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Discover models - Gemini" href="https://deepmind.google/models/gemini/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-gemini.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini</div><div class=subnav__link-description>Build intelligent agents</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Gemini Omni" href="https://deepmind.google/models/gemini-omni/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/KmpjWlhFA-6wtqBm/nav__dm__gemini-omni__large.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini Omni</div><div class=subnav__link-description>Create and edit videos</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - 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113Build responsible AI applications at scale</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Lyria" href="https://deepmind.google/models/lyria/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/nav__lyria_IJoZS7t.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Lyria</div><div class=subnav__link-description>Generate high fidelity music and audio</div></div> </a></div></div></div><div class=subnav__column><div class=subnav__content><div class=subnav__header><div class=subnav__title>Code with AI assistance</div><div class=subnav__description>Accelerate development with integrated AI code assistance</div></div><div class=subnav__links><a data-event-nav-name="Build - 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113<div class="flyout__container grid"><div class=flyout__intro><div><h2 class=flyout__title>Tackling the most challenging problems in computer science</h2></div><div class="button-group button-group--compact"><div class=button-group__buttons><a class="button button--outlined icon-right" data-event-nav-name="Research - Explore research" data-event-nav-type=subheader data-gtm-event=nav_select href=/research/> <div class=button__icon><span aria-hidden=true class=icon-md-outlined data-icon=keyboard_arrow_right></span></div> <div class=button__label>Explore research</div> </a></div></div></div><div class=flyout__content-desktop><div class="flyout__subnav subnav subnav--2-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="Research - - Frontier AI" href="https://deepmind.google/research/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Frontier AI</div><div class=subnav__link-description>Building the future of AI-powered products and scientific discovery</div></div> </a><a data-event-nav-name="Research - - Foundational ML" href="https://research.google/research-areas/#foundational-ml-algorithms-1/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Foundational ML</div><div class=subnav__link-description>Exploring the theory and application of ML in language, speech, and more</div></div> </a><a data-event-nav-name="Research - - Health" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/health/> <div class=subnav__link-text><div class=subnav__link-label>Health</div><div class=subnav__link-description>Transforming healthcare and medicine with AI</div></div> </a><a data-event-nav-name="Research - - Quantum AI" href="https://quantumai.google/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Quantum AI</div><div class=subnav__link-description>Building best-in-class quantum computing</div></div> </a></div></div></div><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="Research - - Science" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/science/> <div class=subnav__link-text><div class=subnav__link-label>Science</div><div class=subnav__link-description>Enabling scientific innovation in biology, chemistry, physics, and earth science</div></div> </a><a data-event-nav-name="Research - - Sustainability" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/sustainability/> <div class=subnav__link-text><div class=subnav__link-label>Sustainability</div><div class=subnav__link-description>Driving sustainable innovation through technology</div></div> </a><a data-event-nav-name="Research - - Earth AI" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/earth-ai/> <div class=subnav__link-text><div class=subnav__link-label>Earth AI</div><div class=subnav__link-description>Taking action on planetary info</div></div> </a><a data-event-nav-name="Research - - Economy" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/economy/> <div class=subnav__link-text><div class=subnav__link-label>Economy</div><div class=subnav__link-description>Understanding the evolving economic impact of AI</div></div> </a></div></div></div></div></div></div></nav><nav class="header flyout desktop" aria-labelledby=Responsibility data-section=Responsibility><div class="flyout__container grid"><div class=flyout__intro><div><h2 class=flyout__title>Weâre building and deploying AI responsibly</h2></div></div>
113<div class=flyout__content-desktop><div class="flyout__subnav subnav subnav--1-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="Responsibility - - Responsibility and safety" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/safety/> <div class=subnav__link-text><div class=subnav__link-label>Responsibility and safety</div><div class=subnav__link-description>Ensuring AI safety through proactive security, even against evolving threats</div></div> </a><a data-event-nav-name="Responsibility - - Policy" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/public-policy-perspectives/> <div class=subnav__link-text><div class=subnav__link-label>Policy</div><div class=subnav__link-description>Our AI policy perspectives, priorities, and working alongside partners</div></div> </a><a data-event-nav-name="Responsibility - - Building for everyone" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/building-for-everyone/> <div class=subnav__link-text><div class=subnav__link-label>Building for everyone</div><div class=subnav__link-description>Working together to build AI thatâs helpful for everyone</div></div> </a></div></div></div></div></div></div></nav><nav class="header flyout desktop" aria-labelledby=About data-section=About><div class="flyout__container grid"><div class=flyout__intro><div><h2 class=flyout__title>We're committed to improving the lives of as many people as possible</h2></div></div><div class=flyout__content-desktop><div class="flyout__subnav subnav subnav--2-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="About - - Why AI" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/why-ai/> <div class=subnav__link-text><div class=subnav__link-label>Why AI</div><div class=subnav__link-description>Boldly pursued, AI transforms lives globally when built and used responsibly</div></div> </a><a data-event-nav-name="About - - Our AI Journey" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/our-ai-journey/> <div class=subnav__link-text><div class=subnav__link-label>Our AI Journey</div><div class=subnav__link-description>For over 20 years, Google has worked to make AI helpful for everyone</div></div> </a><a data-event-nav-name="About - - AI Principles" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/principles/> <div class=subnav__link-text><div class=subnav__link-label>AI Principles</div><div class=subnav__link-description>Our commitment to developing technology responsibly</div></div> </a></div></div></div><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="About - - For organizations" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/for-organizations/> <div class=subnav__link-text><div class=subnav__link-label>For organizations</div><div class=subnav__link-description>Our AI tools enable your organization to work smarter and make better decisions</div></div> </a><a data-event-nav-name="About - - Learn AI Skills" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/learn-ai-skills/> <div class=subnav__link-text><div class=subnav__link-label>Learn AI Skills</div><div class=subnav__link-description>Learn essential AI skills through courses, certifications, and more</div></div> </a><a data-event-nav-name="About - - AI for human creativity" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/creativity/> <div class=subnav__link-text><div class=subnav__link-label>AI for human creativity</div><div class=subnav__link-description>Partnerships, models, and tools designed to empower human creativity</div></div> </a></div></div></div></div></div></div></nav></div><nav class="header flyout mobile">
113<div class="flyout__container deepai-grid"><div class="flyout__content-mobile deepai-grid__column--span-8 deepai-grid__column--span-4-md"><div class=flyout__accordion><button class="main-menu__label-tablet flyout__accordion__toggle text-call-to-action" aria-controls=submenu-15 aria-expanded=false data-title=Products type=button><span class=flyout__accordion__label>Products</span> <span class="button-group button-group--compact" aria-hidden=true> <span class=button-group__buttons> <span class="button icon-center icon-center--wide button--tonal open"> <span class=icon-md-outlined data-icon=keyboard_arrow_down></span> </span> <span class="button icon-center icon-center--wide button--outlined close"> <span class=icon-md-outlined data-icon=keyboard_arrow_up></span> </span> </span> </span></button><div class=flyout__accordion__content data-section=Products hidden id=submenu-15><div class=flyout__accordion__content-inner><div class=flyout__intro><div><h2 class=flyout__title>Discover how AI can be helpful, from work to everyday life</h2></div><div class="button-group button-group--row_start button-group--compact"><div class=button-group__buttons><a class="button button--outlined icon-right" data-event-nav-name="Products - Explore products" data-event-nav-type=subheader data-gtm-event=nav_select href=/products/> <div class=button__icon><span aria-hidden=true class=icon-md-outlined data-icon=keyboard_arrow_right></span></div> <div class=button__label>Explore products</div> </a></div></div></div><div class="flyout__subnav subnav subnav--3-column"><div class=subnav__column><div class=subnav__content><div class=subnav__header><div class=subnav__title>Experience AI-first products</div></div><div class=subnav__links><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Products - Experience AI-first products - Chat with Gemini" href="https://gemini.google.com/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/NNmL1hUvjZQiOHC-/gemini_app_icon_nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Chat with Gemini</div><div class=subnav__link-description>Your personal, proactive AI assistant</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Products - Experience AI-first products - AI Mode" href="https://www.google.com/search?udm=50&aep=11?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-ai-mode-nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>AI Mode</div><div class=subnav__link-description>Ask anything, any way, in Google Search</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Products - Experience AI-first products - Gemini Notebook" href="https://notebook.google.com/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/6PPwftP-hCd0lNHM/gemma-ecosystem__lmstudio.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>
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Start building - Gemini API" href="https://ai.google.dev/gemini-api/docs/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block has-dark-mode-alternative no-light-mode-mobile no-dark-mode-mobile"><img class="image image--svg picture__image media--aspect-1-1 light-mode" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-gemini-api__light.svg><img class="image image--svg picture__image media--aspect-1-1 dark-mode-alternative" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-gemini-api__dark.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini API</div><div class=subnav__link-description>Integrate our AI models into your apps</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - 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Discover models - Gemini" href="https://deepmind.google/models/gemini/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-gemini.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini</div><div class=subnav__link-description>Build intelligent agents</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Gemini Omni" href="https://deepmind.google/models/gemini-omni/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/KmpjWlhFA-6wtqBm/nav__dm__gemini-omni__large.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini Omni</div><div class=subnav__link-description>Create and edit videos</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Nano Banana" href="https://deepmind.google/models/gemini-image/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/nav__nano-banana.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Nano Banana</div><div class=subnav__link-description>Create and edit detailed images</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Gemma" href="https://deepmind.google/models/gemma/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/large-gemma.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemma</div><div class=subnav__link-description>
113Build responsible AI applications at scale</div></div> </a><a class="subnav__link subnav__link--has-icon" data-event-nav-name="Build - Discover models - Lyria" href="https://deepmind.google/models/lyria/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--large"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/nav__lyria_IJoZS7t.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Lyria</div><div class=subnav__link-description>Generate high fidelity music and audio</div></div> </a></div></div></div><div class=subnav__column><div class=subnav__content><div class=subnav__header><div class=subnav__title>Code with AI assistance</div><div class=subnav__description>Accelerate development with integrated AI code assistance</div></div><div class=subnav__links><a data-event-nav-name="Build - Code with AI assistance - Google Antigravity CLI" href="https://antigravity.google/product/antigravity-cli?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/fndVO8VzEYnsohOp/Frame_8_XpssQI6.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Google Antigravity CLI</div><div class=subnav__link-description></div></div> </a><a data-event-nav-name="Build - Code with AI assistance - Colab" href="https://colab.sandbox.google.com/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/small-colab-nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Colab</div><div class=subnav__link-description></div></div> </a><a data-event-nav-name="Build - Code with AI assistance - Jules" href="https://jules.google.com/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/small-jules-nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Jules</div><div class=subnav__link-description></div></div> </a><a data-event-nav-name="Build - Code with AI assistance - Gemini Code Assist" href="https://codeassist.google/#available-in-your-favorite-ideas-and-platformsh/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/small-gemini-nav_MBUGmZ3.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Gemini Code Assist</div><div class=subnav__link-description></div></div> </a><a data-event-nav-name="Build - Code with AI assistance - Android Studio" href="https://developer.android.com/studio/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/small-android-studio-nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Android Studio</div><div class=subnav__link-description></div></div> </a><a data-event-nav-name="Build - Code with AI assistance - Chrome DevTools" href="https://developer.chrome.com/docs/devtools/ai-assistance?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class="subnav__link-image subnav__link-image--small"><div class="w-block-icon block-icon"><div class="media-image-block no-light-mode-mobile no-dark-mode no-dark-mode-mobile has-default-media"><img class="image image--svg picture__image media--aspect-1-1" alt role=presentation src=https://storage.googleapis.com/gdm-deepmind-com-prod-public/media/original_images/small-chrome-dev-tools-nav.svg></div></div></div> <div class=subnav__link-text><div class=subnav__link-label>Chrome DevTools</div><div class=subnav__link-description></div></div> </a></div></div></div></div></div></div></div><div class=flyout__accordion><button class="main-menu__label-tablet flyout__accordion__toggle text-call-to-action" aria-controls=submenu-17 aria-expanded=false data-title=Research type=button><span class=flyout__accordion__label>Research</span> <span class="button-group button-group--compact" aria-hidden=true> <span class=button-group__buttons> <span class="button icon-center icon-center--wide button--tonal open"> <span class=icon-md-outlined data-icon=keyboard_arrow_down></span> </span> <span class="button icon-center icon-center--wide button--outlined close"> <span class=icon-md-outlined data-icon=keyboard_arrow_up></span> </span> </span> </span></button><div class=flyout__accordion__content data-section=Research hidden id=submenu-17><div class=flyout__accordion__content-inner><div class=flyout__intro><div><h2 class=flyout__title>Tackling the most challenging problems in computer science</h2></div><div class="button-group button-group--row_start button-group--compact"><div class=button-group__buttons><a class="button button--outlined icon-right" data-event-nav-name="Research - Explore research" data-event-nav-type=subheader data-gtm-event=nav_select href=/research/> <div class=button__icon><span aria-hidden=true class=icon-md-outlined data-icon=keyboard_arrow_right></span></div> <div class=button__label>Explore research</div> </a></div></div></div><div class="flyout__subnav subnav subnav--2-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="Research - - Frontier AI" href="https://deepmind.google/research/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Frontier AI</div><div class=subnav__link-description>Building the future of AI-powered products and scientific discovery</div></div> </a><a data-event-nav-name="Research - - Foundational ML" href="https://research.google/research-areas/#foundational-ml-algorithms-1/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Foundational ML</div><div class=subnav__link-description>Exploring the theory and application of ML in language, speech, and more</div></div> </a><a data-event-nav-name="Research - - Health" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/health/> <div class=subnav__link-text><div class=subnav__link-label>Health</div><div class=subnav__link-description>Transforming healthcare and medicine with AI</div></div> </a><a data-event-nav-name="Research - - Quantum AI" href="https://quantumai.google/?utm_source=ai.google&utm_medium=referral" rel="noopener noreferrer" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select target=_blank> <div class=subnav__link-text><div class=subnav__link-label>Quantum AI</div><div class=subnav__link-description>Building best-in-class quantum computing</div></div> </a><a data-event-nav-name="Research - - Science" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/science/> <div class=subnav__link-text><div class=subnav__link-label>Science</div><div class=subnav__link-description>Enabling scientific innovation in biology, chemistry, physics, and earth science</div></div> </a><a data-event-nav-name="Research - - Sustainability" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/sustainability/> <div class=subnav__link-text><div class=subnav__link-label>Sustainability</div><div class=subnav__link-description>Driving sustainable innovation through technology</div></div> </a><a data-event-nav-name="Research - - Earth AI" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/earth-ai/> <div class=subnav__link-text><div class=subnav__link-label>Earth AI</div><div class=subnav__link-description>Taking action on planetary info</div></div> </a><a data-event-nav-name="Research - - Economy" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/economy/> <div class=subnav__link-text><div class=subnav__link-label>Economy</div><div class=subnav__link-description>Understanding the evolving economic impact of AI</div></div> </a></div></div></div></div></div></div></div><div class=flyout__accordion><button class="main-menu__label-tablet flyout__accordion__toggle text-call-to-action" aria-controls=submenu-18 aria-expanded=false data-title=Responsibility type=button><span class=flyout__accordion__label>Responsibility</span> <span class="button-group button-group--compact" aria-hidden=true> <span class=button-group__buttons> <span class="button icon-center icon-center--wide button--tonal open"> <span class=icon-md-outlined data-icon=keyboard_arrow_down></span> </span> <span class="button icon-center icon-center--wide button--outlined close"> <span class=icon-md-outlined data-icon=keyboard_arrow_up></span> </span> </span> </span></button><div class=flyout__accordion__content data-section=Responsibility hidden id=submenu-18><div class=flyout__accordion__content-inner><div class=flyout__intro><div><h2 class=flyout__title>Weâre building and deploying AI responsibly</h2></div></div><div class="flyout__subnav subnav subnav--1-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="Responsibility - - Responsibility and safety" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/safety/> <div class=subnav__link-text><div class=subnav__link-label>Responsibility and safety</div><div class=subnav__link-description>Ensuring AI safety through proactive security, even against evolving threats</div></div> </a><a data-event-nav-name="Responsibility - - Policy" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/public-policy-perspectives/> <div class=subnav__link-text><div class=subnav__link-label>Policy</div><div class=subnav__link-description>Our AI policy perspectives, priorities, and working alongside partners</div></div> </a><a data-event-nav-name="Responsibility - - Building for everyone" class=subnav__link data-event-nav-type=subheader data-gtm-event=nav_select href=https://ai.google/building-for-everyone/> <div class=subnav__link-text><div class=subnav__link-label>Building for everyone</div><div class=subnav__link-description>Working together to build AI thatâs helpful for everyone</div></div> </a></div></div></div></div></div></div></div><a class="main-menu__label-tablet text-call-to-action" data-title="Societal impact" href=https://ai.google/societal-impact/> Societal impact </a><div class=flyout__accordion><button class="main-menu__label-tablet flyout__accordion__toggle text-call-to-action" aria-controls=submenu-20 aria-expanded=false data-title=About type=button><span class=flyout__accordion__label>About</span> <span class="button-group button-group--compact" aria-hidden=true> <span class=button-group__buttons> <span class="button icon-center icon-center--wide button--tonal open"> <span class=icon-md-outlined data-icon=keyboard_arrow_down></span> </span> <span class="button icon-center icon-center--wide button--outlined close"> <span class=icon-md-outlined data-icon=keyboard_arrow_up></span> </span> </span> </span></button><div class=flyout__accordion__content data-section=About hidden id=submenu-20><div class=flyout__accordion__content-inner><div class=flyout__intro><div><h2 class=flyout__title>We're committed to improving the lives of as many people as possible</h2></div></div><div class="flyout__subnav subnav subnav--2-column"><div class=subnav__column><div class=subnav__content><div class=subnav__links><a data-event-nav-name="About - 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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.