{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T06:20:51.496Z","headline":"谷歌 ATLAS 报告：AI 应用覆盖 68% 职业但深度不足，仅 20% 任务调用","description":"谷歌基于 1500 万条去标识化 AI 交互的 ATLAS 报告显示，全球 68% 的细分职业已使用 AI，但在典型岗位中仅约 20% 的任务会调用 AI。完全自动化任务的交互占比不足 10%，65% 的职场 AI 交互集中于\"非例行认知\"任务（如分析与创意设计）。超过 86% 的交互发生在工作之外，主要用于家庭事务、购物及政府服务。","url":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/","mainEntityOfPage":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/","datePublished":"2026-07-25T06:56:40.000Z","dateModified":"2026-07-25T06:56:40.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/981/498.htm","https://aihot.virxact.com/items/cms02k7bd0372rop15ot5w82i"],"canonicalUrl":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/","directAnswer":{"@type":"Answer","text":"谷歌 ATLAS 报告基于 1500 万条去标识化 AI 交互分析称，全球 68% 的细分职业已使用 AI，但典型岗位仅约 20% 的任务调用 AI，完全自动化交互不足 10%。","url":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/","dateCreated":"2026-07-25T06:56:40.000Z","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":"IT之家 source article","url":"https://www.ithome.com/0/981/498.htm","datePublished":"2026-07-25T06:56:40.000Z","provider":{"@type":"Organization","name":"IT之家","url":"https://www.ithome.com/0/981/498.htm"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cms02k7bd0372rop15ot5w82i","datePublished":"2026-07-25T06:56:40.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cms02k7bd0372rop15ot5w82i"}}],"aggregationSource":"IT之家（RSS）","originalPublisher":{"name":"IT之家","url":"https://www.ithome.com/0/981/498.htm"},"article":{"id":"cms02k7bd0372rop15ot5w82i","slug":"cms02k7bd0372rop15ot5w82i","url":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/","title":"谷歌 ATLAS 报告：AI 应用覆盖 68% 职业但深度不足，仅 20% 任务调用","title_en":"1500 万条 AI 交互洞察：谷歌称 AI 应用广泛但深度不足","summary":"谷歌基于 1500 万条去标识化 AI 交互的 ATLAS 报告显示，全球 68% 的细分职业已使用 AI，但在典型岗位中仅约 20% 的任务会调用 AI。完全自动化任务的交互占比不足 10%，65% 的职场 AI 交互集中于\"非例行认知\"任务（如分析与创意设计）。超过 86% 的交互发生在工作之外，主要用于家庭事务、购物及政府服务。","source":"IT之家（RSS）","sourceUrl":"https://www.ithome.com/0/981/498.htm","aiHotUrl":"https://aihot.virxact.com/items/cms02k7bd0372rop15ot5w82i","publishedAt":"2026-07-25T06:56:40.000Z","category":"技巧观点","score":68,"selected":false,"articleBody":["IT之家：https://www.ithome.com/ 7 月 25 日消息，谷歌首席经济学家法比安 · 库尔托 · 米利特（Fabien Curto Millet）于 7 月 23 日在领英（LinkedIn）平台发布动态，指出 AI 普及范围广但深度不足。","该报告名为《活动、任务、环境与采用研究》（ATLAS），基于对 1500 万份去标识化 Google AI 互动的汇总分析，涵盖了 150 多个国家、140 种语言、800 种职业和 4000 个任务，其样本来自 Gemini 应用、搜索中的 AI Mode 以及 Gemini API 调用。","报告指出在全球范围内，68% 的细分职业已开始使用 AI，但是在这些职业的典型工作岗位中，仅在约 20% 的任务中调用 AI。 对此谷歌概括当前 AI 使用特征为覆盖面广、使用深度浅，在多数实际场景下，AI 更偏向于辅助使用。","在自动化层面，谷歌称大多数职场使用集中于协作场景，包括构思、研究、起草和学习；其中，完全自动化任务的交互占比不足 10%。报告还称，归类为“非例行认知”的工作，如分析和创意设计，占职场 AI 交互的 65%，而这类任务在整体经济任务中的占比为 35%。","从使用场景看，超过 86% 的交互发生在工作之外，主要涉及家庭事务管理、购物研究和税务、牌照等政府服务办理。","点此可以访问谷歌完整报告 [PDF 格式]：https://ai.google/static/documents/GoogleATLASv1.pdf"],"articleImages":[],"mediaStatus":"none","articleBodyZh":[],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"谷歌 ATLAS 报告基于 1500 万条去标识化 AI 交互分析称，全球 68% 的细分职业已使用 AI，但典型岗位仅约 20% 的任务调用 AI，完全自动化交互不足 10%。","background":"报告覆盖 150 多个国家、140 种语言、800 种职业和 4000 个任务，样本来自 Gemini 应用、搜索中的 AI Mode 及 Gemini API。材料显示，超过 86% 的交互发生在工作之外。","viewpoint":"Aioga 判断，这组数据更接近 AI 使用范围与任务渗透深度的对照，而不是单纯的普及率排名。职场交互集中于分析、创意设计、构思、研究、起草和学习，说明协作式使用仍占主导。","implications":"值得关注的是，非例行认知任务占职场 AI 交互的 65%，但在整体经济任务中的占比为 35%。这可能意味着 AI 更早进入复杂认知工作的辅助环节，而非直接替代大量完整任务。","nextStep":"后续应重点观察典型岗位中任务调用比例是否持续上升，以及完全自动化交互是否扩大；同时区分工作内外场景，避免仅凭职业覆盖率推断生产率提升或岗位替代。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-07-27T10:12:39.604Z","sourceHash":"898b67d8798b7bc2","review":{"approved":true,"groundedness":97,"clarity":93,"duplicationRisk":18,"blockingIssues":[],"notes":["“完全自动化交互不足 10%”可更精确地表述为“完全自动化任务的交互占比不足 10%”，以与来源口径完全一致。","“AI 更早进入复杂认知工作的辅助环节”属于基于数据的推测，候选内容已使用“可能意味着”进行限定，不构成事实性断言。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","low-source-overlap","no-html","independent-ai-review"]}},"tags":["技巧观点","IT之家（RSS）"],"translations":{"zh-CN":{"title":"谷歌 ATLAS 报告：AI 应用覆盖 68% 职业但深度不足，仅 20% 任务调用","summary":"谷歌基于 1500 万条去标识化 AI 交互的 ATLAS 报告显示，全球 68% 的细分职业已使用 AI，但在典型岗位中仅约 20% 的任务会调用 AI。完全自动化任务的交互占比不足 10%，65% 的职场 AI 交互集中于\"非例行认知\"任务（如分析与创意设计）。超过 86% 的交互发生在工作之外，主要用于家庭事务、购物及政府服务。","category":"技巧观点","source":"IT之家","aggregationSource":"IT之家（RSS）","pageTitle":"谷歌 ATLAS 报告：AI 应用覆盖 68% 职业但深度不足，仅 20% 任务调用 - Aioga AI资讯","description":"谷歌基于 1500 万条去标识化 AI 交互的 ATLAS 报告显示，全球 68% 的细分职业已使用 AI，但在典型岗位中仅约 20% 的任务会调用 AI。完全自动化任务的交互占比不足 10%，65% 的职场 AI 交互集中于\"非例行认知\"任务（如分析与创意设计）。超过 86% 的交互发生在工作之外，主要用于家庭事务、购物及政府服务。","url":"https://www.aioga.com/news/cms02k7bd0372rop15ot5w82i/"},"en":{"title":"Google ATLAS Report: AI applications cover 68% of occupations but lack depth, with only 20% of tasks utilized","summary":"Google's ATLAS report, based on 15 million de-identified AI interactions, shows that 68% of global job categories have used AI, but only about 20% of tasks in typical positions involve AI. AI interactions for fully automated tasks account for less than 10%, and 65% of workplace AI interactions are concentrated on 'non-routine cognitive' tasks (such as analysis and creative design). Over 86% of interactions occur outside of work, mainly for household chores, shopping, and government services.","category":"Insights","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ATLAS Report: AI applications cover 68% of occupations but lack depth, with only 20% of tasks utilized - Aioga AI News","description":"Google's ATLAS report, based on 15 million de-identified AI interactions, shows that 68% of global job categories have used AI, but only about 20% of tasks in typical positions inv...","url":"https://www.aioga.com/en/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:03:34.261Z"},"ja":{"title":"グーグル ATLAS レポート：AI の応用は職業の 68% をカバーしているが、深度は不足しており、タスクの呼び出しはわずか 20%","summary":"グーグルの 1,500 万件の非識別化 AI インタラクションに基づく ATLAS レポートによると、世界の 68% の細分職業が AI を利用しているものの、典型的な職務においては約 20% のタスクしか AI を呼び出していません。完全に自動化されたタスクのインタラクションは 10% 未満であり、職場での AI インタラクションの 65% は「非定型認知」タスク（分析やクリエイティブデザインなど）に集中しています。インタラクションの 86%以上は仕事以外で発生しており、主に家庭の用事、買い物、政府サービスに使用されています。","category":"ヒントと視点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"グーグル ATLAS レポート：AI の応用は職業の 68% をカバーしているが、深度は不足しており、タスクの呼び出しはわずか 20% - Aioga AIニュース","description":"グーグルの 1,500 万件の非識別化 AI インタラクションに基づく ATLAS レポートによると、世界の 68% の細分職業が AI を利用しているものの、典型的な職務においては約 20% のタスクしか AI を呼び出していません。完全に自動化されたタスクのインタラクションは 10% 未満であり、職場での AI インタラクションの 65% は「非定型認知...","url":"https://www.aioga.com/ja/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:03:42.061Z"},"ko":{"title":"구글 ATLAS 보고서: AI 응용이 68% 직업을 커버하지만 깊이가 부족하며, 단지 20% 업무에서만 활용","summary":"구글이 1,500만 건의 익명화된 AI 상호작용을 기반으로 한 ATLAS 보고서에 따르면, 전 세계 68%의 세분화된 직업이 AI를 사용하고 있지만, 전형적인 직무에서는 약 20%의 업무만이 AI를 활용합니다. 완전 자동화된 업무의 상호작용 비율은 10% 미만이며, 65%의 직장 내 AI 상호작용은 '비정형 인지' 업무(예: 분석 및 창의적 설계)에 집중되어 있습니다. 86% 이상의 상호작용은 업무 외에서 발생하며, 주로 가사일, 쇼핑 및 정부 서비스에 사용됩니다.","category":"인사이트","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"구글 ATLAS 보고서: AI 응용이 68% 직업을 커버하지만 깊이가 부족하며, 단지 20% 업무에서만 활용 - Aioga AI 뉴스","description":"구글이 1,500만 건의 익명화된 AI 상호작용을 기반으로 한 ATLAS 보고서에 따르면, 전 세계 68%의 세분화된 직업이 AI를 사용하고 있지만, 전형적인 직무에서는 약 20%의 업무만이 AI를 활용합니다. 완전 자동화된 업무의 상호작용 비율은 10% 미만이며, 65%의 직장 내 AI 상호작용은 '비정형 인지' 업무(...","url":"https://www.aioga.com/ko/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:04:21.662Z"},"es":{"title":"Informe ATLAS de Google: La aplicación de IA cubre el 68% de las profesiones pero con poca profundidad, solo el 20% de las tareas son utilizadas","summary":"El informe ATLAS de Google, basado en 15 millones de interacciones de IA desidentificadas, muestra que el 68% de las ocupaciones globales ha utilizado IA, pero en los puestos típicos solo alrededor del 20% de las tareas recurren a la IA. Las interacciones para tareas totalmente automatizadas representan menos del 10%, y el 65% de las interacciones laborales con IA se concentran en tareas \"cognitivas no rutinarias\" (como análisis y diseño creativo). Más del 86% de las interacciones ocurren fuera del trabajo, principalmente para asuntos domésticos, compras y servicios gubernamentales.","category":"Ideas","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Informe ATLAS de Google: La aplicación de IA cubre el 68% de las profesiones pero con poca profundidad, solo el 20% de las tareas son utilizadas - Aioga Noticias de IA","description":"El informe ATLAS de Google, basado en 15 millones de interacciones de IA desidentificadas, muestra que el 68% de las ocupaciones globales ha utilizado IA, pero en los puestos típic...","url":"https://www.aioga.com/es/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:04:17.411Z"},"fr":{"title":"Rapport ATLAS de Google : les applications d'IA couvrent 68 % des professions mais manquent de profondeur, seules 20 % des tâches sont sollicitées","summary":"Selon le rapport ATLAS de Google basé sur 15 millions d'interactions IA anonymisées, 68 % des professions segmentées dans le monde utilisent déjà l'IA, mais dans les postes typiques, seulement environ 20 % des tâches font appel à l'IA. Les interactions pour des tâches entièrement automatisées représentent moins de 10 %, et 65 % des interactions professionnelles avec l'IA sont concentrées sur des tâches « non routinières cognitives » (telles que l'analyse et la conception créative). Plus de 86 % des interactions se produisent en dehors du travail, principalement pour les affaires domestiques, le shopping et les services gouvernementaux.","category":"Analyses","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Rapport ATLAS de Google : les applications d'IA couvrent 68 % des professions mais manquent de profondeur, seules 20 % des tâches sont sollicitées - Aioga Actualités IA","description":"Selon le rapport ATLAS de Google basé sur 15 millions d'interactions IA anonymisées, 68 % des professions segmentées dans le monde utilisent déjà l'IA, mais dans les postes typique...","url":"https://www.aioga.com/fr/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:05:00.626Z"},"de":{"title":"Google ATLAS-Bericht: KI-Anwendungen decken 68% der Berufe ab, jedoch mit unzureichender Tiefe, nur 20% der Aufgaben werden genutzt","summary":"Laut dem ATLAS-Bericht von Google, der auf 15 Millionen anonymisierten KI-Interaktionen basiert, haben weltweit 68 % der Berufssegmente bereits KI eingesetzt, während in typischen Positionen nur etwa 20 % der Aufgaben KI nutzen. Interaktionen bei vollständig automatisierten Aufgaben machen weniger als 10 % aus, 65 % der Arbeitsplatz-KI-Interaktionen konzentrieren sich auf \"nicht-routinemäßige kognitive\" Aufgaben (wie Analyse und kreatives Design). Mehr als 86 % der Interaktionen finden außerhalb der Arbeit statt, vor allem für Haushaltsangelegenheiten, Einkäufe und staatliche Dienstleistungen.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ATLAS-Bericht: KI-Anwendungen decken 68% der Berufe ab, jedoch mit unzureichender Tiefe, nur 20% der Aufgaben werden genutzt - Aioga KI-News","description":"Laut dem ATLAS-Bericht von Google, der auf 15 Millionen anonymisierten KI-Interaktionen basiert, haben weltweit 68 % der Berufssegmente bereits KI eingesetzt, während in typischen...","url":"https://www.aioga.com/de/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:04:57.013Z"},"pt-BR":{"title":"Relatório ATLAS do Google: Aplicações de IA cobrem 68% das profissões, mas com profundidade insuficiente, apenas 20% das tarefas são acionadas","summary":"O relatório ATLAS do Google, baseado em 15 milhões de interações de IA desidentificadas, mostra que 68% das ocupações segmentadas no mundo já utilizam IA, mas em cargos típicos apenas cerca de 20% das tarefas envolvem IA. A proporção de tarefas totalmente automatizadas é inferior a 10%, e 65% das interações da IA no local de trabalho concentram-se em tarefas \"cognitivas não rotineiras\" (como análise e design criativo). Mais de 86% das interações ocorrem fora do trabalho, sendo principalmente usadas para assuntos domésticos, compras e serviços governamentais.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Relatório ATLAS do Google: Aplicações de IA cobrem 68% das profissões, mas com profundidade insuficiente, apenas 20% das tarefas são acionadas - Aioga Notícias de IA","description":"O relatório ATLAS do Google, baseado em 15 milhões de interações de IA desidentificadas, mostra que 68% das ocupações segmentadas no mundo já utilizam IA, mas em cargos típicos ape...","url":"https://www.aioga.com/pt-BR/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:05:35.351Z"},"ru":{"title":"Отчет Google ATLAS: применение ИИ охватывает 68% профессий, но глубина недостаточна, используется только в 20% задач","summary":"Отчет ATLAS от Google, основанный на 15 миллионах обезличенных взаимодействий с ИИ, показывает, что в мире 68% отдельных профессий уже используют ИИ, но только около 20% задач в типичной должности задействуют ИИ. Взаимодействия в полностью автоматизированных задачах составляют менее 10%, а 65% рабочих взаимодействий с ИИ приходится на «нерутинные когнитивные» задачи (такие как анализ и творческий дизайн). Более 86% взаимодействий происходят вне работы, в основном для домашних дел, покупок и государственных услуг.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Отчет Google ATLAS: применение ИИ охватывает 68% профессий, но глубина недостаточна, используется только в 20% задач - Aioga Новости ИИ","description":"Отчет ATLAS от Google, основанный на 15 миллионах обезличенных взаимодействий с ИИ, показывает, что в мире 68% отдельных профессий уже используют ИИ, но только около 20% задач в ти...","url":"https://www.aioga.com/ru/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:05:35.698Z"},"ar":{"title":"تقرير ATLAS من جوجل: تطبيقات الذكاء الاصطناعي تغطي 68% من المهن لكنها غير عميقة، ويتم استدعاؤها فقط بنسبة 20% من المهام","summary":"يُظهر تقرير ATLAS من جوجل، المستند إلى 15 مليون تفاعل ذكاء اصطناعي مُزال الهوية، أن 68٪ من المهن الدقيقة على مستوى العالم قد استخدمت الذكاء الاصطناعي، لكن في الوظائف النموذجية يتم استدعاء الذكاء الاصطناعي فقط في حوالي 20٪ من المهام. تمثل التفاعلات التلقائية الكاملة للمهام أقل من 10٪، وتركز 65٪ من تفاعلات الذكاء الاصطناعي في أماكن العمل على المهام \"غير الروتينية المعرفية\" (مثل التحليل والتصميم الإبداعي). يحدث أكثر من 86٪ من التفاعلات خارج ساعات العمل، وتستخدم بشكل رئيسي في الأمور المنزلية، التسوق، والخدمات الحكومية.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"تقرير ATLAS من جوجل: تطبيقات الذكاء الاصطناعي تغطي 68% من المهن لكنها غير عميقة، ويتم استدعاؤها فقط بنسبة 20% من المهام - Aioga أخبار الذكاء الاصطناعي","description":"يُظهر تقرير ATLAS من جوجل، المستند إلى 15 مليون تفاعل ذكاء اصطناعي مُزال الهوية، أن 68٪ من المهن الدقيقة على مستوى العالم قد استخدمت الذكاء الاصطناعي، لكن في الوظائف النموذجية يتم...","url":"https://www.aioga.com/ar/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:06:16.133Z"},"hi":{"title":"गूगल ATLAS रिपोर्ट: एआई अनुप्रयोग 68% पेशों को कवर करते हैं लेकिन गहराई पर्याप्त नहीं है, केवल 20% कार्यों में उपयोग होता है","summary":"गूगल के ATLAS रिपोर्ट, जो 1500 लाख अनइर डेंटिफाइड AI इंटरैक्शन पर आधारित है, के अनुसार, दुनिया भर के 68% उप-व्यवसायों ने AI का उपयोग किया है, लेकिन सामान्य पदों में केवल लगभग 20% कार्यों में AI को लागू किया जाता है। पूरी तरह से स्वचालित कार्यों का इंटरैक्शन अनुपात 10% से कम है, और 65% कार्यस्थल AI इंटरैक्शन 'गैर-नियमित संज्ञानात्मक' कार्यों (जैसे विश्लेषण और क्रिएटिव डिजाइन) पर केंद्रित है। 86% से अधिक इंटरैक्शन काम के बाहर होता है, मुख्य रूप से घरेलू कार्यों, खरीदारी और सरकारी सेवाओं के लिए।","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"गूगल ATLAS रिपोर्ट: एआई अनुप्रयोग 68% पेशों को कवर करते हैं लेकिन गहराई पर्याप्त नहीं है, केवल 20% कार्यों में उपयोग होता है - Aioga AI समाचार","description":"गूगल के ATLAS रिपोर्ट, जो 1500 लाख अनइर डेंटिफाइड AI इंटरैक्शन पर आधारित है, के अनुसार, दुनिया भर के 68% उप-व्यवसायों ने AI का उपयोग किया है, लेकिन सामान्य पदों में केवल लगभग 20% क...","url":"https://www.aioga.com/hi/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:06:22.767Z"},"it":{"title":"Rapporto ATLAS di Google: le applicazioni AI coprono il 68% delle professioni ma con scarsa profondità, solo il 20% dei compiti viene utilizzato","summary":"Il rapporto ATLAS di Google, basato su 15 milioni di interazioni AI de-identificate, mostra che il 68% delle professioni a livello globale ha utilizzato l'AI, ma solo circa il 20% delle attività nei ruoli tipici ricorre all'AI. Le interazioni completamente automatizzate rappresentano meno del 10%, e il 65% delle interazioni AI sul lavoro è concentrato su compiti \"non di routine cognitiva\" (come analisi e design creativo). Oltre l'86% delle interazioni avviene al di fuori del lavoro, principalmente per faccende domestiche, acquisti e servizi governativi.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Rapporto ATLAS di Google: le applicazioni AI coprono il 68% delle professioni ma con scarsa profondità, solo il 20% dei compiti viene utilizzato - Aioga Notizie IA","description":"Il rapporto ATLAS di Google, basato su 15 milioni di interazioni AI de-identificate, mostra che il 68% delle professioni a livello globale ha utilizzato l'AI, ma solo circa il 20%...","url":"https://www.aioga.com/it/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:07:00.614Z"},"nl":{"title":"Google ATLAS-rapport: AI-toepassingen dekken 68% van de beroepen maar zijn onvoldoende diepgaand, slechts 20% van de taken wordt benut","summary":"Het ATLAS-rapport van Google, gebaseerd op 15 miljoen ged anonimiseerde AI-interacties, toont aan dat in 68% van de gespecialiseerde beroepen wereldwijd AI is gebruikt, maar in typische functies slechts ongeveer 20% van de taken AI-inzet kent. Interacties voor volledig geautomatiseerde taken bedragen minder dan 10%, en 65% van de werkplek-AI-interacties is geconcentreerd op 'niet-routinematige cognitieve' taken (zoals analyse en creatief ontwerp). Meer dan 86% van de interacties vindt buiten het werk plaats, voornamelijk voor huishoudelijke taken, winkelen en overheidsdiensten.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ATLAS-rapport: AI-toepassingen dekken 68% van de beroepen maar zijn onvoldoende diepgaand, slechts 20% van de taken wordt benut - Aioga AI-nieuws","description":"Het ATLAS-rapport van Google, gebaseerd op 15 miljoen ged anonimiseerde AI-interacties, toont aan dat in 68% van de gespecialiseerde beroepen wereldwijd AI is gebruikt, maar in typ...","url":"https://www.aioga.com/nl/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:07:04.119Z"},"tr":{"title":"Google ATLAS Raporu: Yapay zekâ uygulamaları mesleklerin %68'ini kapsıyor ancak yeterince derin değil, sadece görevlerin %20'si çağrılıyor","summary":"Google'ın 15 milyon adet kimliği kaldırılmış AI etkileşimine dayanan ATLAS raporu, dünya genelinde yüzde 68 oranında alt mesleklerin AI kullandığını, ancak tipik görevlerde yalnızca yaklaşık yüzde 20'sinin AI ile gerçekleştirildiğini gösteriyor. Tam otomatik görev etkileşimleri yüzde 10'dan az, iş yerindeki AI etkileşimlerinin yüzde 65'i \"rutinsiz bilişsel\" görevlerde yoğunlaşıyor (örneğin analiz ve yaratıcı tasarım). Etkileşimlerin yüzde 86'sından fazlası iş dışında gerçekleşiyor ve ağırlıklı olarak ev işleri, alışveriş ve devlet hizmetleri için kullanılıyor.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Google ATLAS Raporu: Yapay zekâ uygulamaları mesleklerin %68'ini kapsıyor ancak yeterince derin değil, sadece görevlerin %20'si çağrılıyor - Aioga AI Haberleri","description":"Google'ın 15 milyon adet kimliği kaldırılmış AI etkileşimine dayanan ATLAS raporu, dünya genelinde yüzde 68 oranında alt mesleklerin AI kullandığını, ancak tipik görevlerde yalnızc...","url":"https://www.aioga.com/tr/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:07:42.242Z"},"vi":{"title":"Báo cáo ATLAS của Google: Ứng dụng AI bao phủ 68% nghề nghiệp nhưng độ sâu không đủ, chỉ 20% nhiệm vụ được sử dụng","summary":"Báo cáo ATLAS của Google dựa trên 15 triệu tương tác AI đã được khử định danh cho thấy, 68% các nghề nghiệp phân mảnh trên toàn cầu đã sử dụng AI, nhưng trong các vị trí điển hình, chỉ khoảng 20% các nhiệm vụ sử dụng AI. Tỷ lệ tương tác với các nhiệm vụ tự động hoàn toàn chưa đến 10%, 65% tương tác AI trong môi trường làm việc tập trung vào các nhiệm vụ “nhận thức phi thường lệ” (như phân tích và thiết kế sáng tạo). Hơn 86% các tương tác diễn ra ngoài công việc, chủ yếu phục vụ các công việc gia đình, mua sắm và dịch vụ chính phủ.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Báo cáo ATLAS của Google: Ứng dụng AI bao phủ 68% nghề nghiệp nhưng độ sâu không đủ, chỉ 20% nhiệm vụ được sử dụng - Tin tức AI Aioga","description":"Báo cáo ATLAS của Google dựa trên 15 triệu tương tác AI đã được khử định danh cho thấy, 68% các nghề nghiệp phân mảnh trên toàn cầu đã sử dụng AI, nhưng trong các vị trí điển hình,...","url":"https://www.aioga.com/vi/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:07:40.427Z"},"id":{"title":"Laporan Google ATLAS: Aplikasi AI mencakup 68% profesi tetapi kedalamannya tidak cukup, hanya 20% tugas yang digunakan","summary":"Laporan ATLAS Google berdasarkan 15 juta interaksi AI yang telah dianonimkan menunjukkan bahwa 68% pekerjaan tersegmentasi di seluruh dunia telah menggunakan AI, namun hanya sekitar 20% tugas di pekerjaan khas yang menggunakan AI. Interaksi untuk tugas yang sepenuhnya otomatis kurang dari 10%, dan 65% interaksi AI di tempat kerja berkonsentrasi pada tugas \"kognitif non-rutin\" (seperti analisis dan desain kreatif). Lebih dari 86% interaksi terjadi di luar pekerjaan, terutama untuk urusan rumah tangga, belanja, dan layanan pemerintah.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Laporan Google ATLAS: Aplikasi AI mencakup 68% profesi tetapi kedalamannya tidak cukup, hanya 20% tugas yang digunakan - Berita AI Aioga","description":"Laporan ATLAS Google berdasarkan 15 juta interaksi AI yang telah dianonimkan menunjukkan bahwa 68% pekerjaan tersegmentasi di seluruh dunia telah menggunakan AI, namun hanya sekita...","url":"https://www.aioga.com/id/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:08:24.634Z"},"th":{"title":"รายงาน ATLAS ของกูเกิล: การใช้งาน AI ครอบคลุม 68% ของอาชีพแต่ความลึกไม่เพียงพอ มีเพียง 20% ของงานที่ถูกเรียกใช้","summary":"รายงาน ATLAS ของ Google ซึ่งอิงจากการปฏิสัมพันธ์ AI แบบไม่ระบุข้อมูล 15 ล้านรายการ แสดงให้เห็นว่า 68% ของอาชีพย่อยทั่วโลกได้ใช้งาน AI แล้ว แต่ในตำแหน่งงานทั่วไปมีเพียงประมาณ 20% ของงานที่เรียกใช้งาน AI การปฏิสัมพันธ์สำหรับงานที่อัตโนมัติเต็มรูปแบบมีสัดส่วนน้อยกว่า 10% และ 65% ของปฏิสัมพันธ์ AI ในที่ทำงานมุ่งเน้นไปที่งาน \"การรับรู้ที่ไม่เป็นกิจวัตร\" (เช่น การวิเคราะห์และการออกแบบเชิงสร้างสรรค์) มากกว่า 86% ของปฏิสัมพันธ์เกิดขึ้นนอกเวลางาน โดยส่วนใหญ่ใช้สำหรับเรื่องครอบครัว การช็อปปิ้ง และบริการของรัฐบาล","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"รายงาน ATLAS ของกูเกิล: การใช้งาน AI ครอบคลุม 68% ของอาชีพแต่ความลึกไม่เพียงพอ มีเพียง 20% ของงานที่ถูกเรียกใช้ - ข่าว AI Aioga","description":"รายงาน ATLAS ของ Google ซึ่งอิงจากการปฏิสัมพันธ์ AI แบบไม่ระบุข้อมูล 15 ล้านรายการ แสดงให้เห็นว่า 68% ของอาชีพย่อยทั่วโลกได้ใช้งาน AI แล้ว แต่ในตำแหน่งงานทั่วไปมีเพียงประมาณ 20% ขอ...","url":"https://www.aioga.com/th/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:08:25.169Z"},"pl":{"title":"Raport Google ATLAS: Zastosowanie AI obejmuje 68% zawodów, ale nie w pełni, tylko 20% zadań jest wykorzystywanych","summary":"Raport ATLAS Google, oparty na 15 milionach zdeidentyfikowanych interakcji AI, pokazuje, że 68% globalnych wyspecjalizowanych zawodów korzystało z AI, ale w typowych stanowiskach jedynie około 20% zadań wykorzystuje AI. Interakcje związane z całkowicie zautomatyzowanymi zadaniami stanowią mniej niż 10%, a 65% interakcji AI w miejscu pracy koncentruje się na zadaniach \"nie-rutynowych poznawczych\" (takich jak analiza i projektowanie kreatywne). Ponad 86% interakcji odbywa się poza pracą, głównie w celu załatwiania spraw domowych, zakupów i korzystania z usług rządowych.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Raport Google ATLAS: Zastosowanie AI obejmuje 68% zawodów, ale nie w pełni, tylko 20% zadań jest wykorzystywanych - Aioga Wiadomości AI","description":"Raport ATLAS Google, oparty na 15 milionach zdeidentyfikowanych interakcji AI, pokazuje, że 68% globalnych wyspecjalizowanych zawodów korzystało z AI, ale w typowych stanowiskach j...","url":"https://www.aioga.com/pl/news/cms02k7bd0372rop15ot5w82i/","contentTranslated":true,"sourceHash":"be4644300f2d9eaf","translatedAt":"2026-07-26T04:09:10.111Z"}}}}