{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T05:20:57.982Z","headline":"Ethan Mollick 最新AI使用指南：从聊天转向智能体系统","description":"Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。Gemini 因缺乏 Codex/ChatGPT Work/Cowork 类产品而落选。","url":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/","mainEntityOfPage":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/","datePublished":"2026-07-27T21:55:53.000Z","dateModified":"2026-07-27T21:55:53.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://simonwillison.net/2026/Jul/27/an-opinionated-guide-to-which-ai-to-use-to-do-stuff","https://aihot.virxact.com/items/cms3tn30g0242ro82kyilr1xw"],"canonicalUrl":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/","dateCreated":"2026-07-27T21:55:53.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"Simon Willison 博客 source article","url":"https://simonwillison.net/2026/Jul/27/an-opinionated-guide-to-which-ai-to-use-to-do-stuff","datePublished":"2026-07-27T21:55:53.000Z","provider":{"@type":"Organization","name":"Simon Willison 博客","url":"https://simonwillison.net/2026/Jul/27/an-opinionated-guide-to-which-ai-to-use-to-do-stuff"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cms3tn30g0242ro82kyilr1xw","datePublished":"2026-07-27T21:55:53.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cms3tn30g0242ro82kyilr1xw"}}],"aggregationSource":"Simon Willison 博客","originalPublisher":{"name":"Simon Willison 博客","url":"https://simonwillison.net/2026/Jul/27/an-opinionated-guide-to-which-ai-to-use-to-do-stuff"},"article":{"id":"cms3tn30g0242ro82kyilr1xw","slug":"cms3tn30g0242ro82kyilr1xw","url":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/","title":"Ethan Mollick 最新AI使用指南：从聊天转向智能体系统","title_en":"An opinionated guide to which AI to use to do stuff","summary":"Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。Gemini 因缺乏 Codex/ChatGPT Work/Cowork 类产品而落选。","source":"Simon Willison 博客","sourceUrl":"https://simonwillison.net/2026/Jul/27/an-opinionated-guide-to-which-ai-to-use-to-do-stuff","aiHotUrl":"https://aihot.virxact.com/items/cms3tn30g0242ro82kyilr1xw","publishedAt":"2026-07-27T21:55:53.000Z","category":"技巧观点","score":62,"selected":false,"articleBody":["An opinionated guide to which AI to use to do stuff：https://www.oneusefulthing.org/p/an-opinionated-guide-to-which-ai-b22 . It's interesting watching the evolution of Ethan Mollick's guide over time.","A year ago：https://www.oneusefulthing.org/p/using-ai-right-now-a-quick-guide it was still all about chat - ChatGPT, Claude, Gemini - with o3, Claude 4 Opus, and Gemini 2.5 Pro as the models and Deep Research as a useful alternative mode.","Today it's much more about agentic systems - \"where the AI is capable of doing the equivalent of many hours of real human work in one go\".","Gemini has fallen off Ethan's list, since Google still doesn’t have an established entry in the Codex/ChatGPT Work/Cowork category. Gemini Spark：https://gemini.google/overview/agent/spark/ has yet to prove itself!","Ethan offers a useful explanation of the ways you can give ChatGPT or Claude a computer to use:","To use the computers provided by the AI companies, the mode you want is called ChatGPT Work in ChatGPT, and Cowork in Claude (the naming will not get less confusing, I am sorry to say). [...]","The most powerful way to use AI is to give it access to your computer. You do that by downloading the ChatGPT or Claude apps and picking a mode to use. ChatGPT's two agent modes are Work and Codex; Claude's are Cowork and Code. The names do not map onto each other in any way that will help you remember them. And yes, these use the same names as the Work and Cowork modes we discussed above, but operate differently, and have more features and capabilities because they can access your computer.","I think the difference between ChatGPT Work on a mobile device and ChatGPT Work inside the desktop app (where it's effectively a less intimidating skin on top of Codex) is spectacularly unintuitive.","Short version: if you flip ChatGPT mobile from \"Chat\" to \"Work\" mode you get a version where its Code Interpreter container is no longer restricted from accessing the internet!","This is a link post by Simon Willison, posted on 27th July 2026：/2026/Jul/27/.","Sponsor me for $10/month and get a curated email digest of the month's most important LLM developments."],"articleImages":[],"mediaStatus":"none","articleBodyZh":["一本关于使用哪种 AI 来做事情的有观点的指南：https://www.oneusefulthing.org/p/an-opinionated-guide-to-which-ai-b22。观察 Ethan Mollick 的指南随时间演变非常有趣。","一年前：https://www.oneusefulthing.org/p/using-ai-right-now-a-quick-guide 仍然完全围绕聊天——ChatGPT、Claude、Gemini——模型是 o3、Claude 4 Opus 和 Gemini 2.5 Pro，Deep Research 作为一个有用的替代模式。","今天它更多关注代理系统——“AI 能够一次完成相当于人类多小时工作的任务”。","Gemini 已经从 Ethan 的列表中掉出，因为 Google 在 Codex/ChatGPT Work/Cowork 类别中仍没有确立的入口。Gemini Spark：https://gemini.google/overview/agent/spark/ 还未证明自己！","Ethan 提供了一个关于如何让 ChatGPT 或 Claude 使用计算机的有用说明：","要使用 AI 公司提供的计算机，你需要选择的模式在 ChatGPT 中叫 ChatGPT Work，在 Claude 中叫 Cowork（命名不会变得更容易理解，抱歉）。[...]","使用 AI 的最强方式是给它访问你的计算机。你可以通过下载 ChatGPT 或 Claude 应用并选择一个模式来使用。ChatGPT 的两个代理模式是 Work 和 Codex；Claude 的是 Cowork 和 Code。这些名称在任何方面都没有对应关系帮助你记住它们。是的，这些名称与我们上面讨论的 Work 和 Cowork 模式相同，但操作方式不同，并且由于可以访问你的计算机，它们具有更多功能和能力。","我认为在移动设备上使用 ChatGPT Work 与在桌面应用中使用 ChatGPT Work（在桌面上它实际上是 Codex 上的一个不那么让人害怕的界面）之间的差别极其不直观。","简而言之：如果你将 ChatGPT 移动端从“聊天”切换到“工作”模式，你会得到一个其代码解释器容器不再受互联网访问限制的版本！","这是 Simon Willison 的一个链接帖，发表于 2026 年 7 月 27 日：/2026/Jul/27/。","每月赞助我 10 美元，即可获得一个精选邮件摘要，包含本月最重要的 LLM 发展。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：产品与工具类动态的价值取决于它是否解决明确场景、能否进入工作流，以及交付、价格和数据安全是否可接受。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察产品是否开放使用、用户反馈、定价、集成能力和后续版本更新。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-28T05:28:54.609Z","sourceHash":"d0652e2830d3aaae","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["技巧观点","Simon Willison 博客"],"translations":{"zh-CN":{"title":"Ethan Mollick 最新AI使用指南：从聊天转向智能体系统","summary":"Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。Gemini 因缺乏 Codex/ChatGPT Work/Cowork 类产品而落选。","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick 最新AI使用指南：从聊天转向智能体系统 - Aioga AI资讯","description":"Ethan Mollick 的最新指南显示，AI 使用已从聊天转向智能体系统，即\"AI 能一次性完成相当于人类数小时的工作\"。Gemini 因缺乏 Codex/ChatGPT Work/Cowork 类产品而落选。","url":"https://www.aioga.com/news/cms3tn30g0242ro82kyilr1xw/"},"en":{"title":"Ethan Mollick's Latest AI Usage Guide: From Chat to Agent Systems","summary":"Ethan Mollick's latest guide shows that AI usage has shifted from chat to agent systems, meaning \"AI can accomplish in one go what would take humans several hours.\" Gemini was excluded due to the lack of Codex/ChatGPT Work/Cowork type products.","category":"Insights","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick's Latest AI Usage Guide: From Chat to Agent Systems - Aioga AI News","description":"Ethan Mollick's latest guide shows that AI usage has shifted from chat to agent systems, meaning \"AI can accomplish in one go what would take humans several hours.\" Gemini was excl...","url":"https://www.aioga.com/en/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:22:39.328Z"},"ja":{"title":"イーサン・モリック最新AI使用ガイド：チャットからエージェントシステムへ","summary":"イーサン・モリックの最新ガイドは、AI の使用がチャットからエージェントシステムに移行したことを示しており、つまり「AI が人間の数時間に相当する作業を一度に完了できる」ということです。Gemini は Codex/ChatGPT Work/Cowork のような製品がないため、選外となりました。","category":"ヒントと視点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"イーサン・モリック最新AI使用ガイド：チャットからエージェントシステムへ - Aioga AIニュース","description":"イーサン・モリックの最新ガイドは、AI の使用がチャットからエージェントシステムに移行したことを示しており、つまり「AI が人間の数時間に相当する作業を一度に完了できる」ということです。Gemini は Codex/ChatGPT Work/Cowork のような製品がないため、選外となりました。","url":"https://www.aioga.com/ja/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:22:46.158Z"},"ko":{"title":"Ethan Mollick 최신 AI 사용 가이드: 채팅에서 에이전트 시스템으로 전환","summary":"Ethan Mollick의 최신 가이드에 따르면, AI 사용은 채팅에서 에이전트 시스템으로 전환되었으며, 즉 \"AI가 한 번에 인간이 몇 시간 동안 할 수 있는 작업을 수행\"할 수 있습니다. Gemini는 Codex/ChatGPT Work/Cowork와 같은 제품이 부족하여 제외되었습니다.","category":"인사이트","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick 최신 AI 사용 가이드: 채팅에서 에이전트 시스템으로 전환 - Aioga AI 뉴스","description":"Ethan Mollick의 최신 가이드에 따르면, AI 사용은 채팅에서 에이전트 시스템으로 전환되었으며, 즉 \"AI가 한 번에 인간이 몇 시간 동안 할 수 있는 작업을 수행\"할 수 있습니다. Gemini는 Codex/ChatGPT Work/Cowork와 같은 제품이 부족하여 제외되었습니다.","url":"https://www.aioga.com/ko/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:23:23.673Z"},"es":{"title":"La guía más reciente de Ethan Mollick sobre el uso de la IA: de chat a sistemas de agentes inteligentes","summary":"La última guía de Ethan Mollick muestra que el uso de la IA ha pasado de los chats a los sistemas de agentes inteligentes, es decir, \"la IA puede realizar de una sola vez el trabajo equivalente a varias horas de un humano\". Gemini quedó excluido por la falta de productos tipo Codex/ChatGPT Work/Cowork.","category":"Ideas","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"La guía más reciente de Ethan Mollick sobre el uso de la IA: de chat a sistemas de agentes inteligentes - Aioga Noticias de IA","description":"La última guía de Ethan Mollick muestra que el uso de la IA ha pasado de los chats a los sistemas de agentes inteligentes, es decir, \"la IA puede realizar de una sola vez el trabaj...","url":"https://www.aioga.com/es/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:23:20.427Z"},"fr":{"title":"Le dernier guide d'utilisation de l'IA par Ethan Mollick : passer des chatbots aux systèmes d'agents intelligents","summary":"Le dernier guide d'Ethan Mollick montre que l'utilisation de l'IA est passée du chat aux systèmes d'agents intelligents, c'est-à-dire que l'IA peut accomplir en une seule fois l'équivalent de plusieurs heures de travail humain. Gemini a été écarté en raison de l'absence de produits de type Codex/ChatGPT Work/Cowork.","category":"Analyses","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Le dernier guide d'utilisation de l'IA par Ethan Mollick : passer des chatbots aux systèmes d'agents intelligents - Aioga Actualités IA","description":"Le dernier guide d'Ethan Mollick montre que l'utilisation de l'IA est passée du chat aux systèmes d'agents intelligents, c'est-à-dire que l'IA peut accomplir en une seule fois l'éq...","url":"https://www.aioga.com/fr/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:24:05.627Z"},"de":{"title":"Ethan Mollick neuester KI-Nutzungsleitfaden: Vom Chat zur Agentensysteme","summary":"Ethan Mollicks neuester Leitfaden zeigt, dass die Nutzung von KI sich von Chats zu Agentensystemen verlagert hat, also \"KI kann auf einmal eine Arbeit erledigen, die Menschen mehrere Stunden kosten würde\". Gemini fiel aufgrund des Fehlens von Produkten wie Codex/ChatGPT Work/Cowork durch.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick neuester KI-Nutzungsleitfaden: Vom Chat zur Agentensysteme - Aioga KI-News","description":"Ethan Mollicks neuester Leitfaden zeigt, dass die Nutzung von KI sich von Chats zu Agentensystemen verlagert hat, also \"KI kann auf einmal eine Arbeit erledigen, die Menschen mehre...","url":"https://www.aioga.com/de/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:24:03.254Z"},"pt-BR":{"title":"Guia mais recente de uso de IA de Ethan Mollick: de chats para sistemas de agentes inteligentes","summary":"O guia mais recente de Ethan Mollick mostra que o uso de IA mudou de chat para sistemas de agentes inteligentes, ou seja, \"IA capaz de realizar de uma só vez o equivalente a várias horas de trabalho humano\". Gemini ficou de fora por não ter produtos do tipo Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Guia mais recente de uso de IA de Ethan Mollick: de chats para sistemas de agentes inteligentes - Aioga Notícias de IA","description":"O guia mais recente de Ethan Mollick mostra que o uso de IA mudou de chat para sistemas de agentes inteligentes, ou seja, \"IA capaz de realizar de uma só vez o equivalente a várias...","url":"https://www.aioga.com/pt-BR/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:24:44.174Z"},"ru":{"title":"Новое руководство по использованию ИИ от Итана Моллика: от чатов к системам агентов","summary":"Последнее руководство Итана Моллика показывает, что использование ИИ сместилось от чатов к системам агентов, то есть «ИИ способен выполнить за один раз работу, эквивалентную нескольким часам работы человека». Gemini не попала в список из-за отсутствия продуктов типа Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Новое руководство по использованию ИИ от Итана Моллика: от чатов к системам агентов - Aioga Новости ИИ","description":"Последнее руководство Итана Моллика показывает, что использование ИИ сместилось от чатов к системам агентов, то есть «ИИ способен выполнить за один раз работу, эквивалентную нескол...","url":"https://www.aioga.com/ru/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:24:41.864Z"},"ar":{"title":"دليل إيثان مولكليك الأخير لاستخدام الذكاء الاصطناعي: من الدردشة إلى أنظمة الوكلاء الذكية","summary":"يُظهر الدليل الأخير لإيثان موليك أن استخدام الذكاء الاصطناعي قد تحوّل من الدردشة إلى أنظمة الوكلاء، أي \"يمكن للذكاء الاصطناعي إتمام ما يعادل ساعات عديدة من العمل البشري مرة واحدة\". تم استبعاد جيميني بسبب نقص منتجات مثل Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"دليل إيثان مولكليك الأخير لاستخدام الذكاء الاصطناعي: من الدردشة إلى أنظمة الوكلاء الذكية - Aioga أخبار الذكاء الاصطناعي","description":"يُظهر الدليل الأخير لإيثان موليك أن استخدام الذكاء الاصطناعي قد تحوّل من الدردشة إلى أنظمة الوكلاء، أي \"يمكن للذكاء الاصطناعي إتمام ما يعادل ساعات عديدة من العمل البشري مرة واحدة\"....","url":"https://www.aioga.com/ar/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:25:20.488Z"},"hi":{"title":"एथन मोलिक नवीनतम एआई उपयोग गाइड: चैट से एजेंट सिस्टम की ओर","summary":"एथन मोलिक की नवीनतम मार्गदर्शिका दिखाती है कि एआई का उपयोग चैट से एजेंट सिस्टम की ओर बढ़ गया है, अर्थात \"एआई एक बार में मानव के कई घंटों के काम के बराबर कार्य कर सकता है\"। जेमिनी को Codex/ChatGPT वर्क/कोवर्क जैसी उत्पादों की कमी के कारण बाहर छोड़ दिया गया।","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"एथन मोलिक नवीनतम एआई उपयोग गाइड: चैट से एजेंट सिस्टम की ओर - Aioga AI समाचार","description":"एथन मोलिक की नवीनतम मार्गदर्शिका दिखाती है कि एआई का उपयोग चैट से एजेंट सिस्टम की ओर बढ़ गया है, अर्थात \"एआई एक बार में मानव के कई घंटों के काम के बराबर कार्य कर सकता है\"। जेमिनी क...","url":"https://www.aioga.com/hi/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:25:30.022Z"},"it":{"title":"La guida più recente di Ethan Mollick sull'uso dell'IA: dal chat al sistema di agenti intelligenti","summary":"L'ultima guida di Ethan Mollick mostra che l'uso dell'IA è passato dalla chat ai sistemi agenti, cioè \"l'IA può completare in una volta ciò che corrisponde a diverse ore di lavoro umano\". Gemini è stato escluso a causa della mancanza di prodotti come Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"La guida più recente di Ethan Mollick sull'uso dell'IA: dal chat al sistema di agenti intelligenti - Aioga Notizie IA","description":"L'ultima guida di Ethan Mollick mostra che l'uso dell'IA è passato dalla chat ai sistemi agenti, cioè \"l'IA può completare in una volta ciò che corrisponde a diverse ore di lavoro...","url":"https://www.aioga.com/it/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:26:08.473Z"},"nl":{"title":"Ethan Mollick nieuwste AI-gebruiksgids: van chatten naar agentensystemen","summary":"De nieuwste gids van Ethan Mollick toont aan dat het gebruik van AI is verschoven van chat naar agentensystemen, namelijk \"AI kan in één keer werk doen dat gelijkstaat aan meerdere uren van een mens\". Gemini werd uitgesloten vanwege het ontbreken van Codex/ChatGPT Work/Cowork-achtige producten.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick nieuwste AI-gebruiksgids: van chatten naar agentensystemen - Aioga AI-nieuws","description":"De nieuwste gids van Ethan Mollick toont aan dat het gebruik van AI is verschoven van chat naar agentensystemen, namelijk \"AI kan in één keer werk doen dat gelijkstaat aan meerdere...","url":"https://www.aioga.com/nl/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:26:03.338Z"},"tr":{"title":"Ethan Mollick'in En Son AI Kullanım Rehberi: Sohbetten Akıllı Sistemlere Geçiş","summary":"Ethan Mollick'in en son rehberi, yapay zeka kullanımının sohbetten ajan sistemlerine kaydığını gösteriyor, yani \"AI, bir kerede insanın birkaç saat sürecek işini tamamlayabiliyor\". Gemini, Codex/ChatGPT Work/Cowork gibi ürünlerin eksikliği nedeniyle elendi.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick'in En Son AI Kullanım Rehberi: Sohbetten Akıllı Sistemlere Geçiş - Aioga AI Haberleri","description":"Ethan Mollick'in en son rehberi, yapay zeka kullanımının sohbetten ajan sistemlerine kaydığını gösteriyor, yani \"AI, bir kerede insanın birkaç saat sürecek işini tamamlayabiliyor\"....","url":"https://www.aioga.com/tr/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:26:49.066Z"},"vi":{"title":"Hướng dẫn sử dụng AI mới nhất của Ethan Mollick: Từ trò chuyện sang hệ thống tác nhân thông minh","summary":"Hướng dẫn mới nhất của Ethan Mollick cho thấy việc sử dụng AI đã chuyển từ trò chuyện sang các hệ thống tác nhân thông minh, tức là \"AI có thể hoàn thành công việc tương đương nhiều giờ của con người cùng một lúc\". Gemini đã bị loại vì thiếu các sản phẩm như Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Hướng dẫn sử dụng AI mới nhất của Ethan Mollick: Từ trò chuyện sang hệ thống tác nhân thông minh - Tin tức AI Aioga","description":"Hướng dẫn mới nhất của Ethan Mollick cho thấy việc sử dụng AI đã chuyển từ trò chuyện sang các hệ thống tác nhân thông minh, tức là \"AI có thể hoàn thành công việc tương đương nhiề...","url":"https://www.aioga.com/vi/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:26:50.896Z"},"id":{"title":"Panduan Terbaru Penggunaan AI oleh Ethan Mollick: Dari Chatting ke Sistem Agen Cerdas","summary":"Panduan terbaru Ethan Mollick menunjukkan bahwa penggunaan AI telah beralih dari chat ke sistem agen cerdas, yaitu 'AI dapat menyelesaikan pekerjaan yang setara dengan beberapa jam kerja manusia sekaligus'. Gemini tersisih karena kurangnya produk seperti Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Panduan Terbaru Penggunaan AI oleh Ethan Mollick: Dari Chatting ke Sistem Agen Cerdas - Berita AI Aioga","description":"Panduan terbaru Ethan Mollick menunjukkan bahwa penggunaan AI telah beralih dari chat ke sistem agen cerdas, yaitu 'AI dapat menyelesaikan pekerjaan yang setara dengan beberapa jam...","url":"https://www.aioga.com/id/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:27:24.482Z"},"th":{"title":"คู่มือการใช้งาน AI ล่าสุดของ Ethan Mollick: จากการแชทสู่ระบบเอเจนต์อัจฉริยะ","summary":"คำแนะนำล่าสุดของ Ethan Mollick แสดงให้เห็นว่าการใช้ AI ได้เปลี่ยนจากการแชทไปสู่ระบบตัวแทน อันหมายถึง \"AI สามารถทำงานเทียบเท่ากับชั่วโมงการทำงานของมนุษย์ได้ในครั้งเดียว\" Gemini ตกคุณสมบัติเนื่องจากขาดผลิตภัณฑ์ประเภท Codex/ChatGPT Work/Cowork","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"คู่มือการใช้งาน AI ล่าสุดของ Ethan Mollick: จากการแชทสู่ระบบเอเจนต์อัจฉริยะ - ข่าว AI Aioga","description":"คำแนะนำล่าสุดของ Ethan Mollick แสดงให้เห็นว่าการใช้ AI ได้เปลี่ยนจากการแชทไปสู่ระบบตัวแทน อันหมายถึง \"AI สามารถทำงานเทียบเท่ากับชั่วโมงการทำงานของมนุษย์ได้ในครั้งเดียว\" Gemini ตกคุ...","url":"https://www.aioga.com/th/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:27:36.928Z"},"pl":{"title":"Ethan Mollick najnowszy przewodnik po użyciu AI: od czatu do systemów agentów","summary":"Najnowszy przewodnik Ethana Mollicka pokazuje, że wykorzystanie AI przeszło z czatów na systemy agentowe, czyli „AI może wykonać jednorazowo pracę równoważną kilku godzinom ludzkiej pracy”. Gemini odpadło z powodu braku produktów typu Codex/ChatGPT Work/Cowork.","category":"技巧观点","source":"Simon Willison 博客","aggregationSource":"Simon Willison 博客","pageTitle":"Ethan Mollick najnowszy przewodnik po użyciu AI: od czatu do systemów agentów - Aioga Wiadomości AI","description":"Najnowszy przewodnik Ethana Mollicka pokazuje, że wykorzystanie AI przeszło z czatów na systemy agentowe, czyli „AI może wykonać jednorazowo pracę równoważną kilku godzinom ludzkie...","url":"https://www.aioga.com/pl/news/cms3tn30g0242ro82kyilr1xw/","contentTranslated":true,"sourceHash":"7259773987a66513","translatedAt":"2026-07-27T23:28:21.433Z"}}}}