Yesterday at London Tech Week we announced the Billion Pound Build competition. Teams can enter to secure a share of £1M in Computer credits by using Perplexity Computer to build their company. The pitch phase is open now and closes on 6 July. https://twitter.com/perplexity_ai/status/2064247043250639341/photo/1
中文: 昨天在伦敦科技周上,我们宣布了“十亿英镑建设”竞赛。 团队可以通过使用Perplexity Computer来建立公司,以获得100万英镑的电脑积分分成。 球场阶段现已开放,将于7月6日结束。
1,500 teams entered the Billion Dollar Build and have been building for 7 weeks. 8 finalists present live on June 9 to our judges @LewisHamilton (7x World Champion Driver), @AravSrinivas (CEO, Perplexity), and @richminer (Co-Founder, Android). Register: https://luma.com/bdb-livereveal https://twitter.com/perplexity_ai/status/2064050181004542414/photo/1
中文: 1500支队伍进入了“十亿美元建设”,并已进行了为期7周的建设。 8名决赛选手将于6月9日现场向评委@LewisHamilton(7x世界冠军车手)、@AravSrinivas(CEO、Perplexity)和@richminer(Android联合创始人)呈现。 注册:
We published new research with Harvard on the shift from chat interfaces to autonomous agents like Computer. Over 3 months, findings show workers using Computer finish tasks in 87% less time at 94% lower cost than Search alone, with higher satisfaction. https://research.perplexity.ai/articles/how-ai-agents-reshape-knowledge-work https://twitter.com/perplexity_ai/status/2064023455453110286/photo/1
中文: 我们与哈佛大学就从聊天界面向计算机等自主代理的转变发表了新研究。 超过3个月的研究结果表明,使用计算机完成任务的时间比仅搜索成本低94%,满意度更高。
Nemotron 3 Ultra is now available for Pro and Max subscribers on Perplexity and Computer. It's @nvidia's new open model built for long-running agents. https://twitter.com/perplexity_ai/status/2062976272436002825/video/1
中文: Nemotron 3 Ultra 现已在 Perplexity 和 Computer 上面向 Pro 和 Max 订阅用户推出。 这是@nvidia为长期运营的代理公司打造的全新开放模式。
Today we're launching the Main Street AI Accelerator with the U.S. Small Business Administration. We're committing $25M in Computer credits, $250 each for up to 100,000 eligible companies, in honor of America's 250th anniversary. Learn more: https://main-street-ai-accelerator.pplx.app/ https://twitter.com/perplexity_ai/status/2062556000394379710/photo/1
中文: 今天,我们将与美国共同推出主街人工智能加速器。小企业管理局 我们承诺提供2500万美元的电脑积分,每笔250美元,用于最多10万家符合条件的公司,以纪念美国成立250周年。 了解更多:
Perplexity Computer is for growing businesses. Computer connects to 400+ tools for every type of company, including Intuit QuickBooks, Vercel, Shopify, Canva, and more. Learn more about how people are using Computer for their business: https://www.perplexity.ai/enterprise/use-cases/growing-businesses https://twitter.com/perplexity_ai/status/2062221423104704753/video/1
中文: 复杂电脑用于发展企业。 计算机连接到适用于各种公司的400多种工具,包括Intuit QuickBooks、Vercel、Shopify、Canva等。 了解更多关于人们如何将计算机用于其业务的信息:
Personal Computer is coming to Windows. Personal Computer for Windows runs on your machine and orchestrates across the apps and files you use every day. We'll roll out first to paying Max and Enterprise Max subscribers on the waitlist. https://twitter.com/perplexity_ai/status/2062189045728596080/video/1
中文: 个人电脑即将进入Windows。 用于Windows的个人计算机在您的机器上运行,并在您每天使用的应用程序和文件之间进行编排。 我们将首先向等待名单上的 Max 和 Enterprise Max 订阅用户付费。
Two new ways to bring your health data into Perplexity. Perplexity now connects to Apple Health on iPhone. Use your sleep, activity, and HRV data in Computer. Function is now available in Perplexity Health. Add labs and ask about biomarkers, blood draws, or panel results. https://twitter.com/perplexity_ai/status/2061902688686887326/video/1
中文: 两种将健康数据带入困惑的新方法。 困惑现在在 iPhone 上连接到 Apple Health。在计算机中使用你的睡眠、活动和HRV数据。 功能现已在“困惑健康”。添加实验室,询问生物标志物、抽血或面板结果。
Today we're announcing that hybrid agentic inference is coming to Perplexity Computer. Computer can split tasks between a local model running on your machine and frontier models in the cloud. This keeps private data on your device and maximizes token efficiency. Coming soon. https://twitter.com/perplexity_ai/status/2061861293569765847/video/1
中文: 今天我们宣布,混合特质推理即将进入《复杂性计算机》。 计算机可以在运行在机器上的本地模型与云端的前沿模型之间分配任务。这能将私密数据保存在您的设备上,并最大限度地提高代币使用效率。 即将推出。
RT @intel: Keeping sensitive data on device while cloud AI adds scale and context, @perplexity_ai @AravSrinivas demonstrates hybrid local s…
中文: RT @intel:在将敏感数据保存在设备上,同时云AI会增加规模和上下文,@perplexity_ai @AravSrinivas 演示了混合本地...
Introducing Search as Code, our new search architecture for AI agents. It writes Python that calls our search stack directly, instead of looping through function calls one at a time. Available in the Perplexity Agent API, and now default in Computer. https://research.perplexity.ai/articles/rethinking-search-as-code-generation https://twitter.com/perplexity_ai/status/2061506359326384319/photo/1
中文: 将搜索作为代码引入,这是我们为人工智能代理设计的新搜索架构。 它编写的 Python 直接调用我们的搜索栈,而不是一次循环使用函数调用。 可在 Perplexity Agent API 中使用,现在默认为计算机。
Claude Opus 4.8 is now available for Max subscribers on Perplexity and Computer. https://twitter.com/perplexity_ai/status/2060049662044962858/video/1
中文: 克劳德·奥弗斯4.8现已在《困惑与计算机》上为Max订阅用户推出。
Perplexity Computer is now available inside Microsoft Excel, Word, PowerPoint, and Outlook. Orchestrate across work with Computer directly in the side panel of your app to draft documents, model, build decks, and handle email. Available now: https://www.perplexity.ai/hub/products/integrations/microsoft https://twitter.com/perplexity_ai/status/2060013442720010598/video/1
中文: Perplexity Computer 现已在 Microsoft Excel、Word、PowerPoint 和 Outlook 中提供。 直接在应用程序的侧面板中与计算机进行对接,以起草文档、建模、搭建甲板并处理电子邮件。 现已上市:
We're open-sourcing the Unigram tokenizer we rebuilt to reduce CPU utilization by 5-6x. Small rerankers and embedders run in single-digit milliseconds on GPU, making CPU tokenization a meaningful share of total latency. https://github.com/perplexityai/pplx-garden https://twitter.com/perplexity_ai/status/2059664738087469511/photo/1
中文: 我们正在开源我们重建的Unigram代币化器,以将CPU利用率降低5-6倍。 小型再排名者和嵌入器在GPU上以个位数毫秒运行,使得CPU令牌化在总延迟中占有重要份额。
RT @Shopify: manage your store with @perplexity_ai Computer do market research, generate product images, and design a theme in parallel a…
中文: RT @Shopify:使用 @perplexity_ai 电脑管理您的店铺 进行市场调研,生成产品图像,并并行设计主题 a...
Today we're open-sourcing Bumblebee, a read-only scanner for macOS and Linux. It checks developer machines for risky packages, extensions, and AI tool configs. Connected to Computer, it can trigger deeper scans whenever a new supply-chain risk emerges. https://github.com/perplexityai/bumblebee https://twitter.com/perplexity_ai/status/2057869990536360334/photo/1
中文: 今天我们开源了Bumblebee,一款适用于macOS和Linux的只读扫描仪。 它检查开发者机器是否配置了高风险的软件包、扩展程序和人工智能工具。 连接到计算机时,每当出现新的供应链风险时,都可能引发更深入的扫描。
We've productionized query-aware compression for faster, cleaner, more-accurate search. Better context is better than more context. Our system cuts context tokens up to 70% while improving answer quality. https://twitter.com/perplexity_ai/status/2057151002105753950/photo/1
中文: 我们生产了查询感知压缩功能,实现更快、更清洁、更准确的搜索。 更好的语境比更多的语境更好。 我们的系统可将上下文令牌降低至70%,同时提升回答质量。
Rho cut weekly meeting time by 90% with Perplexity Computer. Computer checks Slack, Notion, Jira, Figma, and Google Docs, then flags missing tasks and changes the team needs to see. 120 work hours saved during a 12-week project. Read the customer story: https://www.perplexity.ai/enterprise/customers/rho
中文: 使用“困惑电脑”使每周会议时间缩短了90%。 计算机检查Slack、Notion、Jira、Figma和Google Docs,然后标记缺失的任务以及团队需要查看的更改。 在为期12周的项目中节省了120个工时。 阅读客户故事:
Computer now connects to Snowflake. Run end-to-end work against live warehouse data and get answers with SQL, source tables, filters, and metrics. It’s like a personal data science team, on call with accurate answers from live company data. https://twitter.com/perplexity_ai/status/2054945872451129506/video/1
中文: 计算机现在连接到 Snowflake。 使用实时仓库数据进行端到端工作,并使用SQL、源表、筛选器和指标获取答案。 就像一个个人数据科学团队,在电话中提供来自公司实时数据的准确答案。
Computer now connects to Snowflake. Run end-to-end work against live warehouse data and get answers with SQL, source tables, filters, and metrics. It’s like a personal data science team, on call with accurate answers from live company data.
中文: 计算机现在连接到 Snowflake。 使用实时仓库数据进行端到端工作,并使用SQL、源表、筛选器和指标获取答案。 就像一个个人数据科学团队,在电话会议上,从公司的实时数据中获取准确答案。
Computer now connects to Snowflake. Run end-to-end work against live warehouse data and get answers with SQL, source tables, filters, and metrics. It’s like a personal data science team, on call with accurate answers from live company data. https://twitter.com/perplexity_ai/status/2054939506969858384/video/1
中文: 计算机现在连接到 Snowflake。 使用实时仓库数据进行端到端工作,并使用SQL、源表、筛选器和指标获取答案。 就像一个个人数据科学团队,在电话会议上提供来自公司实时数据的准确答案。
Computer is secure by default. Every task runs in its own hardware-isolated sandbox with VPC-level storage and compute separation. Agents are authenticated with short-lived proxy tokens instead of raw API keys. https://twitter.com/perplexity_ai/status/2054608966148374715/photo/1
中文: 计算机默认是安全的。每个任务都运行在自有硬件隔离的沙盒中,并具有VPC级的存储和计算分离。 代理使用短时的代理令牌进行身份验证,而不是使用原始的API密钥。
PayPal runs 74,000 weekly tasks in Perplexity Enterprise. Teams use it for model validation, channel performance, market trend research, competitive intelligence, and product analysis. Read the customer story: https://www.perplexity.ai/enterprise/customers/paypal
中文: PayPal 每周在 Perplexity Enterprise 上运行 74,000 项任务。 团队将其用于模型验证、通道性能、市场趋势研究、竞争情报以及产品分析。 阅读客户故事:
We published new research on how we serve post-trained Qwen3 235B models on NVIDIA GB200 NVL72 Blackwell racks. GB200 is a major step up over Hopper for high-throughput inference on large MoE models, not just a training platform. https://twitter.com/perplexity_ai/status/2054204402144350450/photo/1
中文: 我们发布了关于如何在NVIDIA GB200 NVL72 Blackwell机架上为经过培训的Qwen3 235B型号提供服务的新研究。 GB200 是 Hopper 在大型 MoE 模型上进行高通量推理的重要一步,而不仅仅是一个训练平台。
We've published our internal manual for building agent skills. Skills require a new way of thinking for developers. https://research.perplexity.ai/articles/designing-refining-and-maintaining-agent-skills-at-perplexity
中文: 我们已发布关于培养代理技能的内部手册。 技能需要为开发者提供一种新的思维方式。
Personal Computer is now available to all users in a new Perplexity Mac app. Personal Computer is an advanced version of Perplexity Computer. It operates on any Mac, running tasks across your local files, native Mac apps, the web, and Perplexity’s secure servers. https://twitter.com/perplexity_ai/status/2052445405754040816/video/1
中文: 个人电脑现在已通过一款全新的Perplexity Mac应用程序向所有用户提供。 个人电脑是“困惑计算机”的高级版本。 它可在任何 Mac 上运行,可在本地文件、原生 Mac 应用、网页和 Perplexity 安全服务器上运行。
We’ve developed our own inference engine Runtime-Optimized Serving Engine (ROSE) to serve models ranging from embeddings to trillion-parameter LLMs. With CuTeDSL integrated into our inference engine, Perplexity can build the specialized GPU kernels faster to bring models up to… https://twitter.com/perplexity_ai/status/2052041903970148647/photo/1
中文: 我们开发了自己的推理引擎运行时优化服务引擎(ROSE),用于提供从嵌入到数万亿参数的LLM等各种模型。 将CuTeDSL集成到我们的推理引擎中,Perplexity 能够更快地构建专用的 GPU 内核,从而将模型集成到
Finance Search is now available in the Perplexity Agent API. In one tool call, developers can now retrieve licensed financial datasets, real-time market data, and cited web sources for agents that need current, verifiable financial answers. https://twitter.com/perplexity_ai/status/2052028012313649194/photo/1
中文: 财务搜索现已在Perplexity Agent API中提供。 在一次工具调用中,开发者现在可以为需要当前可验证财务答案的代理获取授权的金融数据集、实时市场数据以及被引用的网络资源。
Perplexity and Computer now connect to premium health sources, starting with NEJM and BMJ Group, with 9 more medical journals and clinical databases on the way. Ask health questions and get answers cited from the same sources relied on by hospitals and research institutions. https://twitter.com/perplexity_ai/status/2051710342242480538/photo/1
中文: Perxupity 和 Computer 现已接入优质健康资源,首先从 NEJM 和 BMJ 集团开始,即将拥有 9 种医学期刊和临床数据库。 提出健康问题,并从医院和研究机构所依赖的相同来源获取答案。
Today we're launching Perplexity Computer for Professional Finance. Finance teams can bring licensed data from providers like Morningstar, PitchBook, Daloopa, and Carbon Arc into Computer. We’ve also added 35 dedicated finance workflows for the work analysts repeat every week. https://twitter.com/perplexity_ai/status/2051693893473935372/video/1
中文: 今天,我们推出Perplexity Computer for Professional Finance。 财务团队可以将来自 Morningstar、PitchBook、Daloopa 和 Carbon Arc 等服务提供商的授权数据带入计算机领域。 我们还为每周重复的工作分析师增加了35个专门的财务工作流程。
Perplexity Computer is now available in Microsoft Teams. Run research, analysis, and document creation directly in your Teams workspace with the same capabilities as Computer. https://twitter.com/perplexity_ai/status/2051362717630632084/video/1
中文: Perplexity Computer 现已在 Microsoft Teams 中提供。 直接在您的 Teams 工作区运行研究、分析和文档创建,其功能与计算机功能相同。
GPT-5.5 is now available on Perplexity for Max subscribers. GPT-5.5 is also rolling out as the default orchestration model in Computer for both Pro and Max subscribers. https://twitter.com/perplexity_ai/status/2047748486767272243/photo/1
中文: GPT-5.5 现已在 Perplexity 上为 Max 订阅用户提供。 GPT-5.5 也正在作为适用于 Pro 和 Max 订阅用户的默认编排模式在 Computer 中推出。
Kimi K2.6, the new state-of-the-art open-weight model from Moonshot, is now available for Pro and Max subscribers. https://twitter.com/perplexity_ai/status/2047145172337836139/photo/1
中文: Kimi K2.6 是 Moonshot 上全新的先进敞口重量型号,现已面向 Pro 和 Max 订阅用户推出。
We've published new research on how we post-train models for accurate search-augmented answers. Our SFT + RL pipeline improves search, citation quality, instruction following, and efficiency. With Qwen models, we match or beat GPT models on factuality at a lower cost. https://twitter.com/perplexity_ai/status/2047016400292839808/photo/1
中文: 我们已发表关于如何在模型上进行精确搜索改进答案的后训验的新研究。 我们的SFT+RL管道可提高搜索、引用质量、指导跟踪和效率。 使用Qwen车型时,我们在事实性方面以更低的成本匹配或战胜了GPT车型。
Claude Opus 4.7 is now the default orchestration model powering Computer. It's also available for Max subscribers on Perplexity web, iOS, and Android. https://twitter.com/perplexity_ai/status/2044828352171888951/photo/1
中文: 克劳德·奥普斯 4.7 现已为计算机提供默认的编排模式。 它也可在 Perplexity 网页、iOS 和 Android 上为 Max 订阅用户使用。
Today we're releasing Personal Computer. Personal Computer integrates with the Perplexity Mac App for secure orchestration across your local files, native apps, and browser. We’re rolling this out to all Perplexity Max subscribers and everyone on the waitlist starting today. https://twitter.com/perplexity_ai/status/2044805973085454518/video/1
中文: 今天我们发布个人电脑。 个人电脑可与Perplexity Mac应用程序集成,可安全地在本地文件、原生应用和浏览器之间进行编排。 我们将从今天起向所有Perplexity Max订阅用户以及所有候补用户推出此服务。
Over the past two weeks, students researched and prepared stock pitches with Perplexity Computer. Now the top 5 finalists will present live for $17,500 in prizes to our panel of judges. Watch today’s live pitches from 9–10:30 AM PST: https://pplx.ai/pitch/finals
中文: 在过去两周里,学生们通过《困惑电脑》进行研究并准备了股票投球。 现在,前五名决赛选手将以17500美元的奖金向评委会现场展示。 观看今天从太平洋时间上午9点至10点30分开始的现场投球:
Computer now connects with Plaid to link bank accounts, credit cards, and loans. Track spending in detail, build custom budget tools, and visualize your net worth alongside your investment portfolio. https://twitter.com/perplexity_ai/status/2042256932397019368/video/1
中文: 计算机现在与Plaid连接,连接银行账户、信用卡和贷款。 详细跟踪支出,构建定制预算工具,并将您的净资产与投资组合进行可视化。
Today we're announcing the Billion Dollar Build. An 8-week competition where teams will use Perplexity Computer to build a company with a path to $1B. Finalists have the opportunity to secure up to $1M in investment from the Perplexity Fund and up to $1M in Computer credits. https://twitter.com/perplexity_ai/status/2041929222135173466/photo/1
中文: 今天我们宣布“十亿美元建设”。 为期8周的竞赛,各团队将使用“困惑电脑”来打造一家可达10亿美元的公司。 入围者可从Perplexity基金获得高达100万美元的投资,并获得最高100万美元的电脑积分。
Perplexity Computer can now help prepare your federal tax return. Select “Navigate my taxes” on Computer to give it a shot. https://twitter.com/perplexity_ai/status/2039740898830073889/video/1
中文: 困惑电脑现在可以帮助准备您的联邦纳税申报表。 在电脑上选择“我的税”以进行试一试。
Today, we're launching the Secure Intelligence Institute. SII partners with top cryptography, security, and ML teams to advance security research and industry collaboration. It is led by Dr. Ninghui Li at Purdue. https://www.perplexity.ai/secure-intelligence-institute https://twitter.com/perplexity_ai/status/2039029140758864314/photo/1
中文: 今天,我们将成立安全情报研究所。 SII 与顶尖的密码学、安全和机器学习团队合作,推动安全研究和行业协作。由博士领导。李宁惠在普渡大学。
Perplexity now powers Samsung’s Browsing Assist in the Samsung Browser on Galaxy Android and Windows. Read more: https://www.perplexity.ai/hub/blog/perplexity-apis-power-ai-browsing-on-samsung-devices
中文: Perxupity 现在为三星在 Galaxy Android 和 Windows 浏览器中的浏览器辅助功能提供支持。 了解更多:
Perplexity Computer now connects to your health apps, wearable devices, lab results, and medical records. Build personalized tools and applications with your health data, or track everything in your health dashboard. https://twitter.com/perplexity_ai/status/2034668608375382346/video/1
中文: Perxupity Computer 现在可连接到您的健康应用程序、可穿戴设备、实验室结果和医疗记录。 使用您的健康数据构建个性化工具和应用程序,或在健康仪表板中跟踪所有内容。
Comet is now available for iOS. Download on the App Store: https://apps.apple.com/us/app/comet-ai-browser-assistant/id6748622471 https://twitter.com/perplexity_ai/status/2034315813105103082/video/1
中文: 彗星现在可在iOS上使用。 在App Store下载:
Comet is now available for iOS. Download on the App Store: https://pplx.ai/comet-ios https://twitter.com/perplexity_ai/status/2034311911463063658/video/1
中文: 彗星现在可在iOS上使用。 在App Store下载:
Today we're launching Comet Enterprise. Now, the most powerful AI browser is available to enterprise teams. Research, automate tasks, and get work done without leaving the browser. https://twitter.com/perplexity_ai/status/2033947232467357874/video/1
中文: 今天我们推出Comet Enterprise。 现在,最强大的人工智能浏览器已面向企业团队。研究、自动化任务,无需离开浏览器即可完成工作。
Computer can now take full control of Comet to complete tasks. When you’re in Comet, Computer spins up a browser agent that can access any site or logged‑in app with your permission, without the need for connectors or MCPs. Available to all Computer users on Comet. https://twitter.com/perplexity_ai/status/2033598416962592813/video/1
中文: 计算机现在可以完全控制彗星来完成任务。 在彗星时,计算机会启动浏览器代理,该代理可在您获得许可的情况下访问任何网站或登录应用程序,而无需使用连接器或MCP。 所有电脑用户都可在Comet上使用。
Computer is now on Android. https://twitter.com/perplexity_ai/status/2033562296077963773/video/1
中文: 电脑现已上市。
NVIDIA’s Nemotron 3 Super is now available in Perplexity, Agent API, and Computer. https://twitter.com/perplexity_ai/status/2032521063918420286/photo/1
中文: NVIDIA 的 Nemotron 3 Super 现已提供 Perplexity、Agent API 和 Computer 的应用程序。
Perplexity Computer is now on mobile. Start any task on any device. Manage Computer from your phone or desktop with cross-device synchronization. Available now for iOS in the Perplexity app. Coming soon to Android. https://twitter.com/perplexity_ai/status/2032494752642568417/video/1
中文: Perxupity Computer 现已开启移动设备。 在任何设备上启动任何任务。通过跨设备同步管理手机或桌面电脑。 现已在 Perplexity 应用中为 iOS 提供。即将登陆安卓系统。
Perplexity Computer is now available for Pro subscribers. Access Computer’s full suite of 20+ advanced models, prebuilt and custom skills, and hundreds of connectors. Max subscribers receive monthly credits and higher spend limits than Pro. https://perplexity.ai/computer https://twitter.com/perplexity_ai/status/2032160576303219185/video/1
中文: Perxupity Computer 现已面向专业订阅用户推出。 Access Computer 提供 20 种以上高级型号、预制和自定义技能,以及数百种连接器。 最大订阅用户每月获得积分,且支出限额高于专业用户。
The Perplexity API platform is now a full-stack, model-agnostic API platform for building agents. It replaces your model provider, search layer, and embeddings, built on the same infrastructure that powers Perplexity. https://twitter.com/perplexity_ai/status/2031828396435771563/photo/1
中文: Perplexity API 平台现在是一个全栈、与模型无关的 API 平台,用于构建代理。 它取代了基于相同支持Perplexity的基础架构构建的模型提供商、搜索层和嵌入。
Introducing Computer for Enterprise Computer runs multi-step workflows across research, coding, design, and deployment. It routes tasks across 20 specialized models and connects to 400+ applications. https://twitter.com/perplexity_ai/status/2031799033489211771/video/1
中文: 为企业版计算机推出 计算机在研究、编码、设计和部署之间运行多步骤工作流程。它在20个专用模型中路由任务,并连接到400多个应用程序。
Announcing Personal Computer. Personal Computer is an always on, local merge with Perplexity Computer that works for you 24/7. It's personal, secure, and works across your files, apps, and sessions through a continuously running Mac mini. https://twitter.com/perplexity_ai/status/2031790180521427166/video/1
中文: 宣布个人电脑。 个人电脑始终与Perplexity Computer保持本地融合,可全天候为您服务。 它具有个性化、安全性,可通过持续运行的 Mac mini 在文件、应用程序和会话中运行。
RT @AskPerplexity: You can now use Claude Code and GitHub CLI directly inside Perplexity Computer. We gave it an open issue on Openclaw. C…
中文: RT @AskPerplexity:现在可以直接在 Perplexity Computer 中使用 Claude Code 和 GitHub CLI。 我们在Openclaw上对此进行了公开的问号。C...