Unlocking the Next Era of On-Device AI with Google Tensor and Pixel

At Google I/O Connect India, Google showcased the future of 100% private, on-device AI powered by the custom Tensor SoC and TPU for the new Pixel 10 family. The event debuted the lightweight Gemma 4 E2B model, which runs natively on the device to enable completely offline multimodal features like AI chat, real-time image recognition, and personal agent tasks. Developers can start building these secure, edge-based applications today by accessing the newly announced Tensor SDK beta and its accompanying open-source resources.

Systems Engineering Playbook: Optimizing Qwen 3.5-397B MoE on Ironwood (TPU7x)

To serve the 397B-parameter Qwen 3.5 Mixture-of-Experts (MoE) model on Ironwood TPUs, engineers developed a modular JAX/Pallas optimization stack that achieved up to a 4.7x inference speedup for prefill-heavy workloads. The team bypassed severe hardware sharding constraints by deploying a hybrid Data Parallelism and Expert Parallelism (DP+EP) topology, paired with custom low-level communication fusions like a hierarchical reduce-scatter to optimize cross-device token routing. Finally, by executing hardware-aware custom kernels—such as Batched Ragged Page Attention and a fully-fused Gated DeltaNet (GDN) block—they successfully saturated HBM bandwidth and TensorCore MXUs to push system throughput near its theoretical roofline limits.

Beta Channel Update for ChromeOS / ChromeOS Flex

The Beta channel is being updated to OS version 16733.19.0 (Browser version 151.0.7922.23) for most ChromeOS devices.

If you find new issues, please let us know one of the following ways:


  1. File a bug

  2. Visit our ChromeOS communities

    1. General: Chromebook Help Community

    2. Beta Specific: ChromeOS Beta Help Community

  3. Report an issue or send feedback on Chrome

  4. Interested in switching channels? Find out how.


Andy Wu

Google ChromeOS


New refinement capabilities allow custom editing with Help me write in Gmail

Users can now edit and revise their email drafts in Gmail via the prompt bar, using custom refine instructions in Help me write. Previously the refines were limited to preset options like Polish, Formalize, and Shorten. Now if your first draft isn’t quite perfect, you can provide a precise follow-up prompt in your own words to further refine it, and even undo or redo any edits you make.

Whether you need to add a missing detail to the second line or include a deadline for your request, simply type the instruction and Gmail will instantly update the draft for you.

Getting started

Rollout pace

Availability

  • Business: Business Starter, Standard, and Plus
  • Enterprise: Enterprise Starter, Standard, and Plus
  • Consumer: Google AI Plus, Pro, and Ultra
  • Other Editions: Frontline Plus
  • Education Add-ons: Google AI Pro for Education
  • Other Add-ons: AI Expanded Access

Resources

Chrome for Android Update

   Hi, everyone! We've just released Chrome 150 (150.0.7871.124) for Android. It'll become available on Google Play over the next few days. 

This release includes stability and performance improvements. You can see a full list of the changes in the Git log. If you find a new issue, please let us know by filing a bug.


Android releases contain the same security fixes as their corresponding Desktop releases (Windows & Mac: 150.0.7871.124/125, Linux: 150.0.7871.124) unless otherwise noted.

Krishna Govind

Stable Channel Update for Desktop

The Stable channel has been updated to 150.0.7871.124/.125 for Windows and Mac and 150.0.7871.124 for Linux, which will roll out over the coming days/weeks. A full list of changes in this build is available in the Log

Security Fixes and Rewards

Note: Access to bug details and links may be kept restricted until a majority of users are updated with a fix. We will also retain restrictions if the bug exists in a third party library that other projects similarly depend on, but haven’t yet fixed.


This update includes 15 security fixes. Please see the Chrome Security Page for more information.

[N/A][517100492] Critical CVE-2026-15764: Use after free in Ozone. Reported by Google on 2026-05-27

[N/A][518007484] Critical CVE-2026-15765: Use after free in Ozone. Reported by Google on 2026-05-29

[N/A][514010477] High CVE-2026-15766: Uninitialized Use in Skia. Reported by Google on 2026-05-17

[N/A][514748734] High CVE-2026-15767: Heap buffer overflow in libyuv. Reported by Google on 2026-05-19

[N/A][517931625] High CVE-2026-15768: Insufficient policy enforcement in HTML-in-Canvas. Reported by Google on 2026-05-29

[N/A][519731111] High CVE-2026-15769: Insufficient validation of untrusted input in Linux Toolkit Theming. Reported by Google on 2026-06-03

[N/A][524792614] High CVE-2026-15770: Uninitialized Use in V8. Reported by Google on 2026-06-17

[N/A][525177160] High CVE-2026-15771: Insufficient validation of untrusted input in Media. Reported by Google on 2026-06-18

[N/A][525317502] High CVE-2026-15772: Use after free in GPU. Reported by Google on 2026-06-18

[TBD][527676561] High CVE-2026-15773: Use after free in Core. Reported by xinchaotian of Microsoft on 2026-06-25

[N/A][530646115] High CVE-2026-15774: Use after free in Skia. Reported by Google on 2026-07-03

[TBD][531319201] High CVE-2026-15775: Insufficient policy enforcement in V8. Reported by [email protected] on 2026-07-05

[TBD][532595489] High CVE-2026-15776: Type Confusion in V8. Reported by Salvatore Gulizia (nickname: Serotav) on 2026-07-08

[N/A][532929679] High CVE-2026-15777: Use after free in UI. Reported by Google on 2026-07-09

[N/A][513795122] Medium CVE-2026-15778: Insufficient validation of untrusted input in Navigation. Reported by Google on 2026-05-16


We would also like to thank all security researchers that worked with us during the development cycle to prevent security bugs from ever reaching the stable channel.


Many of our security bugs are detected using AddressSanitizer, MemorySanitizer, UndefinedBehaviorSanitizer, Control Flow Integrity, libFuzzer, or AFL.


Interested in switching release channels? Find out how here. If you find a new issue, please let us know by filing a bug. The community help forum is also a great place to reach out for help or learn about common issues.


Daniel Yip

Google Chrome