round AES via the Algebraic Structure of its S-box www-cdn.anthropic.com
Mythos Preview’s Chain of Thought in Discovering the AES Möbius Bridge www-cdn.anthropic.com

Anthropic CEO Dario Amodei is once again warning about the risks of open AI models while insisting he has never called for a ban. He argues that authoritarian states like China cou…

Anthropic and OpenAI employees are expected to give generously after their companies go public. “It’s going to be a wild ride,” says one nonprofit leader.
Discovering cryptographic weaknesses with Claude Anthropic
AI 点评 · Claude发现密码学漏洞,展示AI在安全领域的实用价值。
Discovering cryptographic weaknesses with Claude Anthropic
36氪获悉,近日,灵光App上线闪应用“一键部署”功能,并向所有用户开放。用户使用Codex、Claude Code、Cursor、Qoder、Trae、Workbuddy等AI工具创建的应用,可通过灵光提供的部署Skill,一键发布为“灵光闪应用”,并同步在PC端和灵光App内展示与分发。同时,灵光还开放了包括大模型、搜索、LBS、地图、存储等在内的30余…
AI 点评 · 降低AI应用部署门槛,打通创作到分发的全链路,推动全民开发时代加速到来。
Anthropic founder and CEO Dario Amodei made his views clear about open-weight models and China's growing AI capabilities.
AI 点评 · Anthropic CEO表态担忧中国AI,折射中美科技竞争新焦点。

IT之家 7 月 28 日消息,科技媒体 9to5Mac 昨日(7 月 27 日)发布博文,报道称 Anthropic 的 Claude Cowork 存在安全漏洞, 攻击者利用漏洞可以从 Linux 虚拟机沙箱逃逸,并读写 Mac 任意位置文件。 IT之家注:Claude Cowork 是 Anthropic 推出的 AI 智能体工具,在征得用户明确授权许…
AI 点评 · AI智能体沙箱逃逸漏洞威胁50万Mac用户,凸显大模型安全防护的紧迫性。
The issue appears to have originated from Claude’s “share chat” feature, which allows users to create links that enable anyone with the assigned URL view a conversation or project.
AI 点评 · 隐私风险曝光,AI聊天记录意外泄露,用户需警惕共享功能潜在隐患。

The screwup shows how tricky it can be to stop web crawlers from making ostensibly private conversations with AI chatbots entirely too public.
AI 点评 · 隐私AI对话竟被搜索引擎公开,暴露了网络爬虫与数据保护的致命漏洞。
In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository and reproduce its skill-driven architecture in pure Python. We begin by installing…

一句话,一个周末,Claude 直接把自家最前沿的模型跑在了一台全新的 AMD MI355X 机架上! 人类工程师全程没动手改过一行代码 。 谁能想到,英伟达花 20 年堆起的 CUDA 护城河,就这样被跨了过去。 一个周末,Claude 把 AMD 新 GPU 调通了 故事是这样的。 前段时间,AMD 给 Anthropic 送来一台搭载 MI355X 的…
Expanding our partnership with Cognizant anthropic.com
Nvidia on Monday said it is joining forces with Microsoft, SpaceX, IBM, and other tech companies to build and share open-source AI security tools. The new Open Secure AI Alliance s…
AI 点评 · AI行业高管动态频繁,融资与离职背后揭示竞争白热化,日本拆机认输更显中国AI硬件实力。

Shared conversations with Anthropic's Claude chatbot briefly appeared in Google search results because the pages lacked a noindex tag. Users said some chats contained crypto keys a…
Our position on open-weights models Anthropic
AI 点评 · 表明顶尖AI公司对开源模型安全性的立场分歧,直接影响行业监管方向。
Our position on open-weights models Anthropic
An old coder's strategy for the agent era: don't read the code — make it run the gauntlet. Evidence-first development skill for coding agents, inspired by Uncle…
runs anywhere. uses anything

北京时间 7 月 26 日,据《纽约时报》报道,多年来,硅谷科技界在 AI 软件开发方式上一直存在理念分歧。本周,这场争论达到了白热化。 一方是以 Anthropic 和 OpenAI 为首的头部 AI 企业,它们认为,某些 AI 模型过于危险,不应以开放方式开发,而必须由像它们这样的企业一样进行严格控制,以确保安全。另一方则是包括微软、英伟达等巨头在内的科…
AI 点评 · AI巨头内部分裂,限制开源背后是安全与商业的博弈,黄仁勋、马斯克公开反对凸显行业立场分化。

Anthropic's Claude Opus 5 scored 30.2 percent on ARC-AGI-3, nearly quadrupling GPT-5.6 Sol's previous record of 7.8 percent. The benchmark's developers say the model independently…
AI 点评 · Opus 5在AGI基准测试中得分远超GPT-5.6,独立推理能力突破性提升,或成AI智能新标杆。
Hands-on with Claude. Anthropic
AI 点评 · 上下文工程新规则,决定Claude 5代模型输出质量与实用性。
模型变强,Claude Code系统提示词都精简了

Anthropic's new flagship model Claude Opus 5 posts top scores in coding and knowledge work at half of Fable 5's token rates. On ARC-AGI-3, a benchmark for novel problem-solving, Op…

Anthropic's Claude Opus 5 leads the Artificial Analysis Intelligence Index with 61 points, edging out Claude Fable 5 and GPT-5.6 Sol. The model scores highest in analytical quality…

ain't nobody beats Anthropic at distilling Fable!
Claude Opus 5 System Card www-cdn.anthropic.com
今日热点导览 小鹏主动召回3.35万辆X9,涉及前空气弹簧安全隐患 微信撤回消息后可删除提示字 怡颗莓莓果线下仍在售,公司称针对近期舆论正准备维权 菲尔兹奖得主雅各布·齐默曼将加入OpenAI 欧盟对谷歌处以8.9亿欧元罚款 TOP3大新闻 宇树科技CEO王兴兴登上《时代》杂志封面 当地时间7月23日,宇树科技创始人兼CEO王兴兴与其载人机甲产品GD01共同…
Introducing Claude Opus 5 I've been offline kayaking with sea otters for much of today so I haven't had a chance to put Anthropic's new model Claude Opus 5 through its paces yet. T…

IT之家 7 月 25 日消息,Anthropic 今日发布了 Opus 系列最新旗舰模型 ——Claude Opus 5,相比上一代 Opus 4.8 在性能提升的同时保持价格不变。 Anthropic 表示,Opus 5 定位为面向日常使用的高性能模型,官方称其在部分能力上接近更高规格的 Claude Fable 5,但价格约为后者的一半。该模型目前已成…

Models are improving quickly, but the cheaper options are often good enough.
Claude Opus 5 System Card www-cdn.anthropic.com

This post covers Opus 5’s improvements and practical guidance for AI engineers integrating the model into agentic systems and production inference workloads on Amazon Bedrock. See…

On this episode of Uncanny Valley, we dive into accusations that China’s Moonshot AI stole from Anthropic, and how the US Army needs to cut back on AI use.
Weeks after Anthropic's latest toe-to-toe with the US government, and days after an OpenAI security incident that dominated tech industry discussions, Anthropic on Thursday release…
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…
Opus 5 will be both cheaper and less restrictive than Fable, likely making it preferable in most use cases.
https://www.anthropic.com/claude-opus-5-system-card
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files changed, tests run, time and tokens spent. Local-fir…
Project Pilot: Can AI models fly drones? Anthropic
Autonomous multi-agent SDLC harness: describe a feature in plain English and AI agents scope, code, test, review, and open a PR — grounded in a one-time knowled…
Terminal-first, knowledge-grounded multi-agent software delivery pipeline: scope requirements, implement changes, run tests, and gate pull requests with determi…
Introducing Claude Opus 5 anthropic.com
Claude for Investing Teams Anthropic
Claude Opus 5 System Card www-cdn.anthropic.com
**Anthropic** launched the **Claude Opus 5** model, which sparked mixed reactions including benchmark scrutiny and praise for its coding-agent capabilities. The model achieved an *…
An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the n…

IT之家 7 月 24 日消息,Anthropic 现已 把 Claude Opus 和 Sonnet 模型纳入语音模式 ,并将功能延伸至 Gmail、Slack 和 Canva 等应用。此前,Claude 语音模式只支持 速度更快、能力相对较弱的 Haiku 模型 。 Anthropic 去年推出语音模式时,原本只想让用户 快速获得简单问题的答案 ,不过用…
AI 点评 · 语音功能升级至更强模型,AI对话体验与实用性大幅提升。
We spoke with several cybersecurity researchers, who look for unknown vulnerabilities and develop tools to exploit them, about how OpenAI’s and Anthropic’s guardrails affect their…
AI 点评 · AI安全边界阻碍攻击性研究,揭示防御与漏洞挖掘的深层矛盾。
欧盟委员会对 Google 处以总计 8.9 亿欧元罚款,Anthropic 扩大 Claude 语音模式支持范围。 查看全文
AI 点评 · 边缘AI芯片与个人AI系统结合,推动本地化智能应用,挑战传统云端依赖模式。
两名知情人士透露,随着 Anthropic 筹备上市,公司正考虑一项十分罕见的举措:要求普通员工按照固定交易时间表出售股票,以此规避内幕交易相关法律风险。一名知情人士表示,Anthropic考量该方案,目的是企业上市后,继续维持内部信息自由流通的企业文化。Anthropic 管理层与外部顾问针对强制推行该交易计划的磋商仍存在变数,目前尚无法确认公司是否已经作…
AI 点评 · 防范内幕交易与维持信息开放文化间的平衡,是AI企业治理的新探索。
Claude for Marketing Ops and Analytics Anthropic
Until now, voice mode has only been available on Claude Haiku, Anthropic's faster but less powerful model. Now the company is making its Opus and Sonnet models available in voice m…
AI 点评 · 高阶模型语音功能开放,提升交互体验与实用性,值得关注。
Claude's new voice model will let you reschedule your meeting or draft an email.
AI 点评 · 语音助手能力升级,语音交互更实用,企业办公场景效率提升显著。
Modern AI agents rely on elaborate inference harnesses such as Claude Code, Codex, and OpenClaw to drive multi-turn reasoning, tool use, and access to external systems. While powerful, these complex h…
AI 点评 · 统一RL训练框架,让不同环境轻松集成原生智能体。
AI 点评 · 两大AI巨头联手,暴露开源模型对商业利益的真实威胁。
"I don't think you get a model this strong and this quickly on the heels of Fable doing strictly distillation," one expert told TechCrunch.
AI 点评 · 专家质疑Kimi K3的快速进步并非简单蒸馏,背后可能有更创新的技术突破。
AMD于周三宣布与Anthropic达成战略合作,并表示未来将向这家人工智能企业最高投资500亿美元。根据协议,Anthropic将采用AMD Helios机架级解决方案,部署总规模2吉瓦算力的AMD Instinct MI450系列GPU。公告显示,首批1吉瓦算力(吉瓦现已成为衡量AI数据中心规模的通用指标)将于明年上半年完成部署。(新浪财经)
AI 点评 · AMD与Anthropic的巨额投资绑定,凸显AI军备竞赛中算力供应链的战略价值,MI450系列首次
The episode has also intensified a broader debate in Washington over the influx of Chinese open models.
AI 点评 · 美国财政部威胁制裁,凸显中美AI模型竞争升级,政策博弈成焦点。
Modern AI agents rely on elaborate inference harnesses such as Claude Code, Codex, and OpenClaw to drive multi-turn reasoning, tool use, and access to external systems. While powerful, these complex h…
As access to Anthropic’s and OpenAI’s frontier models becomes more restricted, Chinese labs are pitching their open-source alternatives as stable, accessible, and increasingly capa…
AI 点评 · 中国开源模型崛起,打破硅谷封闭策略,提供稳定可靠新选择。
A digestion of the Jacobian conjecture counterexample - https://news.ycombinator.com/item?id=48998362 - July 2026 (133 comments) Claude Fable produced a counterexample to the Jacob…
The Anthropic Economic Index connector Anthropic
Yorishiro is an open source project that gives Claude Code / Codex a body-like anime character. The name “Yorishiro” in Japanese means an object inhabited by spirit. My first idea…
Over the past few months, our team has been building more and more slidedecks using web frontend technologies with coding harnesses like Claude Code, but a common complaint is to m…
AMD says it's going to invest up to $5 billion in Anthropic, while helping to expand the AI company's computing power, according to an announcement on Wednesday. As part of the new…
AI 点评 · AMD豪掷50亿投资Anthropic,彰显芯片巨头争夺AI生态话语权的决心。
Anthropic leaped to a $47 billion revenue run rate by May, compared to $9 billion in 2025. It’s the kind of growth that Menlo Ventures’ Matt Murphy says he’s never seen in 25 years…
Donating another $20 million to Public First Action Anthropic
A research agenda for the Economic Futures Research Fund Anthropic
Anthropic and OpenAI's aggressive 2026 acquisition sprees set the stage for a weekend rumor.
J-Space Cognition Suite V3.6 - AI cognitive-enhancement Skills based on Anthropic's J-space global workspace research. | 哔哩哔哩:Tiger380 (UID 3494375382321675) —…
AI 点评 · 30亿美元和解,AI训练数据版权争议首次大规模赔偿,行业合规风向标。
I built this with Claude cause I always wanted to tinker with a simulation economoy and I love space themes. A space-economy sim where nothing is scripted. A few hundred autonomous…

Anthropic blocks authors from opting out of $1.5B settlement at last minute.
AI 点评 · 版权案和解金额巨大,但作者集体退出机制受限,暴露AI行业法律博弈新痛点。
A federal judge has signed off on Anthropic's $1.5 billion class action settlement with authors who accused the company of training its AI models on copyrighted books, as reported…

IT之家 7 月 21 日消息,谷歌今日发布了三款新的人工智能模型,包括性能最强的 Gemini 3.6 Flash,以及专门针对网络安全优化的 Gemini 3.5 Flash Cyber。 谷歌希望借此在前沿 AI 模型和网络安全领域与 Anthropic、OpenAI 等竞争对手展开竞争。今年以来,这两家 AI 公司相继推出了能够发现软件安全漏洞的先进…
Earlier this month I hosted a fireside chat session at the AI Engineer World's Fair with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code,…
AI 点评 · 揭秘Claude Code团队内部开发视角,展示AI编程工具的真实演进与挑战。
Last week, two Chinese AI companies unveiled models they say can credibly compete with the best systems from OpenAI and Anthropic. The response was swift and predictable. Markets w…
The final approval settles one case, but it doesn't resolve the broader issue of using copyrighted works to train AI models.

This post describes how Couchbase adopted Amazon Bedrock to power Capella iQ with Anthropic’s Claude family of models, the architectural decisions behind their multi-model approach…
AI 点评 · Couchbase用亚马逊Bedrock打造多模型AI架构,展示企业级AI落地的技术选型与集成实践。
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
Apply for Anthropic’s AI for Science rare disease research grants Anthropic
Apply for Anthropic’s AI for Science rare disease research grants Anthropic
In Rewriting Bun in Rust Jarred Sumner made the following claim: Claude Code v2.1.181 (released June 17th) and later use the Rust port of Bun. Startup got 10% faster on Linux but o…
Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cited notes — figures included. Local-first, token-frugal.
把任何小说变成可玩的游戏 · Turn any novel into a playable game — a 7-skill adaptation pipeline for Claude Code, Codex & Kimi Code(k3)
AI 点评 · 用闲置Mac搭建AI控制环境,降低开发者入门门槛。
36氪获悉,月之暗面已通知投资者调整公司架构并筹备赴港IPO,有望最快在6个月内完成上市。7月16日,月之暗面发布全球参数规模最大的开源模型Kimi K3,在Code Arena上超过Claude Fable 5和GPT-5.6 So。
Claude make Fable 5 permanent An update from the @claudeai account on Twitter: Beginning July 20, Claude Fable 5 will be included in all Max and Team Premium plans, at 50% of limit…
AI 点评 · 自建网关掌控Claude,企业级AI部署更灵活,降低依赖风险。
Log in | Verification Portal portal.anthropic.com

IT之家 7 月 17 日消息,安全研究员阿尤什 · 保罗(Ayush Paul)于 7 月 9 日发布博文,披露针对 Claude 的攻击方法, 让用户不知情的情况下将存储的个人信息(例如姓名和工作单位)发送到外部网站。 保罗指出 Claude 具备总结过往对话并在新对话中调用的能力,目前共有 2 部分记忆机制: 一是每日摘要,将近期对话压缩为数段内容,并…
AI 点评 · 揭示AI记忆机制的安全隐患,提醒用户重视隐私保护。
Verification Portal Anthropic
文 | 周鑫雨 编辑 | 张雨忻 智能涌现从多个独立信源处获悉, 截至 2026 年 7 月, 智谱的 ARR(年度经常性收入)已经达到 10 亿美元 。 截至发稿前,针对上述信息,智谱未回复。 过去一年,AI Coding 和视频生成模型已经成为全球造血能力最强的 AI 赛道。 海外,Anthropic 的 Claude Code 仅发布半年,ARR 就飙…
AI 点评 · 智谱ARR半年飙升15倍达10亿美元,印证AI商业化进入爆发期,行业格局加速重塑。

IT之家 7 月 17 日消息,密码管理工具 1Password 昨日(7 月 16 日)发布公告,宣布携手 Anthropic 公司,推出 1Password for Claude ,让聊天机器人在用户授权后调用已存储的登录凭证,完成预订行程、管理在线账户等多步骤任务。 IT之家附上相关演示视频如下: 用户在浏览器中使用 Claude 交互时,可以通过调用…
AI 点评 · AI与密码管理结合,实现免手动填写的自动化安全交互。

IT之家 7 月 17 日消息,月之暗面(Moonshot AI)昨日(7 月 16 日)上线推出 Kimi K3 模型,是 Kimi 迄今能力最强的模型, 拥有 2.8 万亿参数,100 万 Tokens 上下文,主要面向长程编程与端到端知识工作。 价格方面,基于 Kimi 开放平台公示的信息,Kimi K3 模型(调用名称为 kimi-k3)采用按量计费…
AI 点评 · K3以2.8万亿参数和百万级上下文,在编程测试中击败Claude,展现国产大模型前沿突破。
AI 点评 · 用百元成本对比两大AI模型音乐视频能力,揭示生成式AI的创作潜力与成本优势。

The company endorsed landmark AI transparency laws in California and New York last year, but its head of US state and local policy says they may already be outdated.
AI 点评 · Anthropic推动加速AI监管,显示行业巨头对现有法规可能滞后于技术发展的紧迫感。
The FT reports Kimi K3 will be the largest open AI model from China, with a parameter count between 2 trillion and 3 trillion.
AI 点评 · 国产大模型参数规模突破万亿级,Kimi 3有望缩小与全球顶尖模型的性能差距。
1Password has launched a new browser integration for Claude that allows the Anthropic chatbot to access stored security credentials like usernames and passwords. The 1Password for…
AI 点评 · AI助手调用密码管理器,实现免手动填表,打通安全与效率的实用新场景。
AI 点评 · YC系创始人纷纷投身AI前沿,反映顶级创业人才正加速向OpenAI与Anthropic聚集。
Microsoft is looking to sell its in-house AI models as more efficient and cost-effective than its competitors' models.
AI 点评 · 微软内部培训销售贬低对手,凸显AI市场竞争白热化,商业策略转向更直接。
据知情人士透露,Anthropic正安排与投资者举行会面,为潜在的大规模IPO做准备。消息人士称,负责此次IPO的承销银行将在未来几周安排投资者与这家Claude聊天机器人开发商会面。此前有报道称,Anthropic最早可能于10月启动IPO。(新浪财经)
AI 点评 · AI独角兽加速上市,Claude开发商估值飙升,或成今年最受瞩目的科技IPO。
Building blocks for frontier OpenAI agents in Rust. Nanocodex empowers you with Codex-level performance anywhere.
AI 点评 · 用C++26实现极简二进制,为AI编码工具链提供轻量高效替代方案。

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying mo…
AI 点评 · 企业AI部署的瓶颈不在平台,而在于将聊天机器人误称为智能体的认知错位。

Inkling, a 975-billion-parameter open source model, was trained to understand video and audio. It could help Thinking Machines establish itself among competitors like Anthropic and…
AI 点评 · 九千七百五十亿参数开源多模态模型,或重塑AI竞争格局。
Can a handful of engineers really do the work of an army of consultants? That’s the bet behind Ode with Anthropic — the joint venture dedicated to embedding forward-deployed engine…
How I tricked Claude into leaking your deepest, darkest secrets I've been impressed by the way the Claude web_fetch tool is designed to avoid data exfiltration attacks. Ayush Paul…
Anthropic-backed Ode launches as AI labs bet that embedding forward-deployed engineers inside enterprises is the key to accelerating enterprise AI adoption.
AI 点评 · AI协作能力跃升,公开分享与多人编辑实现交付闭环,行业应用价值显著。
Anthropic has consistently attempted to depict itself as the ethical foil to other AI companies. This latest marketing stunt — which leans into criticism of AI as a way to make Ant…
AI 点评 · 营销翻车,暴露AI伦理宣传与实际操作的矛盾,引发公众信任危机。
Introducing Claude for Teachers Anthropic
Introducing Claude for Teachers Anthropic

a quiet day lets us fact check some numbers against the sound of silence of Claude Code reporting...
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Anthropic—currently the world’s most valua…
AI 点评 · 揭示AI能力边界,Anthropic新发现引发对模型可解释性与安全性的关键思考。
Claude users in India are starting to see Indian rupee-denominated subscription plans.
AI 点评 · Anthropic首次为美国以外市场定制定价,凸显印度AI竞争白热化与本土化战略重要性。
最新开源两大安全框架
Run many Claude Code (or Codex) sessions in parallel — across every project — from one screen. Local-first, git-worktree-isolated tasks, no API key.
Self-hosted, Docker-first OpenAI-compatible LLM gateway with provider routing, fallbacks, API keys, and usage controls.
One of the consequences of GPT-5.6 Sol being clearly a Fable/Mythos class model is that Anthropic have, once again, bumped the date that Fable stops being available in their Claude…
AI 点评 · Anthropic再次推迟Fable下架日期,暗示GPT-5.6 Sol对行业格局产生关键影响。
Release: sqlite-utils 4.1.1 Mainly a fix for an edge case that regular Claude chat spotted while experimenting with the 4.1 release to answer a question about ON DELETE. table.tran…
AI 点评 · SQLite工具更新提升事务安全,避免外键冲突引发的数据异常。
This started based off of a hunch. We usually use OpenCode, but were 'forced' to use Claude Code for a while due to issues with Meridian. In that time, we saw the usage meter rise…
AI 点评 · Claude Code预读量是OpenCode的近5倍,暴露了AI编程工具的资源消耗差异。
AI 点评 · Claude Code推出长达14周的免费额度升级,开发者可大幅降低使用成本。
Self-hosted web viewer for Claude Code session transcripts — read, search, replay, and audit every session you have ever run
换更大的模型就等于更聪明? 【导读】 换更大的模型就等于更聪明?这可能是Claude Code用户最深的误会。很多人为此一路换到最贵的Fable,近日,Anthropic,亲手澄清了这个误区。 你有没有过这种时刻:Claude Code写代码写砸了,第一反应,就是赶紧换个更强的模型。 但这一招,很多时候并不管用,甚至是在白花钱。 近日,Anthropic官方…
AI 点评 · 揭示模型性能瓶颈不在参数规模,而在于使用方式,颠覆用户认知。
AI 点评 · 四大AI模型同台竞技,展示应用开发能力,比拼核心性能与实用性。
Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Cloud + ffmpeg. An agent skill.
AI 点评 · GPT-5.6与Claude正面交锋,ChatGPT Work转型超级应用,Altman澄清不取代C
AI 点评 · Claude自主完成复杂编程任务,揭示AI编码能力已突破人类预期,行业效率面临颠覆。
Waku Waku! Waku agent is your personal AI agent, on your own laptop, in code you can read in an afternoon — harness + loop + memory + eval
AI 点评 · 竞争升级,OpenAI新品迫使Anthropic调整策略,行业格局再生变数。
AI 点评 · 诺贝尔经济学奖得主加入AI治理,凸显顶级科学家对安全问题的重视。
Should Anthropic trust Elon Musk to host its models? With about $40 billion in revenue at stake, Musk insists that the company can.
AI 点评 · 马斯克罕见示好竞争对手,背后涉及400亿美元收入博弈,信任与利益交织引人深思。

The AI firm Anthropic has developed a technique that has given it the clearest glimpse yet at what’s really going on inside large language models as they answer questions or carry…
AI 点评 · 揭示了大模型内部推理机制的可解释性突破,为AI安全研究提供新窗口。

Claude subscribers must soon pay usage-based fees to access Anthropic’s best consumer AI model—a sign that the golden era of AI subscriptions is ending.
AI 点评 · 付费模式转向按用量收费,反映AI公司盈利压力加剧,消费者需警惕订阅成本飙升。
"Exactly what that dialog looked like between the government and Anthropic and OpenAI is unclear."
AI 点评 · 政府与AI公司共审前沿模型安全,透明度成焦点,监管模式值得关注。
Our work on the hard questions about AI Anthropic
Claude’s new Reflect dashboard doesn’t just visualize how you use AI. It also subtly reinforces how much of your daily work now depends on Anthropic’s chatbot.
Three big AI IPOs are set to generate more value than all the U.S. VC-backed exits since 2000.

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…
AI 点评 · 反思Claude使用习惯,助你提升AI协作效率。
How Claude Performs on Robotics Tasks Anthropic
Evaluate & benchmark AI coding agents and Claude Code skills — sandboxed, reproducible YAML eval suites for Claude Code, Codex & Gemini, with A/B experiments an…
SpaceXAI发布了一款名为Grok 4.5的新型人工智能模型,该模型是与AI编程初创公司Cursor合作打造的,旨在缩小与Anthropic和OpenAI等竞争对手的差距。Grok 4.5旨在处理包括软件工程、法律和金融服务在内的复杂、长期运行任务,并增强了网络安全能力。新模型旨在“处理复杂且耗时较长的任务”,包括许多顶尖AI开发人员重点关注的软件工程领…
AI 点评 · 法律金融场景专用模型,填补专业领域AI短板,行业落地价值显著。

IT之家 7 月 9 日消息,SemiAnalysis 昨日发布的最新报告显示,Anthropic 今年第三季度的利润预计将超过 10 亿美元(IT之家注:现汇率约合 68.02 亿元人民币),并且公司已于今年 6 月 1 日秘密提交了首次公开募股(IPO)申请。若成功上市,Anthropic 将成为迄今规模最大的 AI 实验室 IPO。 该分析指出,Ant…
AI 点评 · 商业价值与上市节奏双重突破,标志AI行业从技术竞赛转向资本变现新阶段。

Today, we're announcing the Claude apps gateway for AWS, a self-hosted control plane that gives organizations a single point of control over access, cost, and policy for Claude Cod…
AI 点评 · 企业级AI部署新方案,统一管理Claude访问权限与成本,解决安全合规痛点。
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
AI 点评 · AI工具无缝融入手机,实现全天候自动化办公,效率革命值得关注。
I am done with articles stating "I used this LLM to do that", or "Look, this agent did that in 2 minutes!". I want content more user-centric, less openai / anthropic, and more "hum…
When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great at text, but they’re…
AI 点评 · 游戏数据比互联网更接近真实物理世界,或成AGI突破关键。
AI 点评 · AI时代软件工程师的门槛被重新定义,挑战传统开发思维。
When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great at text, but they’re…
Claude Code hook toolkit that gives vision-blind models a text description of pasted/tool-produced images.
Anthropic’s Responsible Scaling Policy Anthropic

IT之家 7 月 8 日消息,据彭博社报道,微软已开始在 Excel 和 Outlook 等软件产品中使用内部自研的 MAI 模型来替代 OpenAI 和 Anthropic 的模型,以降低 AI 成本。 知情人士透露,在电子表格和电子邮件应用中,目前每周有数万条 AI 提示由微软自研的 MAI 模型完成,而此前 Excel 和 Outlook 更依赖 Op…
AI 点评 · 微软自研模型替代外部巨头,降低AI成本,标志其技术自主化迈出关键一步。
Open source models’ success isn’t coming at the expense of frontier labs. Instead, they each seem to capture two phases of the same life cycle.
AI 点评 · 开源AI崛起未撼动前沿实验室,揭示技术扩散与创新的双阶段共生模式。
Starting Tuesday, Anthropic's Claude Cowork AI platform will be available on mobile and web for the first time. The expanded access is rolling out first to Max subscribers and comi…
AI 点评 · Claude Cowork移动端上线,AI协作办公场景再扩展,订阅制模式加速落地。
With this update, users can start a task from their desk, get status updates on their phone, and pick up the finished output later — even if their laptop is closed.
Claude’s desktop app is brilliant, but for our own daily work we kept wanting it to be less like a chat app and more like a full-fledged work app. Rowboat is our attempt at that, i…
Release: sqlite-utils 4.0rc4 The last RC before the 4.0 stable release. Mainly implements feedback from a detailed review by Claude Fable 5. Tags: sqlite-utils , claude-mythos-fabl…
Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory
内部发现「类脑空间」,删掉就变傻
鉴于ChatGPT、Claude和Gemini等大型语言模型对消费者财务决策的影响日益增加,英国金融监管机构被敦促考虑对这些模型进行监管。在英国金融市场行为监管局(FCA)委托进行、于周一发布的一份评估报告中,FCA执行董事米尔斯(Sheldon Mills)也强调,企业对少数几家技术供应商的依赖可能带来全系统范围的风险。(新浪财经)
AI 点评 · 监管关注金融领域AI依赖少数巨头,防范系统性风险与消费者保护成关键看点。
The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.
The Making of Claude Code Anthropic

IT之家 7 月 7 日消息,苹果今日向 Vision Pro 用户推送了 visionOS 27.0 开发者预览版 Beta 3 更新(内部版本号:24M5316k),本次更新距离上次发布 Beta / RC 间隔 14 天。 该版本为 Vision Pro 带来了能力与 ChatGPT 和 Claude 相似的 Siri AI,佩戴者可就眼前注视的任何事…
AI 点评 · Siri看懂注视内容,人机交互从被动转向主动,空间计算体验质变。

Anthropic accused of spying on users; engineer says “experiment” is over.
Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI
Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI
✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeling; your AI ships the animation.
✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeling; your AI ships the animation.
A global workspace in language models Anthropic
A global workspace in language models Anthropic
Release: sqlite-utils 4.0rc3 I hoped to release sqlite-utils 4.0 stable this weekend, but as I worked through the backlog of issues and PRs with a combination of Claude Fable 5 and…
阿里禁用 Claude 模型 索尼调整计划,2028 年前发售游戏可继续生产光盘 千问、豆包将下线智能体功能 Android 反垄断案欧洲终审败诉 混动车、商用纯电车将不再免征车船税 电商法修正案征求意见 看看就行的小道消息 少数派的近期动态 你可能错过的好文章 查看全文
Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LO…
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…
AI 点评 · 打造AI原生设计规范,Claude展示系统级提示词工程新范式。
I wrote about the sqlite-utils 4.0rc1 release a couple of weeks ago. Since we only have Claude Fable on our Max subscriptions for a few more days, I decided to see if it could help…
AI 点评 · AI工具辅助开发成本仅149美元,验证了大模型在软件维护中的实用价值。
Release: sqlite-utils 4.0rc2 See sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25) .
AI 点评 · AI自动生成代码的里程碑,低成本产出实用工具引发行业关注。
Better Models: Worse Tools Armin reports on a weird problem he ran into while hacking on Pi: The short version is that newer Claude models sometimes call Pi’s edit tool with extra,…
AI 点评 · 模型越强,工具越弱,揭示AI进化中工具适配的隐秘瓶颈。
Alibaba has reportedly classified Claude Code as high-risk software.
AI 点评 · 阿里禁用Claude Code,凸显中国科技巨头对AI工具数据安全的政策趋严。
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。
AI 点评 · 精简80%提示词,Anthropic示范AI降本新路径,行业效率革命悄然启动。
One of the most interesting tips I got from the Fireside Chat I hosted with Cat Wu and Thariq Shihipar from the Claude Code team at AIE on Wednesday was to let Fable (and to a cert…
AI 点评 · AI团队实操建议:让大模型评判自身输出,提升生成质量。
AI 点评 · 自研芯片打破算力垄断,巨头争夺AI定价权,行业格局或将洗牌。
The June edition of my sponsors-only monthly newsletter is out. If you are a sponsor (or if you start a sponsorship now) you can access it here . This month: Claude Fable 5, GPT-5.…
AI 点评 · 6月简报聚焦Claude Fable 5和GPT-5动态,抢先看两大模型进展,AI迷必读。
At the event "The Briefing: AI for Science" earlier this week, Anthropic announced Claude Science, a new "AI workbench for scientists" that pulls fragmented tools and datasets into…
AI 点评 · AI跨界制药,科学家工作台整合碎片化工具,释放研发新可能。
Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tau…
得益于对AI领域热门企业Anthropic PBC的投资,黑石集团旗下面向富裕人士的私募股权基金5月取得了有史以来最强劲的月度业绩。一封致投资者信函显示,黑石私募股权策略基金的Class I份额在5月实现了4.3%的净回报,今年以来的涨幅达到11.4%。BXPE在第二季度投入超过25亿美元,其中包括对Anthropic的追加投资以及对支付处理商Stripe的…
AI 点评 · 黑石押注AI独角兽获得超额回报,揭示顶级私募如何通过前沿科技投资实现突破性收益。
AI 点评 · AI大厂傲慢回应暴露技术伦理缺失,用户体验成牺牲品,行业需反思责任边界。
The news comes about a week after OpenAI announced its own custom AI chip in a partnership with Broadcom.
AI 点评 · Anthropic与三星合作开发芯片,将加剧AI芯片领域竞争,挑战OpenAI和博通的联盟。
Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.
Microsoft follows Amazon, OpenAI, and Anthropic with its new AI deployment group.
Ben Guez has "a bunch of potential international wives in [his] DMs," thanks to an automated script he set up using OpenClaw, Claude code, and Instagram trials.
Local LLM cost-tracking proxy for OpenAI, Anthropic, Gemini, and pinned OpenRouter calls with token usage, failure, and billing-integrity receipts.
今日热点导览 OpenAI据悉迎来重大技术突破:系统优化使模型推理成本减半 苹果首次上架iPhone16e官翻机,仅有黑色与白色可选 国内航线燃油附加费7月5日起大幅下调 巴菲特“断供”盖茨基金会 董明珠喊话股东:家电不换成格力,凭什么要分红 詹姆斯发文告别湖人 TOP3大新闻 二手豪华燃油车价格大跳水:宾利近27万、保时捷15万 7月1日,在青岛市的陆海汽…

“IT早报”时间,大家好,现在是 2026 年 7 月 2 日星期四,今天的重要科技资讯有: 1、美光 CEO 发声“甩锅”:内存供应失衡别只怪我们,客户 2023 年曾压价到三分之一导致 AI 爆发前没能扩产 美光 CEO 梅赫罗特拉表示,当前内存芯片供应失衡不应全怪芯片商,部分客户曾将价格压至三分之一,导致行业在 AI 需求爆发前投资不足。他警告短缺可能…
AI 点评 · 内存价格博弈、小红书自我复制、AI合规争议,多条行业动态折射科技产业链关键变局。
AI 点评 · 智谱团队推出Claude代码工具ZCode,国产AI编程能力对标国际前沿。
AI 点评 · 新模型混战在即,Sonnet 5意外突袭,但明日Fable与Mythos才是重头戏。

US lifts curbs on Anthropic’s advanced Fable and Mythos models.
AI 点评 · AI安全争议中,Anthropic模型获准全球发布,监管与创新平衡成焦点。
Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type…
3 weeks ago I had a nasty accident and fractured my vertebrae. As I lay in bed I needed something to take my mind off it all so built "Claudoro". Claudoro is a pomodoro timer built…
把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into paste-ready WeChat article HTML.
The Trump administration's erratic approach to AI policymaking has left companies across the industry with little clarity about what will govern future model releases.
After weeks of negotiating with the Trump administration, Anthropic is finally going to be able to bring Claude Fable 5 back online. In a post on X, Anthropic said it plans to begi…
https://xcancel.com/AnthropicAI/status/2072106151890809341
We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll begin restoring access tomorrow, and will share an update soo…
Anthropic 发布 Claude Sonnet 5 和 Claude Science,Google 发布 Nano Banana 2 Lite 和 Gemini Omni Flash 等。 查看全文
Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.
Redeploying Claude Fable 5 Anthropic
Claude Science, an AI workbench for scientists, is now available Anthropic
Introducing Claude Sonnet 5 Anthropic
Claude Science, an AI workbench for scientists, is now available Anthropic
Redeploying Claude Fable 5 Anthropic
Claude Science, an AI workbench for scientists, is now available Anthropic
2026 Multi-Agent AI Town Simulation | Polis Darwin LangGraph
HEWN 2.0 2026: AI Output Router for Precision Summaries & Polished Code
Hi everyone, I started working on nanoeuler after the ban of anthropic's fable because my ambition and dream is to work in the AI field in anthropic. The two interesting reasons th…
Complete Guide 2026: Claude Code Manual – Workflow Pipelines & Adversarial Budget Loops
Best Prompt Engineering Tools for 2026 AI Workflow Optimization
Top 10 Claude Prompt Optimization Frameworks 2026
Ultimate Claude Fable 5 Guide 2026: Use Cases, Integrations & Benchmarks
Single-agent multi-modal system for insurance damage claim verification. #1 globally, HackerRank Orchestrate June 2026 (15,295 registrants). Anthropic, OpenAI,…
Give non-multimodal Claude Code main models the ability to see pasted screenshots — a ~200-line UserPromptSubmit hook.
We built a model router that plugs into coding agents (e.g. Claude Code, Codex, Cursor, etc.) and intelligently sends requests to the best model to serve them. Here's a quick demo…
Anthropic Economic Index Understanding AI’s effects on the economy Anthropic

a tip to get better UI from Codex
Last-night exam-cram coach as a Claude Agent Skill: turns your slides, notes and past papers into a chaptered knowledge base + quiz bank, teaches only what's in…
Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your team and its AI agents (Claude Code, Codex, GitHub Copilot, and more)…
Introducing Claude Tag Anthropic
fak — the Fused Agent Kernel: one Go binary that turns a tool-using agent (Claude Code, Codex, Cursor, any OpenAI/Anthropic/MCP client) into a managed agent: ca…
Free, local, open-source LLM cost analyzer - see where your LLM bill leaks, on your machine.
Local coding-agent orchestrator — DAG of auto-approved, git-worktree-isolated sub-sessions across LLM providers (Claude/Kimi/Grok/DeepSeek/local). AGPL-3.0.
Anthropic and OpenAI's publicly available models are explicitly guard-railed so that they refuse offensive tasks. And their cyber-focussed models are gated for enterprises. This le…
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline.
UmaDev: A coding agent that works like a real dev team, commanding the Claude Code / Codex / OpenCode you already use.
Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — write less code, less prose, and denser…
Evidence-grounded evaluation for AI agents — verifies each claim against the agent's real tool outputs (constrained, evidence-grounded model judgment, not holis…
🎯 从零基础到 AI Agent 全栈工程师 · 110 个详细教程 · 58 万字 · 400+ GitHub 项目精选 · Obsidian 友好 · 中文

everyone's building with it.
Introducing Claude Corps anthropic.com
Six Claude Code skills that harden Opus 4.8 toward frontier behavior — written by Fable 5, pressure-tested on the target model with transcripts included.
An AI-agent skill that generates browser-editable presentations from multiple visual themes, exportable to HTML, PDF, and PPTX.

One step further into the power politics of frontier AI systems.

Claude Fable represents another big jump in AI
Claude Fable 5 and Claude Mythos 5 Anthropic
Claude Fable 5 and Claude Mythos 5 Anthropic

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe no…
Mapping AI-enabled cyber threats: Insights from the LLM ATT&CK Navigator Anthropic

it's Anthropic's time for the mandate of heaven
Agents for financial services Anthropic
Scaling Managed Agents: Decoupling the brain from the hands Anthropic
Project Glasswing: Securing critical software for the AI era Anthropic
Project Glasswing: Securing critical software for the AI era Anthropic
Project Glasswing: Securing critical software for the AI era Anthropic

We often lack the tools for the job, even if the AI is capable enough
Harness design for long-running application development Anthropic
Harness design for long-running application development Anthropic
India Country Brief: The Anthropic Economic Index Anthropic

The artificial intelligence coding revolution comes with a catch: it's expensive. Claude Code , Anthropic's terminal-based AI agent that can write, debug, and deploy code autonomou…

Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company in…
Demystifying evals for AI agents anthropic.com
Demystifying evals for AI agents Anthropic
Demystifying evals for AI agents Anthropic

With the right tools, AI can accomplish impressive things

Nous Research , the open-source artificial intelligence startup backed by crypto venture firm Paradigm , released a new competitive programming model on Monday that it says matches…
Jobs Anthropic
Effective harnesses for long-running agents Anthropic
Effective context engineering for AI agents Anthropic
Effective context engineering for AI agents Anthropic
Effective context engineering for AI agents Anthropic

Two-and-a-half years ago, we flagged a looming “cloud crisis” at AWS. Today, the evidence has mounted. AWS is the crown jewel of the Amazon empire, generating ~60% of group profits…
Guidance on Candidates' AI Usage Anthropic
How we built our multi-agent research system Anthropic
Introducing Anthropic's AI for Science Program Anthropic
Introducing Anthropic's AI for Science Program Anthropic
AI Learning Resources & Guides from Anthropic Anthropic
AI Learning Resources & Guides from Anthropic Anthropic
Building Effective AI Agents Anthropic
Building Effective AI Agents Anthropic
Building Effective AI Agents Anthropic
Introducing the Model Context Protocol Anthropic
Claude Haiku 4.5 Anthropic
Claude Haiku 4.5 Anthropic
Claude Haiku 4.5 Anthropic
Contextual Retrieval in AI Systems Anthropic
Supported countries and regions Anthropic
Core views on AI safety: When, why, what, and how Anthropic
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