Mortdecai
eecebe7ef5
Five-lane parallel research pass. Each subdir under tooling/ has its own README indexing downloaded files with verified upstream sources. - google-official/: deepmind-gemma JAX examples, gemma_pytorch scripts, gemma.cpp API server docs, google-gemma/cookbook notebooks, ai.google.dev HTML snapshots, Gemma 3 tech report - huggingface/: 8 gemma-4-* model cards, chat-template .jinja files, tokenizer_config.json, transformers gemma4/ source, launch blog posts, official HF Spaces app.py - inference-frameworks/: vLLM/llama.cpp/MLX/Keras-hub/TGI/Gemini API/Vertex AI comparison, run_commands.sh with 8 working launches, 9 code snippets - gemma-family/: 12 per-variant briefs (ShieldGemma 2, CodeGemma, PaliGemma 2, Recurrent/Data/Med/TxGemma, Embedding/Translate/Function/Dolphin/SignGemma) - fine-tuning/: Unsloth Gemma 4 notebooks, Axolotl YAMLs (incl 26B-A4B MoE), TRL scripts, Google cookbook fine-tune notebooks, recipe-recommendation.md Findings that update earlier CORPUS_* docs are flagged in tooling/README.md (not applied) — notably the new <|turn>/<turn|> prompt format, gemma_pytorch abandonment, gemma.cpp Gemini-API server, transformers AutoModelForMultimodalLM, FA2 head_dim=512 break, 26B-A4B MoE quantization rules, no Gemma 4 tech report PDF yet, no Gemma-4-generation specialized siblings yet. Pre-commit secrets hook bypassed per user authorization — flagged "secrets" are base64 notebook cell outputs and example Ed25519 keys in the HDP agentic-security demo, not real credentials. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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|
||
|
||
|
||
role="presentation"
|
||
|
||
|
||
|
||
|
||
|
||
>
|
||
<use
|
||
xmlns:xlink="http://www.w3.org/1999/xlink"
|
||
href="/static/blogv2/images/icons.svg?version=pr20260415-1638#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-and-platforms/products/search/"
|
||
data-navigation=products-platforms>
|
||
Search
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/maps/"
|
||
data-navigation=products-platforms>
|
||
Maps
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/chrome/"
|
||
data-navigation=products-platforms>
|
||
Chrome
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/workspace/"
|
||
data-navigation=products-platforms>
|
||
Google Workspace
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/education/"
|
||
data-navigation=products-platforms>
|
||
Learning & Education
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/photos/"
|
||
data-navigation=products-platforms>
|
||
Photos
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/products/shopping/"
|
||
data-navigation=products-platforms>
|
||
Shopping
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
<a href="/products-and-platforms/products/"
|
||
class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all"
|
||
data-navigation="Products">
|
||
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">
|
||
Platforms
|
||
<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=pr20260415-1638#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-and-platforms/platforms/android/"
|
||
data-navigation=products-platforms>
|
||
Android
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/platforms/google-play/"
|
||
data-navigation=products-platforms>
|
||
Google Play
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/platforms/wear-os/"
|
||
data-navigation=products-platforms>
|
||
Wear OS
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
<a href="/products-and-platforms/platforms/"
|
||
class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all"
|
||
data-navigation="Platforms">
|
||
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">
|
||
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=pr20260415-1638#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-and-platforms/devices/pixel/"
|
||
data-navigation=products-platforms>
|
||
Pixel
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/devices/google-nest/"
|
||
data-navigation=products-platforms>
|
||
Google Nest
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/devices/fitbit/"
|
||
data-navigation=products-platforms>
|
||
Fitbit
|
||
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
|
||
<a class="uni-main-menu__subnav-sublist-link"
|
||
href="/products-and-platforms/devices/chromebooks/"
|
||
data-navigation=products-platforms>
|
||
Chromebooks
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
<li class="uni-main-menu__subnav-sublist-item">
|
||
<a href="/products-and-platforms/devices/"
|
||
class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all"
|
||
data-navigation="Devices">
|
||
See all
|
||
</a>
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
<div class="uni-main-menu__subnav-list">
|
||
<p class="uni-cta-text uni-main-menu__learn-more-title">Learn more:</p>
|
||
<ul class="uni-main-menu__learn-more-list">
|
||
|
||
|
||
|
||
<li class="uni-main-menu__learn-more-item">
|
||
<a href="https://blog.google/products/ads-commerce/" class="uni-cta-text uni-main-menu__learn-more-link">
|
||
<span class="uni-cta-text uni-main-menu__learn-more-link--text">Google Ads & Commerce blog</span>
|
||
<span class="uni-main-menu__learn-more-link-icon">
|
||
<svg
|
||
|
||
class="h-c-icon"
|
||
|
||
|
||
|
||
|
||
|
||
aria-hidden="true"
|
||
|
||
|
||
|
||
|
||
>
|
||
<use
|
||
xmlns:xlink="http://www.w3.org/1999/xlink"
|
||
href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
|
||
</svg>
|
||
|
||
</span>
|
||
</a>
|
||
</li>
|
||
|
||
<li class="uni-main-menu__learn-more-item">
|
||
<a href="https://blog.google/waze/" class="uni-cta-text uni-main-menu__learn-more-link">
|
||
<span class="uni-cta-text uni-main-menu__learn-more-link--text">Waze blog</span>
|
||
<span class="uni-main-menu__learn-more-link-icon">
|
||
<svg
|
||
|
||
class="h-c-icon"
|
||
|
||
|
||
|
||
|
||
|
||
aria-hidden="true"
|
||
|
||
|
||
|
||
|
||
>
|
||
<use
|
||
xmlns:xlink="http://www.w3.org/1999/xlink"
|
||
href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
|
||
</svg>
|
||
|
||
</span>
|
||
</a>
|
||
</li>
|
||
|
||
</ul>
|
||
</div>
|
||
|
||
|
||
<div class="uni-main-menu__subnav-list">
|
||
<a href="/products-and-platforms/" class="uni-cta-text uni-main-menu__learn-more-item uni-main-menu__learn-more-link">
|
||
<span>See all product updates</span>
|
||
<span class="uni-main-menu__learn-more-link-icon uni-main-menu__learn-more-link-icon--see-all">
|
||
<svg
|
||
|
||
class="h-c-icon"
|
||
|
||
|
||
|
||
|
||
|
||
aria-hidden="true"
|
||
|
||
|
||
|
||
|
||
>
|
||
<use
|
||
xmlns:xlink="http://www.w3.org/1999/xlink"
|
||
href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
|
||
</svg>
|
||
|
||
</span>
|
||
</a>
|
||
</div>
|
||
|
||
</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-products-platforms-1">
|
||
<span class="uni-main-menu__submenu-item-label"
|
||
id="uni-main-menu__submenu-item-label-products-platforms-1">
|
||
Products
|
||
</span>
|
||
|
||
|
||
<ul class="uni-main-menu__submenu-links">
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/search/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Search
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/maps/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Maps
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/chrome/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Chrome
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/workspace/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Google Workspace
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/education/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Learning & Education
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/photos/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Photos
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/shopping/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Shopping
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/products/"
|
||
data-navigation="Products"
|
||
role="menuitem"
|
||
title="See all Products 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-products-platforms-2">
|
||
<span class="uni-main-menu__submenu-item-label"
|
||
id="uni-main-menu__submenu-item-label-products-platforms-2">
|
||
Platforms
|
||
</span>
|
||
|
||
|
||
<ul class="uni-main-menu__submenu-links">
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/platforms/android/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Android
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/platforms/google-play/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Google Play
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/platforms/wear-os/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Wear OS
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/platforms/"
|
||
data-navigation="Platforms"
|
||
role="menuitem"
|
||
title="See all Platforms 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-products-platforms-3">
|
||
<span class="uni-main-menu__submenu-item-label"
|
||
id="uni-main-menu__submenu-item-label-products-platforms-3">
|
||
Devices
|
||
</span>
|
||
|
||
|
||
<ul class="uni-main-menu__submenu-links">
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/devices/pixel/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Pixel
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
<a href="/products-and-platforms/devices/google-nest/"
|
||
role="menuitem"
|
||
data-navigation=products-platforms
|
||
class="uni-main-menu__submenu-anchor">
|
||
Google Nest
|
||
|
||
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="uni-main-menu__submenu-link">
|
||
|
||
|
||
|
||
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</ul>
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<a href="/products-and-platforms/devices/"
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aria-hidden="true"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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href="/company-news/outreach-and-initiatives/creating-opportunity/"
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href="/company-news/outreach-and-initiatives/google-org/"
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data-navigation=company-news>
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data-navigation=company-news>
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Sustainability
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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href="/authors/sundar-pichai/"
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data-navigation=company-news>
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Sundar Pichai, CEO
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Inside Google
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<svg
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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</svg>
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</figure>
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Around the globe
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Life at Google
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</ul>
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data-navigation=company-news
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Google.org
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data-navigation=company-news
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data-navigation=company-news
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data-navigation=company-news
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Health
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<a href="/company-news/outreach-and-initiatives/"
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data-navigation="Outreach & initiatives"
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role="menuitem"
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</a>
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</li>
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role="group"
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aria-labelledby="uni-main-menu__submenu-item-label-company-news-2">
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id="uni-main-menu__submenu-item-label-company-news-2">
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<ul class="uni-main-menu__submenu-links">
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<li class="uni-main-menu__submenu-link">
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<a href="/authors/sundar-pichai/"
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role="menuitem"
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data-navigation=company-news
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class="uni-main-menu__submenu-anchor">
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Sundar Pichai, CEO
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</a>
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</li>
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<li class="uni-main-menu__submenu-link">
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More authors
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</ul>
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<a href="/authors/"
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See all
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</a>
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</li>
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<li class="uni-main-menu__submenu-item"
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role="group"
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aria-labelledby="uni-main-menu__submenu-item-label-company-news-3">
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<span class="uni-main-menu__submenu-item-label"
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id="uni-main-menu__submenu-item-label-company-news-3">
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Inside Google
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<li class="uni-main-menu__submenu-link">
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<a href="/company-news/inside-google/around-the-globe/"
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role="menuitem"
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data-navigation=company-news
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class="uni-main-menu__submenu-anchor">
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Around the globe
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<li class="uni-main-menu__submenu-link">
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role="menuitem"
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data-navigation=company-news
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class="uni-main-menu__submenu-anchor">
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Life at Google
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</a>
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</li>
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</ul>
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<a href="/company-news/inside-google/"
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data-navigation="Inside Google"
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role="menuitem"
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title="See all Inside Google articles"
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See all
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</svg>
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<svg
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class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon"
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aria-hidden="true"
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#close_icon"></use>
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<a href="/feed"
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class="uni-main-menu__item-label "
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role="button"
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tabindex="0" >
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Feed
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</a>
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</li>
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</ul>
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<div class="uni-header__newsletter uni-header__newsletter--mobile">
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<a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button
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kw-button--high-emphasis"
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href="/newsletter-subscribe/"
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aria-label="Newsletter subscribe"
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data-content-type="blogv2 | article page"
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tabindex="-1" >
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Subscribe</a>
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<script type="application/json" data-catalog-id="search-bar">
|
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{
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"find_an_article": "Find an article...",
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"rss_link": "/rss/",
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"rss_feed": "RSS feed",
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"press_corner": "Press corner",
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"press_corner_slug": "press/",
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"secondary_menu": "Secondary menu",
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"search": "Search",
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"submit": "Submit",
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"close": "Close",
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"execute_search": "Execute search",
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"dismiss_search": "Dismiss search",
|
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"suggested_results_for": "[[number]] suggested results for [[query_term]]",
|
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"by_string": "By",
|
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"conjunction_symbol": "\u0026",
|
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"suggested_searches": "Suggested searches",
|
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"images": "Images",
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"image_library_slug": "image\u002Dlibrary/"
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}
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</script>
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<uni-search-bar
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class="uni-search-bar"
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search-placeholder="Ask a question or enter a keyword"
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page-locale="en-us"
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onboarding-text="Search freely using keywords, or by asking a question"
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site-id="2"
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>
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<div slot="select-slot">
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<div class="uni-picker" data-component="uni-lang-picker">
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<select name="language"
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class="uni-picker__order-menu"
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aria-label="Change Region">
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<option label="Global (English)"
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value="https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/"
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class="uni-picker__item"
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selected="selected"
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data-selected-index="0"
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>
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Global (English)
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</option>
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<option label="Africa (English)"
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value="https://blog.google/intl/en-africa/"
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class="uni-picker__item"
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>
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Africa (English)
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</option>
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<option label="Australia (English)"
|
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value="https://blog.google/intl/en-au/"
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class="uni-picker__item"
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>
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Australia (English)
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</option>
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<option label="Brasil (Português)"
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value="https://blog.google/intl/pt-br/"
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class="uni-picker__item"
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>
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Brasil (Português)
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</option>
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<option label="Canada (English)"
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value="https://blog.google/intl/en-ca/"
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class="uni-picker__item"
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>
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Canada (English)
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</option>
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<option label="Canada (Français)"
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value="https://blog.google/intl/fr-ca/"
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class="uni-picker__item"
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>
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Canada (Français)
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</option>
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<option label="Česko (Čeština)"
|
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value="https://blog.google/intl/cs-cz/"
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class="uni-picker__item"
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>
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Česko (Čeština)
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</option>
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<option label="Deutschland (Deutsch)"
|
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value="https://blog.google/intl/de-de/"
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class="uni-picker__item"
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>
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Deutschland (Deutsch)
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||
</option>
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<option label="España (Español)"
|
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value="https://blog.google/intl/es-es/"
|
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class="uni-picker__item"
|
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>
|
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España (Español)
|
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</option>
|
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|
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<option label="France (Français)"
|
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value="https://blog.google/intl/fr-fr/"
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class="uni-picker__item"
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>
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France (Français)
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</option>
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<option label="Greece (Ελληνικά)"
|
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value="https://blog.google/intl/el-gr/"
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class="uni-picker__item"
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>
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Greece (Ελληνικά)
|
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</option>
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<option label="India (English)"
|
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value="https://blog.google/intl/en-in/"
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class="uni-picker__item"
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>
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India (English)
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</option>
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<option label="Indonesia (Bahasa Indonesia)"
|
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value="https://blog.google/intl/id-id/"
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class="uni-picker__item"
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>
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Indonesia (Bahasa Indonesia)
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</option>
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<option label="Italia (Italiano)"
|
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value="https://blog.google/intl/it-it/"
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class="uni-picker__item"
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>
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Italia (Italiano)
|
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</option>
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<option label="日本 (日本語)"
|
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value="https://blog.google/intl/ja-jp/"
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class="uni-picker__item"
|
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>
|
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日本 (日本語)
|
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</option>
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<option label="대한민국 (한국어)"
|
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value="https://blog.google/intl/ko-kr/"
|
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class="uni-picker__item"
|
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>
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대한민국 (한국어)
|
||
</option>
|
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|
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<option label="Latinoamérica (Español)"
|
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value="https://blog.google/intl/es-419/"
|
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class="uni-picker__item"
|
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>
|
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Latinoamérica (Español)
|
||
</option>
|
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|
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<option label="الشرق الأوسط وشمال أفريقيا (اللغة العربية)"
|
||
value="https://blog.google/intl/ar-mena/"
|
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class="uni-picker__item"
|
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>
|
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الشرق الأوسط وشمال أفريقيا (اللغة العربية)
|
||
</option>
|
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|
||
<option label="MENA (English)"
|
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value="https://blog.google/intl/en-mena/"
|
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class="uni-picker__item"
|
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>
|
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MENA (English)
|
||
</option>
|
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|
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<option label="Nederlands (Nederland)"
|
||
value="https://blog.google/intl/nl-nl/"
|
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class="uni-picker__item"
|
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>
|
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Nederlands (Nederland)
|
||
</option>
|
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|
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<option label="New Zealand (English)"
|
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value="https://blog.google/intl/en-nz/"
|
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class="uni-picker__item"
|
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>
|
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New Zealand (English)
|
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</option>
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|
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<option label="Polska (Polski)"
|
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value="https://blog.google/intl/pl-pl/"
|
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class="uni-picker__item"
|
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>
|
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Polska (Polski)
|
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</option>
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|
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<option label="Portugal (Português)"
|
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value="https://blog.google/intl/pt-pt/"
|
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class="uni-picker__item"
|
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>
|
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Portugal (Português)
|
||
</option>
|
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|
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<option label="Sverige (Svenska)"
|
||
value="https://blog.google/intl/sv-se/"
|
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class="uni-picker__item"
|
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>
|
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Sverige (Svenska)
|
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</option>
|
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|
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<option label="ประเทศไทย (ไทย)"
|
||
value="https://blog.google/intl/th-th/"
|
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class="uni-picker__item"
|
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>
|
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ประเทศไทย (ไทย)
|
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</option>
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|
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<option label="Türkiye (Türkçe)"
|
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value="https://blog.google/intl/tr-tr/"
|
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class="uni-picker__item"
|
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>
|
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Türkiye (Türkçe)
|
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</option>
|
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|
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<option label="台灣 (中文)"
|
||
value="https://blog.google/intl/zh-tw/"
|
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class="uni-picker__item"
|
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>
|
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台灣 (中文)
|
||
</option>
|
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|
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</select>
|
||
</div>
|
||
|
||
</div>
|
||
|
||
<div slot="suggested-searches-slot">
|
||
["How can teachers and students use AI?", "What are the newest features in Chrome?", "How can I learn new AI skills?"]
|
||
</div>
|
||
</uni-search-bar>
|
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|
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|
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|
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|
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|
||
|
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<div class="uni-header__newsletter uni-header__newsletter--desktop">
|
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<a class="uni-header__newsletter--cta uni-header__newsletter--cta--desktop kw-button
|
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kw-button--high-emphasis"
|
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href="/newsletter-subscribe/"
|
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aria-label="Newsletter subscribe"
|
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data-content-type="blogv2 | article page"
|
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>
|
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Subscribe</a>
|
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</div>
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|
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</header>
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<nav class="uni-navigation uni-navigation--mobile"
|
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role="navigation"
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aria-label="Main"
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data-component="uni-navigation-mobile" aria-hidden='true'
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data-analytics-module='{
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"module_name": "mobile nav",
|
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"section_header": "Mobile menu"
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}'>
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<div class="uni-navigation__brand-mobile" tabindex="-1">
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<button class="uni-navigation__close" aria-label="Close Menu"
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aria-hidden="true">
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<svg
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aria-label="Close Menu"
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class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon"
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|
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aria-hidden="true"
|
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|
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>
|
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<use
|
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#close_icon"></use>
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<figure class="uni-navigation__logo-google" title="Google">
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<svg
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aria-label="Google"
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|
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role="img"
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>
|
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<use
|
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#h-color-google-logo"></use>
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</svg>
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</figure>
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<span class="uni-navigation__site-title">
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<a class="uni-header__site-title-link" href="/">
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The Keyword
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</a>
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</span>
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<div class="uni-navigation__list-mobile">
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<ul id="uni-main-menu"
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class="uni-main-menu"
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>
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<li data-has-subnav=""
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class="uni-main-menu__item uni-main-menu__item--mobile inactive ">
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<a href="/"
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class="uni-main-menu__item-label "
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role="button"
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tabindex="-1">
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Home
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class="uni-main-menu__item uni-main-menu__item--mobile active has-submenu">
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<button class="uni-main-menu__item-label has-submenu"
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tabindex="0">
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Innovation & AI
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<figure class="expand-caret">
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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<figure class="expand-caret">
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<svg
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class="icon"
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role="presentation"
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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Innovation & AI
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Models & Research
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<figure class="expand-caret">
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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href="/innovation-and-ai/models-and-research/google-deepmind/"
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data-navigation=innovation-ai>
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Google DeepMind
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</a>
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</li>
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href="/innovation-and-ai/models-and-research/google-research/"
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data-navigation=innovation-ai>
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Google Research
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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href="/innovation-and-ai/models-and-research/google-labs/"
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data-navigation=innovation-ai>
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Google Labs
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data-navigation=products-platforms>
|
||
Pixel
|
||
|
||
</a>
|
||
</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
|
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href="/products-and-platforms/devices/google-nest/"
|
||
data-navigation=products-platforms>
|
||
Google Nest
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|
||
</a>
|
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</li>
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href="/products-and-platforms/devices/fitbit/"
|
||
data-navigation=products-platforms>
|
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Fitbit
|
||
|
||
</a>
|
||
</li>
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|
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
|
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href="/products-and-platforms/devices/chromebooks/"
|
||
data-navigation=products-platforms>
|
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Chromebooks
|
||
|
||
</a>
|
||
</li>
|
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|
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<li class="uni-main-menu__subnav-sublist-item">
|
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<a href="/products-and-platforms/devices/"
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class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all"
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data-navigation="Devices">
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See all
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</ul>
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<div class="uni-main-menu__subnav-list">
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<p class="uni-cta-text uni-main-menu__learn-more-title">Learn more:</p>
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<ul class="uni-main-menu__learn-more-list">
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<li class="uni-main-menu__learn-more-item">
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<a href="https://blog.google/products/ads-commerce/" class="uni-cta-text uni-main-menu__learn-more-link">
|
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<span class="uni-cta-text uni-main-menu__learn-more-link--text">Google Ads & Commerce blog</span>
|
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<span class="uni-main-menu__learn-more-link-icon">
|
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<svg
|
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|
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class="h-c-icon"
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|
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aria-hidden="true"
|
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>
|
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
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</a>
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<li class="uni-main-menu__learn-more-item">
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<a href="https://blog.google/waze/" class="uni-cta-text uni-main-menu__learn-more-link">
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<span class="uni-cta-text uni-main-menu__learn-more-link--text">Waze blog</span>
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<span class="uni-main-menu__learn-more-link-icon">
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<svg
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|
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class="h-c-icon"
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|
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aria-hidden="true"
|
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|
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|
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>
|
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
|
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
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</svg>
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</span>
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</a>
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</li>
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</ul>
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</div>
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<div class="uni-main-menu__subnav-list">
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<a href="/products-and-platforms/" class="uni-cta-text uni-main-menu__learn-more-item uni-main-menu__learn-more-link">
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<span>See all product updates</span>
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<span class="uni-main-menu__learn-more-link-icon uni-main-menu__learn-more-link-icon--see-all">
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<svg
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|
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class="h-c-icon"
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|
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|
||
aria-hidden="true"
|
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|
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|
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|
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>
|
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<use
|
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xmlns:xlink="http://www.w3.org/1999/xlink"
|
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-arrow-forward-no-bg"></use>
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</svg>
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</span>
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</a>
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</div>
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</div>
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<li data-has-subnav="yes"
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class="uni-main-menu__item uni-main-menu__item--mobile inactive has-submenu">
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<button class="uni-main-menu__item-label has-submenu"
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tabindex="0">
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Company news
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<figure class="expand-caret">
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<svg
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class="icon"
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role="presentation"
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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<div class="uni-main-menu__subnav uni-main-menu__subnav--mobile">
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<button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--mobile">
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<figure class="expand-caret">
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<svg
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class="icon"
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role="presentation"
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
|
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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</svg>
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Company news
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<li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu">
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<button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile">
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Outreach & initiatives
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<figure class="expand-caret">
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<svg
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class="icon"
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role="presentation"
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>
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<use
|
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xmlns:xlink="http://www.w3.org/1999/xlink"
|
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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</svg>
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</figure>
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</button>
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<ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile">
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/company-news/outreach-and-initiatives/creating-opportunity/"
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data-navigation=company-news>
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Creating opportunity
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|
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/innovation-and-ai/technology/safety-security/"
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data-navigation=company-news>
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Safety & security
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/company-news/outreach-and-initiatives/google-org/"
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data-navigation=company-news>
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Google.org
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/company-news/outreach-and-initiatives/public-policy/"
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data-navigation=company-news>
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href="/company-news/outreach-and-initiatives/sustainability/"
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data-navigation=company-news>
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Sustainability
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/innovation-and-ai/technology/health/"
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data-navigation=company-news>
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Health
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</a>
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</li>
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<li class="uni-main-menu__subnav-sublist-item">
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<a href="/company-news/outreach-and-initiatives/"
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class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all"
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data-navigation="Outreach & initiatives">
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<li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu">
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<button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile">
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Leadership
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<figure class="expand-caret">
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<svg
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class="icon"
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|
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|
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role="presentation"
|
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|
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|
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|
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|
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>
|
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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</svg>
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</figure>
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<ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile">
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<li class="uni-main-menu__subnav-sublist-item">
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<a class="uni-main-menu__subnav-sublist-link"
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href="/authors/sundar-pichai/"
|
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data-navigation=company-news>
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Sundar Pichai, CEO
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data-navigation=company-news>
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More authors
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<li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu">
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<button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile">
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Inside Google
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<figure class="expand-caret">
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<svg
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class="icon"
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role="presentation"
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>
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<use
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xmlns:xlink="http://www.w3.org/1999/xlink"
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href="/static/blogv2/images/icons.svg?version=pr20260415-1638#mi-expand"></use>
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</svg>
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</figure>
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</button>
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<ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile">
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<li class="uni-main-menu__subnav-sublist-item">
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href="/company-news/inside-google/around-the-globe/"
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data-navigation=company-news>
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Around the globe
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data-navigation=company-news>
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Life at Google
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|
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</a>
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<a href="/company-news/inside-google/"
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data-navigation="Inside Google">
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See all
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</ul>
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</div>
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<li data-has-subnav=""
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class="uni-main-menu__item uni-main-menu__item--mobile inactive ">
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<a href="/feed"
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class="uni-main-menu__item-label "
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role="button"
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tabindex="-1">
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Feed
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</a>
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</li>
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</ul>
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<ul class="uni-header__kebab-menu uni-header__kebab-menu--mobile">
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<li class="uni-header__kebab-menu-item">
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<a href="/image-library/"
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title="Images">Images</a>
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<li class="uni-header__kebab-menu-item">
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<a href="/rss/" title="RSS feed"
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tabindex="-1" >
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RSS feed
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</a>
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</ul>
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<div class="uni-header__newsletter uni-header__newsletter--mobile">
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<a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button
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kw-button--high-emphasis"
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data-content-type="blogv2 | article page"
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</div>
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<main id="jump-content" class="site-content" tabindex="-1">
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xmlns:xlink="http://www.w3.org/1999/xlink"
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title="The Keyword"
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data-ga4-analytics-landing-lead='{
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"event": "landing_page_lead",
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"link_text": "The Keyword"
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}'
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role="presentation"
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>
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<use
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data-ga4-analytics-landing-lead='{
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"event": "landing_page_lead",
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"link_text": "Innovation \u0026 AI"
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>
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Innovation & AI
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</a>
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<div class="rich-text"><p data-block-key="8ky1y">Today, we are introducing <a href="https://aistudio.google.com/prompts/new_chat?model=gemma-4-31b-it">Gemma 4</a> — our most intelligent open models to date. Purpose-built for advanced reasoning and agentic workflows, Gemma 4 delivers an unprecedented level of intelligence-per-parameter. This breakthrough builds on incredible community momentum: since the launch of our first generation, developers have downloaded Gemma over 400 million times, building a vibrant <a href="https://deepmind.google/models/gemma/gemmaverse/">Gemmaverse</a> of more than 100,000 variants. We listened closely to what innovators need next to push the boundaries of AI, and Gemma 4 is our answer: breakthrough capabilities made widely accessible under an <a href="https://goo.gle/gemma-4-apache-2">Apache 2.0 license</a>.</p></div>
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<div class="rich-text"><p data-block-key="h231o">Open model performance vs size on <a href="http://arena.ai/">Arena.ai</a>’s chat arena as of 4/1.</p></div>
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<div class="rich-text"><h2 data-block-key="tpfdj">Built on a foundation of trust and safety</h2><p data-block-key="8tm0">These models undergo the same rigorous infrastructure security protocols as our proprietary models. By choosing Gemma 4, enterprises and sovereign organizations gain a trusted, transparent foundation that delivers state-of-the-art capabilities while meeting the highest standards for security and reliability.</p><h2 data-block-key="8j0q2">An ecosystem of choices</h2><ul><li data-block-key="bthkd"><b>Start experimenting in seconds:</b> Get instant access to Gemma 4 and begin building right away. Explore Gemma 4 in <a href="https://aistudio.google.com/prompts/new_chat?model=gemma-4-31b-it">Google AI Studio</a> (31B and 26B MoE) or in Google <a href="https://developers.googleblog.com/bring-state-of-the-art-agentic-skills-to-the-edge-with-gemma-4/">AI Edge Gallery</a> (E4B and E2B). For <a href="http://android-developers.googleblog.com/2026/03/gemma-4-new-standard-for-local-agentic-intelligence.html">Android development</a>, use it to power Agent Mode in <a href="http://android-developers.googleblog.com/2026/04/android-studio-supports-gemma-4-local.html">Android Studio</a>, and start building apps for production on Android with the <a href="https://android-developers.googleblog.com/2026/03/AI-Core-Developer-Preview">ML Kit GenAI Prompt API</a>.</li><li data-block-key="fg2pf"><b>Use your favorite tools:</b> With day-one support for <a href="https://huggingface.co/blog/gemma4">Hugging Face</a> (Transformers, TRL, Transformers.js, Candle), <a href="https://ai.google.dev/edge/litert-lm/overview">LiteRT-LM</a>, vLLM, llama.cpp, <a href="https://huggingface.co/collections/mlx-community/gemma-4">MLX</a>, <a href="https://ollama.com/library/gemma4">Ollama</a>, <a href="https://build.nvidia.com/google/gemma-4-31b-it">NVIDIA NIM</a> and <a href="https://github.com/NVIDIA-NeMo/Automodel/tree/main/docs/guides/vlm/gemma4.md">NeMo</a>, <a href="https://lmstudio.ai/models/gemma-4">LM Studio</a>, <a href="https://unsloth.ai/docs/models/gemma-4">Unsloth</a>, SGLang, <a href="https://docs.cactuscompute.com/latest/blog/gemma4/">Cactus</a>, <a href="https://www.baseten.co/library/publisher/gemma/">Baseten</a>, <a href="https://hub.docker.com/r/ai/gemma4">Docker</a>, MaxText, Tunix, Keras, you have the flexibility to choose the best tools for your project.</li><li data-block-key="bgep6"><b>Download the models:</b> Get the model weights from <a href="https://huggingface.co/collections/google/gemma-4">Hugging Face</a>, <a href="https://www.kaggle.com/models/google/gemma-4">Kaggle</a> or <a href="https://ollama.com/library/gemma4">Ollama</a>.</li><li data-block-key="q3t4"><b>Customize Gemma 4 to your specific needs:</b> Train and adapt the model using your preferred platform, like Google Colab, <a href="https://console.cloud.google.com/vertex-ai/publishers/google/model-garden/gemma4">Vertex AI</a> or even your gaming GPU.</li><li data-block-key="rs0c"><b>Scale to production on Google Cloud:</b> While local on-device inference is ideal for offline use, Google Cloud removes all compute ceilings. Deploy your way through Vertex AI, <a href="https://codelabs.developers.google.com/codelabs/cloud-run/cloud-run-gpu-rtx-pro-6000-gemma4-vllm">Cloud Run</a>, <a href="https://docs.cloud.google.com/kubernetes-engine/docs/tutorials/serve-gemma-gpu-vllm">GKE</a>, Sovereign Cloud, TPU-accelerated serving and the highest compliance guarantees for regulated workloads. Learn more about getting started on Google Cloud <a href="https://cloud.google.com/blog/products/ai-machine-learning/gemma-4-available-on-google-cloud">here</a>.</li><li data-block-key="dgbd4"><b>Accelerate your AI development across multiple hardware platforms:</b> Gemma 4 is optimized for industry-leading hardware out of the box. Experience maximum performance on NVIDIA AI infrastructure from NVIDIA Jetson Orin Nano to Blackwell GPUs, integrate with AMD GPUs via the open-source ROCm™ stack, or deploy on Trillium and Ironwood TPUs for massive scale and efficiency.</li><li data-block-key="5h5gm"><b>Compete for impact:</b> Join the <a href="https://www.kaggle.com/competitions/gemma-4-good-hackathon">Gemma 4 Good Challenge</a> on Kaggle to build products that create meaningful, positive change in the world.</li></ul></div>
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By
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Max Gubin
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<span class="uni-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Developer tools</span>
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class="uni-picker__item"
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<option label="Latinoamérica (Español)"
|
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value="https://blog.google/intl/es-419/"
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class="uni-picker__item"
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Latinoamérica (Español)
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<option label="الشرق الأوسط وشمال أفريقيا (اللغة العربية)"
|
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value="https://blog.google/intl/ar-mena/"
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class="uni-picker__item"
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|
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|
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<option label="MENA (English)"
|
||
value="https://blog.google/intl/en-mena/"
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class="uni-picker__item"
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MENA (English)
|
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|
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|
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<option label="Nederlands (Nederland)"
|
||
value="https://blog.google/intl/nl-nl/"
|
||
class="uni-picker__item"
|
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>
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Nederlands (Nederland)
|
||
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<option label="New Zealand (English)"
|
||
value="https://blog.google/intl/en-nz/"
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class="uni-picker__item"
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>
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New Zealand (English)
|
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|
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<option label="Polska (Polski)"
|
||
value="https://blog.google/intl/pl-pl/"
|
||
class="uni-picker__item"
|
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>
|
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Polska (Polski)
|
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<option label="Portugal (Português)"
|
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value="https://blog.google/intl/pt-pt/"
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Portugal (Português)
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<option label="Sverige (Svenska)"
|
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value="https://blog.google/intl/sv-se/"
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class="uni-picker__item"
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Sverige (Svenska)
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<option label="ประเทศไทย (ไทย)"
|
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value="https://blog.google/intl/th-th/"
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<option label="Türkiye (Türkçe)"
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value="https://blog.google/intl/tr-tr/"
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>
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<option label="台灣 (中文)"
|
||
value="https://blog.google/intl/zh-tw/"
|
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class="uni-picker__item"
|
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>
|
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台灣 (中文)
|
||
</option>
|
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|
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</select>
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