搜索“Anthropic”

ll 的性能测试，随着每批处理的 Token 数量增加，未命中缓存的输入吞吐逐渐提高，最终趋于平缓，继续扩大批次主要增加了单步处理耗时。 纯纯手艺人，Bro。 再看这次同步开源的 Rust 组件 deepseek-recipe，解决的全是开发者天天在生产环境里头疼的脏活累活。 它把 OpenAI 的 Chat Completions、Responses 和 Anthropic 的 Messages 三家 API 协议统一转成同一种格式，还顺手用分段并行编码解决了长文本分词卡顿，外加从底层把 Special Token 注入攻击给堵死了。 到了底层调度，通过 GPU 和 CPU 的异步流水线重叠，硬生生做到了 GPU 全程无空闲，连投机解码 DSpark 都用上了变长验证，在线上生生又抠出来 6% 的吞吐提升。 到了生成回答的 Decode 阶段，性能曲线也呈现出一个直观的取舍，同时处理更多请求，可以提高每张 GPU 的总输出吞吐，但分到每个用户的生成速度也会随之下降。 其实早在 2024 年 DeepSeek V2 降价时梁文锋就讲过，这套商业逻辑就是核算成本后定价，不贴钱，但也绝不赚

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ent for it. @vllm project, @woosuk k Other reactions span a useful range: Strong endorsement: Tim Dettmers judges DeepSeek’s inference stack comparable to OpenAI’s and better than Anthropic’s for its user scale; Graham Neubig points to the official API’s speed and price. Neither supplies a matched cross-lab benchmark. QuixiAI says the release will inform SlimServe. @Tim Dettmers, @gneubig, @QuixiAI Deployment skepticism: Su Jin Yan finds the engineering article more valuable than the repository

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ent for it. @vllm project, @woosuk k Other reactions span a useful range: Strong endorsement: Tim Dettmers judges DeepSeek’s inference stack comparable to OpenAI’s and better than Anthropic’s for its user scale; Graham Neubig points to the official API’s speed and price. Neither supplies a matched cross-lab benchmark. QuixiAI says the release will inform SlimServe. @Tim Dettmers, @gneubig, @QuixiAI Deployment skepticism: Su Jin Yan finds the engineering article more valuable than the repository

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注 9索尼更新高端Walkman产品线：三款新旗舰亮相 顶级型号售价高达5899美元 10国内玩家疑因想买《GTA6》 最后和老婆离婚了 1 Windows 11 26H2 ISO镜像已发布 微软同时更新安装介质并延续小型启用包机制 阅读 (1994) 评论 (1) 2 中国女主播坐上“付费旋转椅” 观众花50元可转一圈 奇特直播模式引发全球热议 阅读 (1328) 评论 (2) 3 Google研究员称Windows NT内核设计至今仍让Linux相形见绌 阅读 (1317) 评论 (3) 4转转“神秘眼镜女”称被造黄谣 已报警 5“车子我肯定不要了”尊界V800刹车踏板被踩断 车主急忙退订 专家直指严重缺陷 6王自如劝退iPhone 18 Pro：一场关于“换机价值”的公开讨论 7Anthropic已限制华为AI芯片使用Claude Opus 5.5开发前沿模型 8懂车帝再发布测试视频：智界V9等多款车型六次制动未出现刹车踏板支架断裂 9《街霸》电影春丽演员回应粗大腿"造假"：我没空P图 10Claude想让中国人全被封号：天才AI的访问头脑战 created by ceallan

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注 9索尼更新高端Walkman产品线：三款新旗舰亮相 顶级型号售价高达5899美元 10国内玩家疑因想买《GTA6》 最后和老婆离婚了 1 Windows 11 26H2 ISO镜像已发布 微软同时更新安装介质并延续小型启用包机制 阅读 (1994) 评论 (1) 2 中国女主播坐上“付费旋转椅” 观众花50元可转一圈 奇特直播模式引发全球热议 阅读 (1328) 评论 (2) 3 Google研究员称Windows NT内核设计至今仍让Linux相形见绌 阅读 (1317) 评论 (3) 4转转“神秘眼镜女”称被造黄谣 已报警 5“车子我肯定不要了”尊界V800刹车踏板被踩断 车主急忙退订 专家直指严重缺陷 6王自如劝退iPhone 18 Pro：一场关于“换机价值”的公开讨论 7Anthropic已限制华为AI芯片使用Claude Opus 5.5开发前沿模型 8懂车帝再发布测试视频：智界V9等多款车型六次制动未出现刹车踏板支架断裂 9《街霸》电影春丽演员回应粗大腿"造假"：我没空P图 10Claude想让中国人全被封号：天才AI的访问头脑战 created by ceallan

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odels are already dirt cheap . DeepInfer fills the last gap for running them even more cheaply. The goal is "to help the community lower compute costs, reduce energy use, and make AI more affordable," the company said on X . But the release also adds pricing pressure on Western providers like OpenAI and Anthropic. Given the AI race between China and the US, the move could be politically motivated too. If Western AI companies miss their growth targets, that's a risk for the US economy and beyond.

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华为的加入已经引起了更广泛开发者社区的关注。在 Reddit 的一场讨论中，一位评论者将这两个受支持的硬件平台列为这条新闻的亮点，而另一位评论者则指出，DeepSeek 源自量化金融，这可能是其技术专长的原因之一。 “DeepSeek 再次证明了高频交易者在优化性能方面有多擅长……而且还是在昇腾 NPU 上！！，”这位评论者写道。 另一位用户似乎是在调侃 Anthropic 的 Claude Opus 5.5，此前有报道称，涉及为华为 AI 芯片进行内核编程的请求可能会触发防护机制，将某些高级 AI 开发任务重定向到较旧的模型。 “别让 Opus 5.5 看到这个！它会删掉昇腾支持的，”这位用户开玩笑说。 值得注意的是，Nvidia 和华为实现版本的功能支持有所不同。DeepInfer 的批次不变推理和确定性采样功能有助于确保在指定条件下输出可复现，但这些功能仅在 Nvidia 硬件上可用。DeepSeek 公布的性能测量数据也使用 Nvidia GPU，其中 4 块 SM100 GPU 用于预填充，64 块用于解码，这就留下了该框架在华为芯片上相比表现如何的疑问。 对于无法获得这两

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请求里带图片的，还会先交给单独部署的图像编码服务。 实践中，两边需要的卡数差不多是1比1。按官方的建议，想要效率高，最小部署单元是64卡Prefill加64卡Decode。 官方API那套逻辑，也开源了 请求进门后，先过deepseek-recipe这一关。 眼下主流的API格式有三种，OpenAI的Chat Completions和Responses，加上Anthropic的Messages。 deepseek-recipe把它们统一转成同一种对话格式，再按模型版本拼好prompt、编码成Token。模型输出的Token，也由它翻译回各家格式，流式返回。 它还顺手堵了一个口子。DeepSeek的模型靠一批特殊Token标记对话结构，比如用户发言从哪开始、思考到哪结束、什么时候调用工具。 96%的输入，不用再算第二遍 Agent每调用一次工具，都要把系统提示、工具说明，连同之前每一轮的回复和工具结果，整个重新发给模型。 这里面绝大部分，上一轮早就算过了。 DeepSeek的做法是，把算过的KV缓存存下来，下一轮只算新增的那一截。前提是前缀必须从第一个Token起完全一致，中间重复的内容

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he AI agents a company uses. Guardian Agents is part of Project Perception, a product introduced in June. Project Perception was Microsoft’s answer to powerful hacking models like Anthropic’s Mythos and Fable and OpenAI’s security vulnerability scanning system Daybreak. Project Perception originally launched three classes of agents: a “red team” that acted like hackers and attacked, a “blue team” that detected the red team and assessed the vulnerabilities they found, and a “green team” tasked wi

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也是个硬约束，企业级负载大概率要排队。另外，把搜索和抓取绑定在自家API里，意味着开发者的数据管道进一步向单一厂商集中，这在多云策略盛行的当下，未必是每个团队都愿意接受的依赖。 更大的图景是，这条产品线暴露了DeepSeek的野心边界正在扩张。从模型到Harness框架，再到搜索引擎，DeepSeek在沿着Agent的技术栈一层层往下吃。搜索是互联网的入口级基础设施，敢碰它的模型公司不多——Google自己就是搜索引擎，OpenAI靠Bing，Anthropic至今没有公开的自研搜索。DeepSeek选了最重的那条路，好处是数据和体验闭环，代价是要同时打赢模型战和搜索战两场仗。 结尾 千次 5元，这个价格在AI基础设施的语境里几乎等于免费——但"免费试用、到期收费"的节奏，恰恰是平台级生意的经典起手式。DeepSeek用一个月时间让Harness、Claude Code、Codex里的开发者习惯"模型自己会上网"，然后轻轻拧上计费阀门。对Agent生态来说，联网能力从"选配"变成"标配"的转折点，可能就藏在这则不起眼的定价公告里。接下来要看的，是搜索引擎的质量能不能撑住这个野心的重量。

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l the least.” The controls start with finding agents. Microsoft’s discovery tools can now spot 60 types of local agents on employee machines after 35 were added. The list includes Anthropic PBC’s Claude Code and OpenAI Group PBC’s Codex, as well as GitHub Copilot from Microsoft’s own GitHub unit. The company is also extending Microsoft Entra Agent ID to give those agents, and unknown ones its sensors find, identities of their own. Once found, each agent carries a continuously updated risk score

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committed to supporting the PyTorch ecosystem by providing Trainium resources for PyTorch CI/CD infrastructure and contributing to open source PyTorch projects. Special thanks to Anthropic, Anyscale, Amazon AGI, Amazon Rufus, ByteDance, Cartesia, Clay Foundation, Databricks, Decart, Deepgram, Hugging Face, Karakuri, Lieber Institute for Brain Development, Meta, MIT, Neura Robotics, NinjaTech AI, Nota AI, Odyssey, PDT Partners, poolside, Qube Research and Technologies, RadixArk, Ricoh, Rivian, S

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参与评论评论千万条，友善第一条登录后参与讨论提交评论0/1000你可能也喜欢这些文章从记者到千亿富豪，“最牛文科生”赌中AI美光崛起背后：美国内存“独苗”的生存战、资本博弈与AI重生重磅！OpenAI之后，AI再破广义黎曼猜想还没IPO，OpenAI 600名员工已套现66亿美元龙虾凉了，Muse凭什么火？当初天价挖人合理吗？亚历山大王最新访谈回应一切刚刚，Anthropic宣布奇点已至！AI或把美国GDP推上44万亿美元世界首富的孙子，创业30年公司要破产了4.99美元的AI医生前华为车BU世界模型基模负责人创业，杭州具身大脑公司获近亿元融资｜硬氪首发字母AI特邀作者 聚焦前沿科技，抢先看到未来。发表文章499篇 最近内容从记者到千亿富豪，“最牛文科生”赌中AI4小时前许愿式编程发布，谁说梁文锋不宠“小白”？11小时前论人情世故，腾讯这批闯祸的Agent上大分了2026-10-16阅读更多内容，狠戳这里查看AI测评DeepSeek豆包千问选靠谱AI，看真实评测查看36氪AI测评官方交流社区加入咨询项目审核和入驻联系36氪项目推荐订阅号关注 36氪欧洲站36氪欧洲站36氪欧洲站Ai产品

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r agents live in web apps, mobile apps, Slack, and Teams. CLiF runs on AG-UI, so it works with any agent harness and any model underneath. AG-UI is supported by Google, Microsoft, Anthropic, Amazon, and Oracle, along with frameworks including LangChain, Mastra, Pydantic AI, Google ADK, and more. Agent adoption outside central oversight: As teams adopt agent tooling on their own, it gets harder to know what each agent has learned and why. Every CLiF skill goes through human review, traces back to

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servers. For defense, providers are shipping specialized models with restricted access instead. OpenAI only hands out the less restricted GPT-5.5-Cyber to verified defenders, and Anthropic takes a similar approach with its strongest model, running Claude Mythos 5 through the Claude Security scanner and partner security products . Both Mythos 5 and OpenAI's strongest model, GPT-6 Astra, are missing from the Orion-1 comparison, and with Opus 5.5, the benchmark results may largely reflect answers

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ts hosted API and processes data in the U.S., and the company offers zero data retention to enterprise customers. Staying inside Workday Hellermark also showed Sana working inside Anthropic’s Claude. That’s an AI-to-AI integration, Gerrit Kazmaier, Workday’s president of product and technology, said in the briefing, and users lose the Jev-driven interface and some context along the way. Workday’s May partnership with Google Cloud already covers A2UI , Google’s spec for agents to describe interfa

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ws briefSerious vulnerability threatens tens of thousands of Exchange servers Sep 3, 2026 2 mins; newsOlder workers are more bullish on AI than younger ones Sep 1, 2026 1 min; newsAnthropic’s new framework will let AI agents control hardware Aug 28, 2026 1 min; newsMicrosoft moves to limit AI use by its employees Aug 5, 2026 1 min Show me more Google positions Gemini 4 Argon for long-horizon agentic work China clears Alibaba’s Qwen AI just in time for iPhone Duo Microsoft knows it robbed publish

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g relevant information at every stage of functions such as financial closing or preparation of workforce plans by HR. Sana also works within other AI tools and platforms including Anthropic Claude, Google Cloud’s Gemini Enterprise, and Microsoft Copilot, as well as within Microsoft Teams and Slack. But, Workday said in its announcement, “third-party AI tools and platforms never get raw access to Workday data — they can now access this data through Sana, and Sana does the reasoning, applies each

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练观测中发现 scaling law 的自动化方法：https://arxiv.org/abs/2507.21184 [^ref14]: AdderBoard ，面向神经网络加法任务的公开参数效率榜单与实现仓库：https://github.com/anadim/AdderBoard [^ref15]: Gushu Li、Yufei Ding 与 Yuan Xie， “Tackling the Qubit Mapping Problem for NISQ-Era Quantum Devices” ，提出 SABRE 量子比特映射与路由方法：https://arxiv.org/abs/1809.02573 [^ref16]: Botzone ，北京大学开发的在线程序对战与 AI 竞技平台；本文排名基于相应黑白棋赛道的公开参赛程序：https://botzone.org.cn/ [^ref17]: Anthropic， Claude Code Goal Mode ，用于以目标驱动方式执行较长程编码与迭代任务的官方文档：https://code.claude.com/docs/en/goal

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ardware and infrastructure team. Maia 300 is also a key part of Microsoft’s own AI model work, and could help the company achieve its goal of catching up with Google DeepMind, OpenAI, and Anthropic. “We have to work across the full stack, all the way down to the silicon,” says Microsoft AI CEO Mustafa Suleyman. “At that scale we need a platform that we own, and that we co-design with our models. That’s why running our Microsoft AI models on top of the Maia chip is a critical focus for our team.”

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