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| SustainabilityDriving sustainable innovation through technology | https://ai.google/sustainability/ |
| Earth AITaking action on planetary info | https://ai.google/earth-ai/ |
| EconomyUnderstanding the evolving economic impact of AI | https://ai.google/economy/ |
| Responsibility and safetyEnsuring AI safety through proactive security, even against evolving threats | https://ai.google/safety/ |
| PolicyOur AI policy perspectives, priorities, and working alongside partners | https://ai.google/public-policy-perspectives/ |
| Building for everyoneWorking together to build AI that’s helpful for everyone | https://ai.google/building-for-everyone/ |
| Why AIBoldly pursued, AI transforms lives globally when built and used responsibly | https://ai.google/why-ai/ |
| Our AI JourneyFor over 20 years, Google has worked to make AI helpful for everyone | https://ai.google/our-ai-journey/ |
| AI PrinciplesOur commitment to developing technology responsibly | https://ai.google/principles/ |
| For organizationsOur AI tools enable your organization to work smarter and make better decisions | https://ai.google/for-organizations/ |
| Learn AI SkillsLearn essential AI skills through courses, certifications, and more | https://ai.google/learn-ai-skills/ |
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| Gemini NotebookYour research and thinking partner | https://notebook.google.com/?utm_source=ai.google&utm_medium=referral |
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| Gemini for businessBring the best of Google AI to work | https://cloud.google.com/gemini-enterprise?utm_source=ai.google&utm_medium=et&utm_campaign=ge-ai-link&utm_content=-&utm_term=product_nav |
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| Ask MapsGoogle Maps | https://blog.google/products/maps/gemini-google-maps-navigation-updates/?utm_source=ai.google&utm_medium=referral |
| Live conversationsGemini on Android | https://www.android.com/ai/?utm_source=ai.google&utm_medium=referral |
| Ask PhotosGoogle Photos | https://www.google.com/photos/about/#ask-photos/?utm_source=ai.google&utm_medium=referral |
| Help me writeGoogle Workspace | https://workspace.google.com/features/?utm_source=ai.google&utm_medium=referral |
| Browse with built-in AIChrome | https://www.google.com/chrome/ai-innovations/?utm_source=ai.google&utm_medium=referral |
| Project AstraYour universal AI assistant | https://deepmind.google/models/project-astra/?utm_source=ai.google&utm_medium=referral |
| PomelliOn-brand content for your business | https://labs.google.com/pomelli/about/?utm_source=ai.google&utm_medium=referral |
| StitchNatural language into designs | https://stitch.withgoogle.com/?utm_source=ai.google&utm_medium=referral |
| Find more on Google Labs | https://labs.google/?utm_source=ai.google&utm_medium=referral |
| Explore our full AI stack | https://ai.google/build/ |
| Google AI StudioBuild with our latest AI models | https://aistudio.google.com/?utm_source=ai.google&utm_medium=referral |
| Gemini platformBuild, scale, and govern agents | https://console.cloud.google.com/agent-platform/overview?utm_source=ai.google&utm_medium=referral |
| Gemini APIIntegrate our AI models into your apps | https://ai.google.dev/gemini-api/docs/?utm_source=ai.google&utm_medium=referral |
| Google AntigravityOur agent-first development platform | https://antigravity.google/?utm_source=ai.google&utm_medium=referral |
| GeminiBuild intelligent agents | https://deepmind.google/models/gemini/?utm_source=ai.google&utm_medium=referral |
| Gemini OmniCreate and edit videos | https://deepmind.google/models/gemini-omni/?utm_source=ai.google&utm_medium=referral |
| Nano BananaCreate and edit detailed images | https://deepmind.google/models/gemini-image/?utm_source=ai.google&utm_medium=referral |
| GemmaBuild responsible AI applications at scale | https://deepmind.google/models/gemma/?utm_source=ai.google&utm_medium=referral |
| LyriaGenerate high fidelity music and audio | https://deepmind.google/models/lyria/?utm_source=ai.google&utm_medium=referral |
| Google Antigravity CLI | https://antigravity.google/product/antigravity-cli?utm_source=ai.google&utm_medium=referral |
| Colab | https://colab.sandbox.google.com/?utm_source=ai.google&utm_medium=referral |
| Jules | https://jules.google.com/?utm_source=ai.google&utm_medium=referral |
| Gemini Code Assist | https://codeassist.google/#available-in-your-favorite-ideas-and-platformsh/?utm_source=ai.google&utm_medium=referral |
| Android Studio | https://developer.android.com/studio/?utm_source=ai.google&utm_medium=referral |
| Chrome DevTools | https://developer.chrome.com/docs/devtools/ai-assistance?utm_source=ai.google&utm_medium=referral |
| Explore research | https://ai.google/research/ |
| Frontier AIBuilding the future of AI-powered products and scientific discovery | https://deepmind.google/research/?utm_source=ai.google&utm_medium=referral |
| Foundational MLExploring the theory and application of ML in language, speech, and more | https://research.google/research-areas/#foundational-ml-algorithms-1/?utm_source=ai.google&utm_medium=referral |
| HealthTransforming healthcare and medicine with AI | https://ai.google/health/ |
| Quantum AIBuilding best-in-class quantum computing | https://quantumai.google/?utm_source=ai.google&utm_medium=referral |
| ScienceEnabling scientific innovation in biology, chemistry, physics, and earth science | https://ai.google/science/ |
| SustainabilityDriving sustainable innovation through technology | https://ai.google/sustainability/ |
| Earth AITaking action on planetary info | https://ai.google/earth-ai/ |
| EconomyUnderstanding the evolving economic impact of AI | https://ai.google/economy/ |
| Responsibility and safetyEnsuring AI safety through proactive security, even against evolving threats | https://ai.google/safety/ |
| PolicyOur AI policy perspectives, priorities, and working alongside partners | https://ai.google/public-policy-perspectives/ |
| Building for everyoneWorking together to build AI that’s helpful for everyone | https://ai.google/building-for-everyone/ |
| Societal impact | https://ai.google/societal-impact/ |
| Why AIBoldly pursued, AI transforms lives globally when built and used responsibly | https://ai.google/why-ai/ |
| Our AI JourneyFor over 20 years, Google has worked to make AI helpful for everyone | https://ai.google/our-ai-journey/ |
| AI PrinciplesOur commitment to developing technology responsibly | https://ai.google/principles/ |
| For organizationsOur AI tools enable your organization to work smarter and make better decisions | https://ai.google/for-organizations/ |
| Learn AI SkillsLearn essential AI skills through courses, certifications, and more | https://ai.google/learn-ai-skills/ |
| AI for human creativityPartnerships, models, and tools designed to empower human creativity | https://ai.google/creativity/ |
| Try Gemini | https://gemini.google.com/?utm_source=ai.google&utm_medium=referral |
| Google AI | https://ai.google/ |
| Google AI Learn about all our AI | https://ai.google/ |
| Google DeepMind Explore the frontier of AI | https://deepmind.google/?utm_source=ai.google&utm_medium=referral |
| Google Labs Try our AI experiments | https://labs.google/?utm_source=ai.google&utm_medium=referral |
| Google Research Explore our research | https://research.google/?utm_source=ai.google&utm_medium=referral |
| Gemini app Chat with Gemini | https://gemini.google.com/?utm_source=ai.google&utm_medium=referral |
| Google AI Studio Build with our next-gen AI models | https://aistudio.google.com/?utm_source=ai.google&utm_medium=referral |
| Google Antigravity Our agentic development platform | https://antigravity.google?utm_source=ai.google&utm_medium=referral |
| Gemini for business Use Gemini grounded in your business data | https://cloud.google.com/gemini-enterprise?utm_source=ai.google&utm_medium=et&utm_campaign=ge-ai-link&utm_content=-&utm_term=ai-nav |
| Products | https://ai.google/products/ |
| Build | https://ai.google/build/ |
| Research | https://ai.google/research/ |
| Societal impact | https://ai.google/societal-impact/ |
| Try Gemini | https://gemini.google.com/?utm_source=ai.google&utm_medium=referral |
| Download PDF of this page | https://ai.google/static/documents/google-why-we-focus-on-ai.pdf |
| Why we’re developing AI | https://ai.google/why-ai/#why-were-developing-ai |
| To what end? | https://ai.google/why-ai/#to-what-end |
| Complexities and risks | https://ai.google/why-ai/#complexities-and-risks |
| Responsible AI | https://ai.google/why-ai/#responsible-ai |
| A collective approach | https://ai.google/why-ai/#a-collective-approach |
| many have highlighted | https://ai100.stanford.edu/gathering-strength-gathering-storms-one-hundred-year-study-artificial-intelligence-ai100-2021-study |
| access | https://cacm.acm.org/magazines/2020/6/245157-ai-and-accessibility/abstract |
| language | https://www.jair.org/index.php/jair/article/view/12007 |
| productive | https://link.springer.com/article/10.1007/s40821-020-00172-8 |
| new, helpful products and services | https://www.mckinsey.com/featured-insights/artificial-intelligence/notes-from-the-ai-frontier-applications-and-value-of-deep-learning |
| pressing real world challenges | https://aiforgood.itu.int/about-ai-for-good/un-ai-actions/ |
| climate change | https://arxiv.org/abs/1906.05433 |
| identify | https://blog.google/technology/ai/using-ai-to-study-12-years-of-representation-in-tv/?utm_source=ai.google&utm_medium=referral |
| mitigate societal biases and structural inequities | https://www.amacad.org/publication/getting-ai-right-introductory-notes-ai-society |
| scientific | https://www.osti.gov/biblio/1604756/ |
| other breakthroughs | https://royalsociety.org/-/media/policy/projects/ai-and-society/AI-revolution-in-science.pdf?la=en-GB&hash=5240F21B56364A00053538A0BC29FF5F |
| challenges | https://www.engineeringchallenges.org/challenges.aspx |
| medical diagnosis | https://www.nature.com/subjects/medical-imaging/nm |
| Transformers | https://arxiv.org/abs/1706.03762 |
| Word2Vec | https://arxiv.org/abs/1301.3781 |
| Sequence to Sequence Learning | https://research.google/pubs/pub43155/?utm_source=ai.google&utm_medium=referral |
| Federated Learning | https://arxiv.org/abs/1902.01046 |
| Model Distillation | https://arxiv.org/abs/1503.02531 |
| Diffusion Models | https://arxiv.org/abs/2205.11487 |
| Deep Reinforcement Learning | https://www.nature.com/articles/nature14236 |
| Neural Nets with Tree Search | https://www.nature.com/articles/nature16961 |
| Self-learning Systems | https://www.science.org/doi/10.1126/science.aar6404 |
| Neural Architecture Search | https://arxiv.org/abs/1611.01578 |
| Autoregressive Models | https://arxiv.org/abs/1609.03499 |
| Networks with External Memory | https://www.nature.com/articles/nature20101 |
| Large Scale Distributed Deep Networks | https://papers.nips.cc/paper/2012/hash/6aca97005c68f1206823815f66102863-Abstract.html |
| Tensor Processing Units | https://research.google/pubs/pub46078/?utm_source=ai.google&utm_medium=referral |
| mapping nearly all known proteins | https://www.nature.com/articles/d41586-022-02083-2 |
| predicting the function of proteins | http://research.google/blog/using-deep-learning-to-annotate-the-protein-universe/?utm_source=ai.google&utm_medium=referral |
| mapping a piece of the brain in neuroscience research | https://www.biorxiv.org/content/10.1101/2021.05.29.446289v1 |
| discovering faster algorithms | https://www.nature.com/articles/s41586-022-05172-4 |
| advances in quantum computing | https://www.nature.com/articles/s41586-019-1666-5 |
| physics | https://research.google/blog/making-a-dual-of-a-traversable-wormhole-with-a-quantum-computer/?utm_source=ai.google&utm_medium=referral |
| innovating in nuclear fusion | https://www.nature.com/articles/s41586-021-04301-9 |
| Tensor Processing Units | https://cloud.google.com/tpu/?utm_source=ai.google&utm_medium=referral |
| Google Tensor | https://blog.google/products/pixel/introducing-google-tensor/?utm_source=ai.google&utm_medium=referral |
| Colab | https://colab.research.google.com/?utm_source=ai.google&utm_medium=referral |
| TensorFlow | https://www.tensorflow.org/?utm_source=ai.google&utm_medium=referral |
| Jax | https://github.com/google/jax |
| Android ML | https://developer.android.com/ml/?utm_source=ai.google&utm_medium=referral |
| Private Compute | https://security.googleblog.com/2021/09/introducing-androids-private-compute.html?utm_source=ai.google&utm_medium=referral |
| Google Search | https://blog.google/products/search/introducing-mum/?utm_source=ai.google&utm_medium=referral |
| Google Photos | https://blog.google/products/photos/new-memories-features-look-back/?utm_source=ai.google&utm_medium=referral |
| Google Maps | https://blog.google/products/maps/google-maps-101-ai-power-new-features-io-2021/?utm_source=ai.google&utm_medium=referral |
| Google Workspace | https://workspace.google.com/blog/product-announcements/introducing-new-ai-to-help-people-thrive-in-hybrid-work/?utm_source=ai.google&utm_medium=referral |
| Pixel | https://blog.google/products/pixel/introducing-google-tensor/?utm_source=ai.google&utm_medium=referral |
| Android Voice Access | https://blog.google/outreach-initiatives/accessibility/voice-access-updates/?utm_source=ai.google&utm_medium=referral |
| Live Transcribe | https://blog.google/products/android/new-features-make-audio-more-accessible-your-phone/?utm_source=ai.google&utm_medium=referral |
| Google Assistant | https://blog.google/products/assistant/google-assistants-new-updates-make-it-easier-than-ever-to-get-things-done-across-devices/?utm_source=ai.google&utm_medium=referral |
| Project Starline | https://blog.google/technology/research/project-starline/?utm_source=ai.google&utm_medium=referral |
| many creative | https://imagen.research.google/?utm_source=ai.google&utm_medium=referral |
| contact center assistive agents | https://cloud.google.com/solutions/contact-center/?utm_source=ai.google&utm_medium=referral |
| AutoML | https://cloud.google.com/automl/?utm_source=ai.google&utm_medium=referral |
| Gemini Enterprise | https://cloud.google.com/vertex-ai/?utm_source=ai.google&utm_medium=referral |
| Cloud TPUs | https://cloud.google.com/tpu/?utm_source=ai.google&utm_medium=referral |
| Glass Enterprise | https://www.google.com/glass/start/?utm_source=ai.google&utm_medium=referral |
| diabetic retinopathy | https://www.aaojournal.org/article/S0161-6420(17)32698-2/fulltext |
| DeepVariant | https://www.nature.com/articles/nbt.4235 |
| tools | https://insights.sustainability.google/?utm_source=ai.google&utm_medium=referral |
| co-deployments | https://blog.google/technology/ai/icad-partnership-breast-cancer-screening/?utm_source=ai.google&utm_medium=referral |
| Waymo | https://waymo.com/?utm_source=ai.google&utm_medium=referral |
| Isomorphic Labs | https://www.isomorphiclabs.com/?utm_source=ai.google&utm_medium=referral |
| Intrinsic | https://intrinsic.ai/?utm_source=ai.google&utm_medium=referral |
| AI for the UN Sustainable Development Goals | https://globalgoals.withgoogle.com/globalgoals/?utm_source=ai.google&utm_medium=referral |
| Data Commons | https://www.datacommons.org/ |
| coral reef conservation | https://blog.google/intl/en-au/company-news/technology/blue-carbon-project/?utm_source=ai.google&utm_medium=referral |
| flood forecasting | https://blog.google/technology/ai/expanding-our-ml-based-flood-forecasting/?utm_source=ai.google&utm_medium=referral |
| datasets | https://research.google/resources/datasets/?utm_source=ai.google&utm_medium=referral |
| AlphaFold | https://alphafold.ebi.ac.uk/ |
| Google Scholar | https://scholar.google.com/?utm_source=ai.google&utm_medium=referral |
| Colab | https://colab.research.google.com/?utm_source=scs-index/?utm_source=ai.google&utm_medium=referral |
| TPU Research Cloud | https://sites.research.google/trc/about/?utm_source=ai.google&utm_medium=referral |
| National Science Foundation | https://blog.google/technology/ai/partnering-nsf-research-institute-ai-improve-elderly-care/?utm_source=ai.google&utm_medium=referral |
| realize our company’s bold ambitions in climate and sustainability | https://www.gstatic.com/gumdrop/sustainability/google-2022-environmental-report.pdf?utm_source=ai.google&utm_medium=referral |
| energy efficiency in our data centers | https://www.gstatic.com/gumdrop/sustainability/google-2022-environmental-report.pdf?utm_source=ai.google&utm_medium=referral |
| own work | https://www.amacad.org/publication/getting-ai-right-introductory-notes-ai-society |
| others | https://www.amacad.org/daedalus/ai-society |
| unsafely | https://cset.georgetown.edu/publication/ai-accidents-an-emerging-threat/ |
| biases | https://www.amacad.org/publication/signs-taken-wonders-ai-art-matter-race |
| harms | https://fra.europa.eu/en/publication/2020/artificial-intelligence-and-fundamental-rights |
| information hazards | https://partnershiponai.org/program/ai-media-integrity/ |
| non-factuality, misinformation | https://arxiv.org/abs/2108.07258 |
| socio-economic harms | https://www.amacad.org/publication/automation-ai-work |
| labor markets | https://www.amacad.org/publication/turing-trap-promise-peril-human-artificial-intelligence |
| AI Principles | https://www.blog.google/technology/ai/ai-principles/?utm_source=ai.google&utm_medium=referral |
| practice | https://blog.google/technology/ai/an-update-on-our-work-in-responsible-innovation/?utm_source=ai.google&utm_medium=referral |
| AI Principles | https://ai.google/principles/ |
| progress on our AI Principles | https://ai.google/static/documents/ai-responsibility-update-published-february-2025.pdf |
| LaMDA | https://blog.google/technology/ai/lamda/?utm_source=ai.google&utm_medium=referral |
| PaLM | https://research.google/blog/pathways-language-model-palm-scaling-to-540-billion-parameters-for-breakthrough-performance/?utm_source=ai.google&utm_medium=referral |
| Waymo | https://waymo.com/?utm_source=ai.google&utm_medium=referral |
| CS Research Mentorship Program | https://research.google/outreach/csrmp/?utm_source=ai.google&utm_medium=referral |
| AI Test Kitchen | https://blog.google/technology/ai/join-us-in-the-ai-test-kitchen/?utm_source=ai.google&utm_medium=referral |
| Crowdsource | https://crowdsource.google.com/about/?utm_source=ai.google&utm_medium=referral |
| human raters to evaluate AI models | https://deepmind.google/discover/blog/building-safer-dialogue-agents/?utm_source=ai.google&utm_medium=referral |
| Advanced Technology Review Council | https://ai.google/static/documents/ai-principles-2021-progress-update.pdf |
| PAIR guidebook | https://pair.withgoogle.com/guidebook/?utm_source=ai.google&utm_medium=referral |
| safety | https://research.google/blog/lamda-towards-safe-grounded-and-high-quality-dialog-models-for-everything/?utm_source=ai.google&utm_medium=referral |
| bias | https://arxiv.org/abs/1901.04562 |
| toxicity | https://perspectiveapi.com/ |
| open-sourcing the Monk scale | https://skintone.google/?utm_source=ai.google&utm_medium=referral |
| our contributions | https://ai.google/public-policy-perspectives/ |
| Descargar en español (España) | https://ai.google/static/documents/google-why-we-focus-on-ai-es.pdf |
| 日本語でダウンロード | https://ai.google/static/documents/google-why-we-focus-on-ai-ja.pdf |
| télécharger en français | https://ai.google/static/documents/google-why-we-focus-on-ai-fr.pdf |
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