How machine learning in G Suite makes people more productive

<!DOCTYPE html> <html class="no-js glue-flexbox keyword-blog" lang="en-us" data-locale="en-us"> <head> <meta charset="utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge" /> <title>How machine learning in G Suite makes people more productive</title> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=1.0, minimum-scale=1.0" /> <meta name="optimize_experiments" content="[]">  <meta name="description" content="Email management, formatting documents, creating expense reports. These are just some of the time-sinks that can affect your productivity at work. At Google, this is referred to as “overhead”—time spent working on tasks that do not directly relate to creative output—and it happens a lot.According to a Google study in 2015, the average worker spends only about 5 percent of his or her time actually coming up with the next big idea. The rest of our time is caught in the quicksand of formatting, tracking, analysis or other mundane tasks. That’s where machine learning can help.Machine learning algorithms observe examples and make predictions based on data. In G Suite, machine learning models make your workday more efficient by taking over menial tasks, like scheduling meetings, or by predicting information you might need and surfacing it for you, like suggesting Docs."/> <meta name="keywords" content="None"/> <meta name="article-author" content="Sunil Tewari"/> <meta name="robots" content="max-image-preview:large">  <meta property="og:type" content="article" /> <meta property="og:title" content="How machine learning in G Suite makes people more productive"/> <meta property="og:description" content="Email management, formatting documents, creating expense reports. These are just some of the time-sinks that can affect your productivity at work. At Google, this is ref…" /> <meta property="og:image" content="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1300.png" /> <meta property="og:site_name" content="Google" /> <meta property="og:url" content="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" /> <meta property="article:publisher" content="https://www.facebook.com/Google/" /> <meta property="article:published_time" content="2017-05-04" />  <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:url" content="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" /> <meta name="twitter:title" content="How machine learning in G Suite makes people more productive"/> <meta name="twitter:description" content="" /> <meta name="twitter:image:src" content="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1300.png" /> <meta name="twitter:site" content="@google" /> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "NewsArticle", "mainEntityOfPage": "https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/", "headline": "How machine learning in G Suite makes people more productive", "datePublished": "2017-05-04T17:00:00+00:00", "dateModified": "2018-06-13T19:13:04.080840+00:00", "description": "", "author": { "@type": "Person", "name": "Sunil Tewari" }, "publisher": { "@type": "Organization", "name": "Google", "logo": { "@type": "ImageObject", "url": "https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/", "width": "200", "height": "200" } }, "image": { "@type": "ImageObject", "url": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1300.png", "width": "1440", "height": "810" }, "speakable": { "@type": "SpeakableSpecification" } } </script> <link rel="preconnect" href="https://fonts.googleapis.com"> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> <link rel="stylesheet" type="text/css" href="/static/keyword/css/blog/index.min.css?version=pr20241113-1756" /> <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Google+Sans:400,500,600,700|Product+Sans:400&display=swap&lang=en"> <link href="https://fonts.googleapis.com/css2?family=Noto+Color+Emoji&display=swap" rel="stylesheet"> <link href="https://www.gstatic.com/glue/cookienotificationbar/cookienotificationbar.min.css" rel="stylesheet"> <link rel="stylesheet" type="text/css" href="/static/keyword/css/print/index.min.css?version=pr20241113-1756" media="print" /> <link rel="canonical" href="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/"/> <link href="/favicon.ico" rel="icon"> <link href="/static/blogv2/images/apple-touch-icon.png?version=pr20241113-1756" rel="apple-touch-icon"> <meta property="gtm-tag" content="GTM-TRV24V">  <script> let trustedTypePolicy = { createHTML: (str) => str, createScript: (str) => str, createScriptURL: (url) => url }; if (window.trustedTypes && window.trustedTypes.createPolicy) { const safeScriptDomains = [ 'blob:', '/static/blogv2/', '/static/keyword/', '/static/youtube/', '/static/blog_youtube/', '//cdn.ampproject.org/', '//googleads.g.doubleclick.net', '//survey.g.doubleclick.net', '//www.google-analytics.com/', '//www.google.com', '//www.googletagmanager.com', '//www.gstatic.com', '//www.youtube.com', '//youtube.googleapis.com', ]; const safeScripts = [ 'google_tag_manager[""]', '(function anonymous(' ]; trustedTypePolicy = window.trustedTypes.createPolicy('default', { /* Enable create HTML */ createHTML: (str) => { return str }, /* Enable script creation */ createScript: (str) => { const safeScriptString = safeScripts.find( (safeScript) => str.includes(safeScript) ); if (!safeScriptString) { console.warn( `unsafe createScript: "${str}"` ); } return str; }, /* Allow for safe domains only */ createScriptURL: (url) => { const safeDomainsUrl = safeScriptDomains.find( (safeDomain) => url.includes(safeDomain) ); if (!safeDomainsUrl && !url.startsWith(window.location.origin)) { console.warn( `Unsafe createScriptURL: "${url}"` ); } return url; }, }); } window.trustedTypePolicy = trustedTypePolicy; </script> </head> <body class="template-articlepage keyword-blog"> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-TRV24V" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <div class="data-layer-init-data" data-analytics=' { "event": "dataLayer_initialized", "page_name": "How machine learning in G Suite makes people more productive", "experiments": "undefined", "locale": "en-us", "page_type": "blogv2 | article page", "primary_tag": "products - google workspace", "secondary_tags": "AI,Gmail,Drive,Docs,Sheets,Slides", "landing_page_tags": "topics - ai|products - gmail|products - drive|products - docs|products - sheets|products - slides", "article_name": "How machine learning in G Suite makes people more productive", "author_name": "Sunil Tewari", "publish_date": "2017-05-04|17:00", "hero_media": "image", "special_hero": "undefined", "days_since_published": "2763", "content_category": "Products - Google Workspace", "word_count": "medium 300-599", "has_audio": "no", "has_video": "no" }'> </div> <div class="page-analytics-data" data-analytics=' { "event": "pageview", "slug": "how-machine-learning-g-suite-makes-people-more-productive", "contentType": "blogv2 | article page", "author": "sunil tewari", "primaryTag": "products - google workspace", "secondaryTags": "topics - ai|products - gmail|products - drive|products - docs|products - sheets|products - slides", "publishDate": "2017-05-04|17:00", "tags": "topics - ai|products - gmail|products - drive|products - docs|products - sheets|products - slides", "wordCount": "medium 300-599", "contentCategory": "Announcement", "heroMedia": "", }'> </div> <script type="text/javascript"> (function() { var dataLayerInitElement = document.querySelector('.data-layer-init-data'); var dataLayerObject = JSON.parse( dataLayerInitElement.getAttribute('data-analytics') ); // Change undefined strings to primitive value undefined. Object.entries(dataLayerObject).forEach(([key, value]) => { dataLayerObject[key] = value === 'undefined' ? undefined : value; }); if (!window['dataLayer']) { window['dataLayer'] = []; } window['dataLayer'].push(dataLayerObject); }()); </script> <script type="text/javascript"> (function() { var elem_ = document.querySelector('.page-analytics-data'); var scrubObject = { 'event': 'scrubbedUrl', 'url': getScrubbedUrl() }; var baseAnalyticsObject = JSON.parse( elem_.getAttribute('data-analytics').replace(/,(?=[^,]*$)/, '') ); function getScrubbedUrl() { const urlParams = location.href.split('?'); const hostPathUrl = urlParams[0]; if(urlParams.length === 1) return hostPathUrl; try { const searchParams = urlParams[1].split('&'); const utmParams = searchParams.filter(param => param.startsWith('utm') || param.startsWith('query')).join('&'); if(!utmParams.length) return hostPathUrl; return `${hostPathUrl}?${utmParams}`; } catch(error) { console.error('scrubbed Url error =>', e); } return hostPathUrl; } function handlePublishDate(dataObj) { var publishDate = dataObj['publishDate']; if (typeof publishDate !== 'undefined') { var oneDay = 24*60*60*1000; var dateParts = publishDate.split('|'); var pubDay = new Date(dateParts[0]); var today = new Date(); var daysSince = Math.round((today - pubDay) / oneDay); dataObj['daysSincePublished'] = daysSince.toString(); } pushData(dataObj); } function pushData(analyticsEvent) { if (!window['dataLayer']) { window['dataLayer'] = []; } window['dataLayer'].push(analyticsEvent); const globalKWDimenssions = Object.assign({}, analyticsEvent); if(globalKWDimenssions['event']) { delete globalKWDimenssions['event']; } window['globalKWCustomDimensions'] = globalKWDimenssions; } pushData(scrubObject); handlePublishDate(baseAnalyticsObject); }()); </script> <div class="surveys"> <uni-feedback-survey-controller> <div id="feedback-surveys-json" style="display: none;" data-static-icons='{ "close": "/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-close" }' > [{"model": "blogsurvey.survey", "pk": 5, "fields": {"name": "Sentiment Change - All Articles - Nov 2024", "survey_id": "sentiment-change-all-articles-nov-2024_241031", "scroll_depth_trigger": 75, "previous_survey": null, "display_rate": 50, "thank_message": "Thank you!", "thank_emoji": "✅", "questions": "[{\"id\": \"c32a4772-5575-4985-814a-afd8d15d5d6d\", \"type\": \"simple_question\", \"value\": {\"question\": \"After reading this article, how has your perception of Google changed?\", \"responses\": [{\"id\": \"cb111cda-60ba-4ac5-8260-17c5326e485b\", \"type\": \"item\", \"value\": \"Gotten better\"}, {\"id\": \"d8864abb-689a-4b52-b021-449af0b0a7c6\", \"type\": \"item\", \"value\": \"Gotten worse\"}, {\"id\": \"f169d98d-1731-4efc-be90-3cd379a2a63e\", \"type\": \"item\", \"value\": \"Stayed the same\"}, {\"id\": \"701d8c63-affe-4f44-85f0-71538a310d65\", \"type\": \"item\", \"value\": \"Don't know\"}]}}]", "target_article_pages": true}}] </div> </uni-feedback-survey-controller> </div> <div class="uni-header-content-pusher"></div> <header class="uni-header h-u-box-shadow-2" data-component="uni-header"> <div class="uni-header__hamburguer-wrapper"> <button class="uni-header__hamburguer-button" aria-expanded="false" tabindex="0" aria-label="Navigation menu"> <svg aria-hidden="true" class="h-c-header__hamburger-img h-c-header__hamburger-img--standard events-off" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#h-burger"></use> </svg> </button> </div> <figure class="uni-header__logo-google" title="Google" tabindex="-1"> <svg aria-label="Google" role="img" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#h-color-google-logo"></use> </svg> </figure> <div> <a href="#jump-content" class="h-c-header__jump-to-content"> <span class="h-c-header__jump-to-content-text">Skip to main content</span> </a> </div> <div class="uni-header__site-title" data-analytics-module='{ "module_name": "main nav", "section_header": "The Keyword" }'> <a href="/" class="uni-header__site-title-link"> <div> The Keyword </div> </a> </div> <div class="uni-article-progress-bar slide-up" data-component="uni-progress-bar" aria-valuemin="0" aria-valuemax="100" aria-valuenow="0" aria-hidden="true" tab-index="-1" role="progressbar"> <div class="uni-article-progress-bar__title uni-article-progress-bar__ellipsis"> How machine learning in G Suite makes people more productive </div> <div class="uni-article-progress-bar__social" aria-hidden="true" data-analytics-module='{ "module_name": "Progress Bar", "section_header": "How machine learning in G Suite makes people more productive" }' > <div class ="uni-social-share " data-component="uni-social-share-dropdown" > <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "menu", "label": "label" }'> <svg aria-hidden="true" class="h-c-icon h-c-icon--color-text" title="Share" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="https://twitter.com/intent/tweet?text=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%20%40google&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "twitter" }' data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="https://www.facebook.com/sharer/sharer.php?caption=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&u=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "facebook" }' data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/&title=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive" target="_blank" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "linkedin" }' data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="mailto:?subject=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&body=Check out this article on the Keyword:%0A%0AHow%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%0A%0Ahttps://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "email" }' data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics='{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "copy" }' data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <button class="copy-link__trigger copy-link__trigger-text" data-ga4-method="Copy link" title="Copy link"> <svg class="h-c-icon h-c-icon--color-text" role="presentation" title="Copy link" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </button> <div class="copy-link__dialog copy-link__content" uni-options='{"copyTextButton": "COPIED TO CLIPBOARD"}' aria-hidden="true" tabindex="-1"> <input class="h-c-copy copy-link__url" value="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" id="copy-link" readonly="readonly" type="text"/> <div class="copy-link__copy-message" role="status"></div> </div> </div> </div> </div> </div> <div class="uni-article-progress-bar__indicator hide-progress-bar"></div> </div> <nav class="uni-navigation uni-navigation--desktop" role="navigation" aria-label="Main" data-analytics-module='{ "module_name": "main nav", "section_header": "Desktop menu" }'> <div class="uni-navigation__list-desktop"> <ul id="uni-main-menu" class="uni-main-menu" data-component="uni-navigation"> <li data-has-subnav="" class="uni-main-menu__item uni-main-menu__item--desktop inactive "> <a href="/" class="uni-main-menu__item-label " role="button" tabindex="0"> Latest stories </a> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--desktop active has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Product news <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--desktop"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--desktop"> <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> Product news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Android, Chrome & Play <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/android/" data-navigation=product-news> Android </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/chrome/" data-navigation=product-news> Chrome </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/chromebooks/" data-navigation=product-news> Chromebooks </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-play/" data-navigation=product-news> Google Play </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/wear-os/" data-navigation=product-news> Wear OS </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Platforms & Devices <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/fitbit/" data-navigation=product-news> Fitbit </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-nest/" data-navigation=product-news> Google Nest </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/pixel/" data-navigation=product-news> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Explore & Get Answers <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/gemini/" data-navigation=product-news> Gemini </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/maps/" data-navigation=product-news> Maps </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/news/" data-navigation=product-news> News </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/search/" data-navigation=product-news> Search </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/shopping/" data-navigation=product-news> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Connect & Communicate <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/classroom/" data-navigation=product-news> Classroom </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/photos/" data-navigation=product-news> Photos </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/registry/" data-navigation=product-news> Registry </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/translate/" data-navigation=product-news> Translate </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> In The Cloud <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/workspace/" data-navigation=product-news> Google Workspace </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="https://cloud.google.com/blog/" data-navigation=product-news> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__subnav-sublist-external-icon" role="presentation" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward"></use> </svg> </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-cloud/" data-navigation=product-news> Google Cloud </a> </li> </ul> </li> </ul> <a href="/products/" class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--landing uni-main-menu__subnav-item-name--desktop"> See all product updates </a> </div> <div class="h-c-page uni-main-menu__submenu-wrapper" id="uni-navigation__item-1-2" aria-expanded="false" aria-hidden="true" role="menu"> <ul class="uni-main-menu__submenu has-view-all"> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-product-news-1"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-product-news-1"> Android, Chrome & Play </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/products/android/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Android </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/chrome/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Chrome </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/chromebooks/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Chromebooks </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/google-play/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Google Play </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/wear-os/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Wear OS </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-product-news-2"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-product-news-2"> Platforms & Devices </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/products/fitbit/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Fitbit </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/google-nest/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Google Nest </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/pixel/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-product-news-3"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-product-news-3"> Explore & Get Answers </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/products/gemini/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Gemini </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/maps/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Maps </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/news/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> News </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/search/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Search </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/shopping/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-product-news-4"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-product-news-4"> Connect & Communicate </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/products/classroom/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Classroom </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/photos/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Photos </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/registry/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Registry </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/translate/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Translate </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-product-news-5"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-product-news-5"> In The Cloud </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/products/workspace/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Google Workspace </a> </li> <li class="uni-main-menu__submenu-link"> <a href="https://cloud.google.com/blog/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__submenu-external-icon" role="presentation" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward"></use> </svg> </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/products/google-cloud/" role="menuitem" data-navigation=product-news class="uni-main-menu__submenu-anchor"> Google Cloud </a> </li> </ul> </li> </ul> <div class="uni-main-menu__submenu-view-all"> <a href="/products/" class="uni-main-menu__submenu-view-all-link"> See all product updates <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </div> <button class="uni-main-menu__submenu-close" aria-label="Close Menu"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#close_icon"></use> </svg> </button> </div> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--desktop inactive has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Company news <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--desktop"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--desktop"> <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> Company news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Outreach & initiatives <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/arts-culture/" data-navigation=company-news> Arts & Culture </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/education/" data-navigation=company-news> Education </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/entrepreneurs/" data-navigation=company-news> Entrepreneurs </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/public-policy/" data-navigation=company-news> Public Policy </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/sustainability/" data-navigation=company-news> Sustainability </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/outreach-initiatives/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Outreach & initiatives"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Technology <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/ai/" data-navigation=company-news> AI </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/developers/" data-navigation=company-news> Developers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/health/" data-navigation=company-news> Health </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/google-deepmind/" data-navigation=company-news> Google DeepMind </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/google-labs/" data-navigation=company-news> Google Labs </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/safety-security/" data-navigation=company-news> Safety and security </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/technology/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Technology"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Inside Google <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/infrastructure/" data-navigation=company-news> Data centers and infrastructure </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/doodles/" data-navigation=company-news> Doodles </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/googlers/" data-navigation=company-news> Googlers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/life-at-google/" data-navigation=company-news> Life at Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/inside-google/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Inside Google"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Around the globe <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-asia/" data-navigation=company-news> Google in Asia </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-europe/" data-navigation=company-news> Google in Europe </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-latin-america/" data-navigation=company-news> Google in Latin America </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/around-the-globe/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Around the globe"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Authors <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/sundar-pichai/" data-navigation=company-news> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/ruth-porat/" data-navigation=company-news> Ruth Porat, President & Chief Investment Officer </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/kent-walker/" data-navigation=company-news> Kent Walker, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/james-manyika/" data-navigation=company-news> James Manyika, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/authors/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Authors"> See all </a> </li> </ul> </li> </ul> </div> <div class="h-c-page uni-main-menu__submenu-wrapper" id="uni-navigation__item-1-3" aria-expanded="false" aria-hidden="true" role="menu"> <ul class="uni-main-menu__submenu has-view-all"> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-company-news-1"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-company-news-1"> Outreach & initiatives </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/outreach-initiatives/arts-culture/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Arts & Culture </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/outreach-initiatives/education/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Education </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/outreach-initiatives/entrepreneurs/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Entrepreneurs </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/outreach-initiatives/public-policy/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Public Policy </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/outreach-initiatives/sustainability/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Sustainability </a> </li> </ul> <a href="/outreach-initiatives/" data-navigation="Outreach & initiatives" role="menuitem" title="See all Outreach & initiatives articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-company-news-2"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-company-news-2"> Technology </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/technology/ai/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> AI </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/technology/developers/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Developers </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/technology/health/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Health </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/technology/google-deepmind/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Google DeepMind </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/technology/google-labs/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Google Labs </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/technology/safety-security/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Safety and security </a> </li> </ul> <a href="/technology/" data-navigation="Technology" role="menuitem" title="See all Technology articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-company-news-3"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-company-news-3"> Inside Google </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/inside-google/infrastructure/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Data centers and infrastructure </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/inside-google/doodles/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Doodles </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/inside-google/googlers/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Googlers </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/inside-google/life-at-google/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Life at Google </a> </li> </ul> <a href="/inside-google/" data-navigation="Inside Google" role="menuitem" title="See all Inside Google articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-company-news-4"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-company-news-4"> Around the globe </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/around-the-globe/google-asia/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Google in Asia </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/around-the-globe/google-europe/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Google in Europe </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/around-the-globe/google-latin-america/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Google in Latin America </a> </li> </ul> <a href="/around-the-globe/" data-navigation="Around the globe" role="menuitem" title="See all Around the globe articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-company-news-5"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-company-news-5"> Authors </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/authors/sundar-pichai/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/authors/ruth-porat/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Ruth Porat, President & Chief Investment Officer </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/authors/kent-walker/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> Kent Walker, SVP </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/authors/james-manyika/" role="menuitem" data-navigation=company-news class="uni-main-menu__submenu-anchor"> James Manyika, SVP </a> </li> </ul> <a href="/authors/" data-navigation="Authors" role="menuitem" title="See all Authors articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewBox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> </ul> <button class="uni-main-menu__submenu-close" aria-label="Close Menu"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#close_icon"></use> </svg> </button> </div> </li> </ul> </div> <div class="uni-header__newsletter uni-header__newsletter--mobile"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button kw-button--high-emphasis" href="/newsletter-subscribe/" data-analytics-onclick='{ "event": "page interaction", "category": "newsletter", "action": "menu" , "label": "subscribe" }' aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </nav> <script type="application/json" data-catalog-id="search-bar"> { "find_an_article": "Find an article...", "rss_link": "/rss/", "rss_feed": "RSS feed", "press_corner": "Press corner", "press_corner_slug": "press/", "secondary_menu": "Secondary menu", "search": "Search", "submit": "Submit", "close": "Close", "execute_search": "Execute search", "dismiss_search": "Dismiss search", "suggested_results_for": "[[number]] suggested results for [[query_term]]", "by_string": "By", "conjunction_symbol": "\u0026" } </script> <uni-search-bar class="uni-search-bar" site-id="2" data-static-icons='{ "clear": "/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-clear", "more_vert": "/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-more-vert", "rss_feed": "/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-rss-feed", "search": "/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-search" }' > </uni-search-bar> <div class="uni-header__newsletter uni-header__newsletter--desktop"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--desktop kw-button kw-button--high-emphasis" href="/newsletter-subscribe/" data-analytics-onclick='{ "event": "page interaction", "category": "newsletter", "action": "header" , "label": "subscribe" }' aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </header> <nav class="uni-navigation uni-navigation--mobile" role="navigation" aria-label="Main" data-component="uni-navigation-mobile" aria-hidden='true' data-analytics-module='{ "module_name": "mobile nav", "section_header": "Mobile menu" }'> <div class="uni-navigation__brand-mobile"> <button class="uni-navigation__close" aria-label="Close Menu" aria-hidden="true"> <svg aria-hidden="true" aria-label="Close Menu" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#close_icon"></use> </svg> </button> <figure class="uni-navigation__logo-google" title="Google"> <svg aria-label="Google" role="img" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#h-color-google-logo"></use> </svg> </figure> <span class="uni-navigation__site-title"> <a class="uni-header__site-title-link" href="/" data-analytics=""> <div> The Keyword </div> </a> </span> </div> <div class="uni-navigation__list-mobile"> <ul id="uni-main-menu" class="uni-main-menu" > <li data-has-subnav="" class="uni-main-menu__item uni-main-menu__item--mobile inactive "> <a href="/" class="uni-main-menu__item-label " role="button" tabindex="0"> Latest stories </a> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--mobile active has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Product news <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--mobile"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--mobile"> <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> Product news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Android, Chrome & Play <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/android/" data-navigation=product-news> Android </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/chrome/" data-navigation=product-news> Chrome </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/chromebooks/" data-navigation=product-news> Chromebooks </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-play/" data-navigation=product-news> Google Play </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/wear-os/" data-navigation=product-news> Wear OS </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Platforms & Devices <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/fitbit/" data-navigation=product-news> Fitbit </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-nest/" data-navigation=product-news> Google Nest </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/pixel/" data-navigation=product-news> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Explore & Get Answers <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/gemini/" data-navigation=product-news> Gemini </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/maps/" data-navigation=product-news> Maps </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/news/" data-navigation=product-news> News </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/search/" data-navigation=product-news> Search </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/shopping/" data-navigation=product-news> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Connect & Communicate <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/classroom/" data-navigation=product-news> Classroom </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/photos/" data-navigation=product-news> Photos </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/registry/" data-navigation=product-news> Registry </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/translate/" data-navigation=product-news> Translate </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> In The Cloud <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/workspace/" data-navigation=product-news> Google Workspace </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="https://cloud.google.com/blog/" data-navigation=product-news> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__subnav-sublist-external-icon" role="presentation" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward"></use> </svg> </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/products/google-cloud/" data-navigation=product-news> Google Cloud </a> </li> </ul> </li> </ul> <a href="/products/" class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--landing uni-main-menu__subnav-item-name--mobile"> See all product updates </a> </div> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--mobile inactive has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Company news <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--mobile"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--mobile"> <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> Company news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Outreach & initiatives <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/arts-culture/" data-navigation=company-news> Arts & Culture </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/education/" data-navigation=company-news> Education </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/entrepreneurs/" data-navigation=company-news> Entrepreneurs </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/public-policy/" data-navigation=company-news> Public Policy </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/outreach-initiatives/sustainability/" data-navigation=company-news> Sustainability </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/outreach-initiatives/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Outreach & initiatives"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Technology <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/ai/" data-navigation=company-news> AI </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/developers/" data-navigation=company-news> Developers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/health/" data-navigation=company-news> Health </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/google-deepmind/" data-navigation=company-news> Google DeepMind </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/google-labs/" data-navigation=company-news> Google Labs </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/technology/safety-security/" data-navigation=company-news> Safety and security </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/technology/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Technology"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Inside Google <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/infrastructure/" data-navigation=company-news> Data centers and infrastructure </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/doodles/" data-navigation=company-news> Doodles </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/googlers/" data-navigation=company-news> Googlers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/inside-google/life-at-google/" data-navigation=company-news> Life at Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/inside-google/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Inside Google"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Around the globe <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-asia/" data-navigation=company-news> Google in Asia </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-europe/" data-navigation=company-news> Google in Europe </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/around-the-globe/google-latin-america/" data-navigation=company-news> Google in Latin America </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/around-the-globe/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Around the globe"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Authors <figure class="expand-caret"> <svg class="icon" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/sundar-pichai/" data-navigation=company-news> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/ruth-porat/" data-navigation=company-news> Ruth Porat, President & Chief Investment Officer </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/kent-walker/" data-navigation=company-news> Kent Walker, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/authors/james-manyika/" data-navigation=company-news> James Manyika, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/authors/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Authors"> See all </a> </li> </ul> </li> </ul> </div> </li> </ul> <ul class="uni-header__kebab-menu uni-header__kebab-menu--mobile"> <li class="uni-header__kebab-menu-item"> <li class="uni-header__kebab-menu-item"> <a href="/press//" title="Press corner">Press corner</a> </li> </li> <li class="uni-header__kebab-menu-item"> <a href="/rss/" title="RSS feed"> RSS feed </a> </li> </ul> </div> <div class="uni-header__newsletter uni-header__newsletter--mobile"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button kw-button--high-emphasis" href="/newsletter-subscribe/" data-analytics-onclick='{ "event": "page interaction", "category": "newsletter", "action": "menu" , "label": "subscribe" }' aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </nav> <div class="overlay-body-menu--mobile"></div> <div class="loader-mask"> <div class="loader-mask__loader"></div> </div> <main id="jump-content" class="site-content" tabindex="-1"> <article class="uni-article-wrapper"> <section class="article-hero"> <div class="article-hero__container"> <div class="article-hero__breadcrumb"> <div class="breadcrumb__container" data-component="uni-breadcrumb"> <button class="breadcrumb__prev-btn hide" aria-label="Previous"> <svg aria-hidden="true" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#uni-icon-chevron-right"></use> </svg> </button> <div class="breadcrumb__focusable breadcrumb__focusable--start"></div> <nav aria-label="Breadcrumb" class="breadcrumb breadcrumb__scrollable"> <span class="breadcrumb__label">Breadcrumb</span> <ol data-analytics-module='{ "module_name": "breadcrumbs", "section_header": "How machine learning in G Suite makes people more productive" }'> <li> <a href="https://blog.google/" class="breadcrumb__button breadcrumb__button--homepage" title="The Keyword" aria-label="The Keyword" data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "The Keyword" }' > <svg aria-hidden="true" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#uni-icon-homepage"></use> </svg> </a> </li> <li> <svg aria-hidden="true" class="breadcrumb__chevron" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#uni-icon-chevron-right"></use> </svg> <a href="https://blog.google/products/" class="breadcrumb__button" data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Products" }' > Products </a> </li> <li> <svg aria-hidden="true" class="breadcrumb__chevron" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#uni-icon-chevron-right"></use> </svg> <span class="breadcrumb__current-page"> G Suite </span> </li> </ol> </nav> <div class="breadcrumb__focusable breadcrumb__focusable--end"></div> <button class="breadcrumb__next-btn hide" aria-label="Next"> <svg aria-hidden="true" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#uni-icon-chevron-right"></use> </svg> </button> </div> </div> <h1 class="article-hero__h1">How machine learning in G Suite makes people more productive</h1> </div> </section> <div class="article-meta__author-container" data-analytics-module='{ "module_name": "Hero Menu", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="article-meta__author-wrapper"> <div class="article-meta__abstract"> <div class="article-meta__abstract-aside article-meta__abstract-aside--no-abstract"> <div class="article-meta__published-wrapper"> <p class="article-meta__published-at uni-body--small">May 04, 2017</p> <span aria-hidden="true" class="article-meta__separator">·</span> <p class="article-meta__read-time uni-body--small" data-reading-time-render>[[read-time]] min read</p> </div> <div class ="uni-social-share uni-social-share--mobile" data-component="uni-social-share-dropdown" > <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics='{ "event": "page interaction", "category": "social", "action": "menu", "label": "label" }'> <svg aria-hidden="true" class="h-c-icon h-c-icon--color-text" title="Share" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="https://twitter.com/intent/tweet?text=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%20%40google&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "twitter" }' data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="https://www.facebook.com/sharer/sharer.php?caption=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&u=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "facebook" }' data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/&title=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "linkedin" }' data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="mailto:?subject=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&body=Check out this article on the Keyword:%0A%0AHow%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%0A%0Ahttps://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "email" }' data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "copy" }' data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <button class="copy-link__trigger copy-link__trigger-text" data-ga4-method="Copy link" title="Copy link"> <svg class="h-c-icon h-c-icon--color-text" role="presentation" title="Copy link" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </button> <div class="copy-link__dialog copy-link__content" uni-options='{"copyTextButton": "COPIED TO CLIPBOARD"}' aria-hidden="true" tabindex="-1"> <input class="h-c-copy copy-link__url" value="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" id="copy-link" readonly="readonly" type="text"/> <div class="copy-link__copy-message" role="status"></div> </div> </div> </div> </div> </div> </div> </div> <div class="article-meta__container"> <div class="article-meta__content"> </div> <div class="article-share__wrapper" data-analytics-module='{ "module_name": "Hero Share", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class ="uni-social-share uni-social-share--desktop" data-component="uni-social-share-dropdown" > <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics='{ "event": "page interaction", "category": "social", "action": "menu", "label": "label" }'> <svg aria-hidden="true" class="h-c-icon h-c-icon--color-text" title="Share" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="https://twitter.com/intent/tweet?text=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%20%40google&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "twitter" }' data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="https://www.facebook.com/sharer/sharer.php?caption=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&u=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "facebook" }' data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/&title=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "linkedin" }' data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="mailto:?subject=How%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive&body=Check out this article on the Keyword:%0A%0AHow%20machine%20learning%20in%20G%20Suite%20makes%20people%20more%20productive%0A%0Ahttps://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" target="_blank" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "email" }' data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewBox="0 0 30 30" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics='{ "event": "page interaction", "category": "social", "action": "share", "label": "copy" }' data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <button class="copy-link__trigger copy-link__trigger-text" data-ga4-method="Copy link" title="Copy link"> <svg class="h-c-icon h-c-icon--color-text" role="presentation" title="Copy link" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </button> <div class="copy-link__dialog copy-link__content" uni-options='{"copyTextButton": "COPIED TO CLIPBOARD"}' aria-hidden="true" tabindex="-1"> <input class="h-c-copy copy-link__url" value="https://blog.google/products/g-suite/how-machine-learning-g-suite-makes-people-more-productive/" id="copy-link" readonly="readonly" type="text"/> <div class="copy-link__copy-message" role="status"></div> </div> </div> </div> </div> </div> </div> </div> <div class="article-image-hero"> <div class="article-image-hero__container"> <figure class="article-image--full-aspect article-module"> <div class="aspect-ratio-image" style="--height-percentage: 41.7%;"> <div class="aspect-ratio-image__container"> <img srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-600.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1200.format-webp.webp 1200w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1600.format-webp.webp 1600w" sizes="(max-width: 599px) 100vw, (max-width: 1023px) 600px, 1024px" src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/MLInGSuite-01.width-1200.format-webp.webp" fetchpriority="high" alt="Article's hero media" class="aspect-ratio-image__image"> </div> </div> </figure> </div> </div> <section class="uni-container article-container"> <div class="uni-wrapper article-container__wrapper"> <div class="uni-content uni-blog-article-container article-container__content " data-reading-time="true" data-component="uni-article-body"> <google-read-aloud-player data-analytics-module='{ "event": "module_impression", "module_name": "ai_audio", "section_header": "How machine learning in G Suite makes people more productive" }' data-date-modified="2018-06-13T19:13:04.080840+00:00" data-progress-bar-style="half-wave" data-api-key="AIzaSyBLT6VkYe-x7sWLZI2Ep26-fNkBKgND-Ac" data-article-style="style9" data-tracking-ids="G-HGNBTNCHCQ,G-6NKTLKV14N" data-voice-list="en.ioh-pngnat:Cyan,en.usb-pngnat:Lime" data-layout-style="style1" data-highlight-mode="word-over-paragraph" data-highlight-text-color="#000000" data-highlight-word-background="#8AB4F8" data-highlight-paragraph-background="#D2E3FC" data-background="linear-gradient(180deg, #F1F3F4 0%, #F8F9FA 100%)" data-foreground-color="#202124" data-font="600 16px Google Sans, sans-serif" data-box-shadow="0px 1px 3px 1px rgba(60, 64, 67, 0.15)" style=min-height:55px;display:block;max-width:726px;margin-left:auto;margin-right:auto;margin-bottom:36px; > </google-read-aloud-player> <script async src="https://www.gstatic.com/readaloud/player/web/api/js/api.js"></script>  <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p>Email management, formatting documents, creating expense reports. These are just some of the time-sinks that can affect your productivity at work. At Google, this is referred to as “overhead”—time spent working on tasks that do not directly relate to creative output—and it happens a lot.</p><p>According to a Google study in 2015, the average worker spends only about 5 percent of his or her time actually coming up with the next big idea. The rest of our time is caught in the quicksand of formatting, tracking, analysis or other mundane tasks. That’s where machine learning can help.</p><p>Machine learning algorithms observe examples and make predictions based on data. In G Suite, machine learning models make your workday more efficient by taking over menial tasks, like scheduling meetings, or by predicting information you might need and surfacing it for you, like suggesting Docs.</p></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="article-image__is-caption "> <img alt="Time spent chart" src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Time_spent_at_work.width-100.format-webp.webp " class="article-image--full" loading="lazy" data-loading='{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Time_spent_at_work.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Time_spent_at_work.width-1000.format-webp.webp" }' > </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p>Source: Google Data, April 2015</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><h3>Eliminating spam within Gmail using machine learning</h3><p>One of the earliest machine learning use cases for G Suite was within Gmail. Historically, Gmail used a rule-based system, which meant our anti-spam team would create new rules to match individual spam patterns. Over a decade of using this process, we improved spam detection <a href="https://gmail.googleblog.com/2015/07/the-mail-you-want-not-spam-you-dont.html">accuracy to 99 percent</a>.</p><p>Starting in 2014, our team augmented this rule-based system to generate rules using machine learning algorithms instead, taking spam detection one step further. Now, we use TensorFlow and other machine learning to continually regenerate the “spam filter,” so the system has learned to predict which emails are most likely junk. Machine learning finds new patterns and adapts far quicker than previous manual systems—it’s a big part of the reason that more than one billion Gmail users <a href="https://www.wired.com/2015/07/google-says-ai-catches-99-9-percent-gmail-spam/">avoid spam</a> within their account.</p><h3>See machine learning in your favorite G Suite apps</h3><p>G Suite’s goal is to help teams accomplish more with its intelligent apps, no matter where they are in the world. And chances are, you’ve already seen machine learning integrated into your day-to-day work to do just that.</p><a href="https://blog.google/products/gmail/computer-respond-to-this-email/">Smart Reply</a>, for example, uses machine learning to generate three natural language responses to an email. So if you find yourself on the road or pressed for time and in need of a quick way to clear your inbox, let Smart Reply do it for you.</div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="article-image__no-caption "> <img alt="Smart Reply GIF" src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/smartreply.gif " class="article-image--large" > </div> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><a href="https://blog.google/products/docs/explore-docs-sheets-and-slides/">Explore in Docs, Slides and Sheets</a> uses machine learning to eliminate time spent on mundane tasks, like tracking down documents or information on the web, reformatting presentations or performing calculations within spreadsheets. </p></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="article-image__no-caption "> <img alt="Explore" src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DE-Explore-AllEditors-v6-Updated_.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading='{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DE-Explore-AllEditors-v6-Updated_.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DE-Explore-AllEditors-v6-Updated.width-1000.format-webp.webp" }' > </div> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><a href="https://www.blog.google/products/drive/save-time-with-quick-access-in-drive/">Quick Access in Drive</a> predicts and suggests files you might need within Drive. Using machine intelligence, Quick Access can predict files based on who you share files with frequently, when relevant meetings occur within your Calendar or if you tend to use files at certain times of the day.</p></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="article-image__no-caption "> <img alt="Quick Access" src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Benefit3-DQA-iOS.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading='{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Benefit3-DQA-iOS.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Benefit3-DQA-iOS.width-1000.format-webp.webp" }' > </div> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p>To learn more about how machine intelligence can make your life easier, <a href="https://cloudwebinars.withgoogle.com/live/mainstream-ML-northam?utm_source=google&utm_medium=cloudwebsite&utm_campaign=2017-gc-cnc-runrate-event-webinar-mainstream_ml_cloudgooglecom-allprs-analytics&utm_term=outbound">sign up for this free webinar</a> on June 15, 2017, featuring experts from MIT Research, Google and other companies. You can also check out the <a href="https://cloud.google.com/blog/big-data/">Big Data and Machine Learning</a> blog or <a href="https://www.youtube.com/watch?v=M0gWtLX7rtc">watch this video</a> from Google Cloud Next with Ryan Tabone, director of product management at Google, where he explains more about “overhead.” </p></div> </div> </div> <div class="uni-blog-article-tags article-tags" data-analytics-module='{ "module_name": "Article Tags", "section_header": "How machine learning in G Suite makes people more productive" }'> <div class="uni-blog-article-tags__wrapper"> <span class="uni-blog-article-tags__label uni-eyebrow">POSTED IN:</span> </div> <nav class="uni-blog-article-tags__container uni-click-tracker" data-analytics='{ "category": "landing page lead", "action": "article tag" }' > <ul class="uni-blog-article-tags__tags-list"> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/workspace/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Google Workspace"}' > Google Workspace </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/technology/ai/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "topics: AI"}' > AI </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/gmail/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Gmail"}' > Gmail </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/drive/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Drive"}' > Drive </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/docs/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Docs"}' > Docs </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/docs/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Sheets"}' > Sheets </a> </li> <li> <a class="uni-blog-article-tags-value uni-body--small uni-link-active" href=" https://blog.google/products/docs/ " data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "Google Workspace" }' data-analytics='{"label": "product: Slides"}' > Slides </a> </li> </ul> </nav> </div> </div> </div> </section> </article> <div class="uni-related-articles-cards ga4-carousel" data-analytics-module='{ "module_name": "Article Footer Related Stories", "section_header": "Related stories" }' > <div class="uni-related-articles-cards-container" data-component="uni-related-articles"> <div class="uni-related-articles-grid-title"> <div class="uni-related-articles-grid-wrapper"> <h3 class="uni-related-articles-cards__title"> <div class="uni-related-articles-cards__title-content "> Related stories </div> </h3> </div> </div> <div class="uni-related-articles-cards__track"> <ul aria-role="menu" aria-label="Related articles" class="uni-related-articles-cards__wrap "> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/around-the-globe/google-europe/united-kingdom/ai-could-be-the-key-to-unlocking-a-more-efficient-uk-public-sector/" class="uni-related-articles-cards__link" data-index="1" data-target="card" data-primaryTag = "products - google cloud" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "AI could be the key to unlocking a more efficient UK public sector", "link_url": "https://blog.google/around-the-globe/google-europe/united-kingdom/ai-could-be-the-key-to-unlocking-a-more-efficient-uk-public-sector/", "source_content": "Related stories", "related_index": "1", "related_article_tag": "products - google cloud", "article_name": "AI could be the key to unlocking a more efficient UK public sector", "author_name": "Iain Burgess" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/publicsector_drafts2-01.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/publicsector_drafts2-01.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/publicsector_drafts2-01.max-1200x416.format-webp.webp" alt="publicsector_drafts2-01" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/publicsector_drafts2-01.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/publicsector_drafts2-01.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Google Cloud</span> <h4 class="uni-related-articles-cards__headline" data-target="title">AI could be the key to unlocking a more efficient UK public sector</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Iain Burgess </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Nov 26, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/technology/ai/world-chess-championships-2024/" class="uni-related-articles-cards__link" data-index="2" data-target="card" data-primaryTag = "topics - ai" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "5 ways to explore chess during the 2024 World Chess Championship", "link_url": "https://blog.google/technology/ai/world-chess-championships-2024/", "source_content": "Related stories", "related_index": "2", "related_article_tag": "topics - ai", "article_name": "5 ways to explore chess during the 2024 World Chess Championship", "author_name": "Google" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ink_Chess_2096x1182_1.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ink_Chess_2096x1182_1.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ink_Chess_2096x1182_1.max-1200x416.format-webp.webp" alt="Ink_Chess_2096x1182 (1)" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ink_Chess_2096x1182_1.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Ink_Chess_2096x1182_1.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">5 ways to explore chess during the 2024 World Chess Championship</h4> </div> <div class="uni-related-articles-cards__info"> <span class="uni-related-articles-cards__date" data-target="date"> Nov 25, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/outreach-initiatives/google-org/googleorg-ai-opportunity-fund-europe/" class="uni-related-articles-cards__link" data-index="3" data-target="card" data-primaryTag = "topics - google.org" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "Announcing recipients of the Google.org AI Opportunity Fund: Europe", "link_url": "https://blog.google/outreach-initiatives/google-org/googleorg-ai-opportunity-fund-europe/", "source_content": "Related stories", "related_index": "3", "related_article_tag": "topics - google.org", "article_name": "Announcing recipients of the Google.org AI Opportunity Fund: Europe", "author_name": "Rowan Barnett" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IMG_3147_1_1.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IMG_3147_1_1.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IMG_3147_1_1.max-1200x416.format-webp.webp" alt="IMG_3147 (1) (1)" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IMG_3147_1_1.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/IMG_3147_1_1.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Google.org</span> <h4 class="uni-related-articles-cards__headline" data-target="title">Announcing recipients of the Google.org AI Opportunity Fund: Europe</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Rowan Barnett </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Nov 21, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/technology/ai/8-impressions-from-co-creating-the-sounds-of-the-future/" class="uni-related-articles-cards__link" data-index="4" data-target="card" data-primaryTag = "topics - ai" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "8 impressions from co\u002Dcreating the sounds of the future", "link_url": "https://blog.google/technology/ai/8-impressions-from-co-creating-the-sounds-of-the-future/", "source_content": "Related stories", "related_index": "4", "related_article_tag": "topics - ai", "article_name": "8 impressions from co\u002Dcreating the sounds of the future", "author_name": "Mira Lane" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Hero_5.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Hero_5.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Hero_5.max-1200x416.format-webp.webp" alt="Hero_5" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Hero_5.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Hero_5.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">8 impressions from co-creating the sounds of the future</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Mira Lane </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Nov 20, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/around-the-globe/google-europe/united-kingdom/5-ways-gemini-live-can-make-your-workday-easier/" class="uni-related-articles-cards__link" data-index="5" data-target="card" data-primaryTag = "topics - uk" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "5 ways Gemini Live can make your workday easier", "link_url": "https://blog.google/around-the-globe/google-europe/united-kingdom/5-ways-gemini-live-can-make-your-workday-easier/", "source_content": "Related stories", "related_index": "5", "related_article_tag": "topics - uk", "article_name": "5 ways Gemini Live can make your workday easier", "author_name": "Laurian Clemence" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleCasperLeeOvers_363.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleCasperLeeOvers_363.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleCasperLeeOvers_363.max-1200x416.format-webp.webp" alt="GoogleCasperLeeOvers_363" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleCasperLeeOvers_363.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/GoogleCasperLeeOvers_363.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">UK</span> <h4 class="uni-related-articles-cards__headline" data-target="title">5 ways Gemini Live can make your workday easier</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Laurian Clemence </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Nov 20, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="https://blog.google/technology/ai/how-songwriter-justin-tranter-helped-evolve-music-ai-sandbox/" class="uni-related-articles-cards__link" data-index="6" data-target="card" data-primaryTag = "topics - ai" data-image="true" data-ga4-analytics-footer-lead-click='{ "link_text": "How songwriter Justin Tranter helped evolve Music AI Sandbox", "link_url": "https://blog.google/technology/ai/how-songwriter-justin-tranter-helped-evolve-music-ai-sandbox/", "source_content": "Related stories", "related_index": "6", "related_article_tag": "topics - ai", "article_name": "How songwriter Justin Tranter helped evolve Music AI Sandbox", "author_name": "Arathi Sethumadhavan" }' > <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_Sessions_Justin_11_13_24_1.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_Sessions_Justin_11_13_24_.max-1200x416.format-webp.webp 1200w"> <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_Sessions_Justin_11_13_24_.max-1200x416.format-webp.webp" alt="Labs Sessions_Justin_11_13_24_1280x720" sizes=" 600px, 1200px" srcset="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_Sessions_Justin_11_13_24_1.max-600x208.format-webp.webp 600w, https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Labs_Sessions_Justin_11_13_24_.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy" > </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">How songwriter Justin Tranter helped evolve Music AI Sandbox</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Arathi Sethumadhavan </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Nov 19, 2024</span> </div> <svg class="uni-related-articles-cards__item-arrow" data-target="arrow" role="presentation" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item--placeholder">.</li> </ul> </div> <button class="uni-related-articles-cards__arrow uni-related-articles-cards__arrow--prev " aria-controls="Previous" aria-label="Previous" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "arrow - left", "position": "" }' > <span class="uni-related-articles-cards__arrow--fig"></span> </button> <button class="uni-related-articles-cards__arrow uni-related-articles-cards__arrow--next " aria-controls="Next" aria-label="Next" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "arrow - right", "position": "" }' > <span class="uni-related-articles-cards__arrow--fig"></span> </button> <fieldset class="uni-related-articles-cards__pagination ga4-bullets " aria-label="Pagination"> <label for="uni-related-articles-cards__pagination-dot-1" data-index="1" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "1" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-1"> </label> <label for="uni-related-articles-cards__pagination-dot-2" data-index="2" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "2" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-2"> </label> <label for="uni-related-articles-cards__pagination-dot-3" data-index="3" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "3" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-3"> </label> <label for="uni-related-articles-cards__pagination-dot-4" data-index="4" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "4" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-4"> </label> <label for="uni-related-articles-cards__pagination-dot-5" data-index="5" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "5" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-5"> </label> <label for="uni-related-articles-cards__pagination-dot-6" data-index="6" class="dot" data-ga4-analytics-carousel-scroll-click='{ "toggle_type_direction": "bullet", "position": "6" }' > <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-6"> </label> </fieldset> </div> </main> <div class="uni-newsletter-toast" data-component="uni-newsletter-toast" data-analytics-onvisble ='{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "view" }'> <div class="h-c-page"> <div class="uni-newsletter-toast--container h-c-grid"> <div class="uni-newsletter-toast__info h-c-grid__col h-c-grid__col--12 h-c-grid__col-l--9 h-c-grid__col--align-middle"> <div class="uni-newsletter-toast__img"> <img src="/static/blogv2/images/newsletter_toast.svg?version=pr20241113-1756" alt=""> </div> <p class="uni-newsletter-toast__text">Let’s stay in touch. Get the latest news from Google in your inbox.</p> </div> <div class="uni-newsletter-toast__buttons h-c-grid__col h-c-grid__col--8 h-c-grid__col-l--3"> <a class="uni-newsletter-toast__cta uni-newsletter-toast__cta--sub" href="/newsletter-subscribe/" data-analytics-onclick='{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "subscribe" }' tabindex="0" aria-label="Newsletter subscribe" data-content-type="blogv2 | article page" >Subscribe</a> <button class="uni-newsletter-toast__cta uni-newsletter-toast__cta--no" data-analytics-onclick='{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "no thanks" }' tabindex="0" data-content-type="blogv2 | article page">No thanks</button> </div> </div> </div> </div> <footer class="h-c-footer h-c-footer--topmargin h-c-footer--standard h-has-social" id="footer-standard" data-component="uni-footer-component" data-analytics-module='{ "module_name": "footer", "section_header": "How machine learning in G Suite makes people more productive" }'> <section class="h-c-footer__upper"> <section class="h-c-social"> <div class="h-c-social__group"> <p class="h-c-social__title h-c-social__title--inline"> Follow Us </p> <ul class="h-c-social__list h-no-bullet"> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics='{ "category": "social", "action": "follow - footer", "label": "Instagram", "pagePath": "https://www.instagram.com/google/" }' aria-label="Instagram" href="https://www.instagram.com/google/"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-instagram"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics='{ "category": "social", "action": "follow - footer", "label": "Twitter", "pagePath": "https://twitter.com/google" }' aria-label="Twitter" href="https://twitter.com/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-twitter"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics='{ "category": "social", "action": "follow - footer", "label": "Youtube", "pagePath": "https://www.youtube.com/google" }' aria-label="YouTube" href="https://www.youtube.com/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-youtube"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics='{ "category": "social", "action": "follow - footer", "label": "Facebook", "pagePath": "https://www.facebook.com/Google" }' aria-label="Facebook" href="https://www.facebook.com/Google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-facebook"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics='{ "category": "social", "action": "follow - footer", "label": "Linkedin", "pagePath": "https://www.linkedin.com/company/google" }' aria-label="LinkedIn" href="https://www.linkedin.com/company/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewBox="0 0 18 18" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#social-linkedin"></use> </svg> </a> </li> </ul> </div> </section> </section> <section class="h-c-footer__global"> <div class="h-c-footer__logo"> <a class="uni-click-tracker" href="https://www.google.com" title="Google" data-analytics='{ "category": "navigation", "action": "footer", "label": "logo", "pagePath": "https://www.google.com" }'> <svg aria-hidden="true" class="h-c-footer__logo-img" viewBox="0 0 396 130" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#google-logo"></use> </svg> </a> </div> <ul class="h-c-footer__global-links h-no-bullet"> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="https://policies.google.com/privacy" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://policies.google.com/privacy" }'>Privacy </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="https://policies.google.com/terms" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://policies.google.com/terms" }'>Terms </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="https://about.google/" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://about.google/" }'>About Google </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="https://about.google/products/" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://about.google/products/" }'>Google Products </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="/about/" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "/about/" }'>About the Keyword </a> </li> </ul> <ul class="h-c-footer__global-links h-c-footer__global-links--extra h-no-bullet"> <li class="h-c-footer__global-links-list-item h-c-footer__global-links-list-item--extra"> <a class="h-c-footer__link uni-click-tracker" href="https://support.google.com" data-analytics='{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://support.google.com" }'> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--footer" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#mi-help"></use> </svg> Help </a> </li> <li class="h-c-footer__global-links-list-item h-c-footer__global-links-list-item--extra uni-footer-language"> <div class="uni-picker" data-component="uni-lang-picker"> <select name="language" class="uni-picker__order-menu" aria-label="Select a language"> <option label="Bahasa Indonesia (Indonesia)" value="/intl/id-id/" class="uni-picker__item" > Bahasa Indonesia (Indonesia) </option> <option label="Deutsch" value="/intl/de-de/" class="uni-picker__item" > Deutsch </option> <option label="English" value="/" class="uni-picker__item" selected="selected" > English </option> <option label="English (Africa)" value="/intl/en-africa/" class="uni-picker__item" > English (Africa) </option> <option label="English (Australia)" value="/intl/en-au/" class="uni-picker__item" > English (Australia) </option> <option label="English (Canada)" value="/intl/en-ca/" class="uni-picker__item" > English (Canada) </option> <option label="English (India)" value="/intl/en-in/" class="uni-picker__item" > English (India) </option> <option label="English (MENA)" value="/intl/en-mena/" class="uni-picker__item" > English (MENA) </option> <option label="Español (España)" value="/intl/es-es/" class="uni-picker__item" > Español (España) </option> <option label="Español (Latinoamérica)" value="/intl/es-419/" class="uni-picker__item" > Español (Latinoamérica) </option> <option label="Français (Canada)" value="/intl/fr-ca/" class="uni-picker__item" > Français (Canada) </option> <option label="Français (France)" value="/intl/fr-fr/" class="uni-picker__item" > Français (France) </option> <option label="Italiano" value="/intl/it-it/" class="uni-picker__item" > Italiano </option> <option label="Nederlands (Nederland)" value="/intl/nl-nl/" class="uni-picker__item" > Nederlands (Nederland) </option> <option label="Polski" value="/intl/pl-pl/" class="uni-picker__item" > Polski </option> <option label="Português (Brasil)" value="/intl/pt-br/" class="uni-picker__item" > Português (Brasil) </option> <option label="Česko (Čeština)" value="/intl/cs-cz/" class="uni-picker__item" > Česko (Čeština) </option> <option label="اللغة العربية (MENA)" value="/intl/ar-mena/" class="uni-picker__item" > اللغة العربية (MENA) </option> <option label="日本語 (日本)" value="/intl/ja-jp/" class="uni-picker__item" > 日本語 (日本) </option> <option label="한국어" value="/intl/ko-kr/" class="uni-picker__item" > 한국어 </option> </select> </div> </li> </ul> </section> </footer> <div id="base-scripts" data-scripts='[ { "url": "/static/blogv2/js/csp/gtm.js?version=pr20241113-1756", "options": { "async": false, "defer": true } }, { "url": "/static/keyword/js/all/index.js?version=pr20241113-1756", "options": { "async": false, "defer": false } } ]'></div> <div id="extra-scripts" data-scripts=""> </div> <script> var base_scripts = document.querySelector("#base-scripts").getAttribute('data-scripts'); base_scripts = JSON.parse(base_scripts); var extra_scripts = document.querySelector("#extra-scripts").getAttribute('data-scripts'); if (extra_scripts) { extra_scripts = JSON.parse(extra_scripts); } else { extra_scripts = []; } var scripts = base_scripts.concat(extra_scripts); scripts.forEach(function(scriptObj) { var s = document.createElement('script'); s.async = scriptObj.options.async; s.defer = scriptObj.options.defer; s.src = scriptObj.url; document.head.appendChild(s); }); </script> <script src="https://www.gstatic.com/glue/cookienotificationbar/cookienotificationbar.min.js" data-glue-cookie-notification-bar-category="2B" data-glue-cookie-notification-bar-site-id="blog.google"> </script> </body> </html>

CINXE.COM

How machine learning in G Suite makes people more productive