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-&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Product, technology, and tools updates&lt;/strong&gt;&lt;/h3&gt;
+<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:media="http://search.yahoo.com/mrss/"><channel><title>AI &amp; Machine Learning</title><link>https://cloud.google.com/blog/products/a…
+&lt;div class="block-paragraph_advanced"&gt;&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;This October, we took massive leaps forward in delivering flexible, open, and powerful enterprise AI solutions. From bringing Gemini 4 Argon to Google Cloud to expanding choice and flexibility, we’re g…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Here’s a quick look at the major milestones, expert insights, and practical developer guides to read through and save. &lt;/span&gt;&lt;/p&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Top announcements &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New compute service:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/introducing-agent-compute-engine-and-expanded-agent-governanc…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;AI Hypercomputer updates: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;At &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/google-cloud-infrastructure-at-nvidia-gtc-berlin-2026…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;GKE product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/gke-cpu-startup-boost-faster-pod-starts-lower-costs"&gt;…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;GKE product update: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;The preview of the &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/wiz-sensor-for-gke-turnkey-threat-detecti…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Modernization tools:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Together at last. &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/infrastructure-modernization/google-cloud-modernize-acceler…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Cloud Run product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/serverless/temporal-serverless-workers-on-cloud-run-worker-pools?e=48754…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/gemini-4-argon-available-on-google-cloud?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Gemini 4 Argon available on Google Cloud, built to help solve your business’ …
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New open-source product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/llm-d-1-0-an-open-source-stack-for-distributed-inference?…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/expanding-claude-availability-on-google-cloud?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Expanding Claude availability and deployment choice on Google Cloud:&lt;…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New open-source product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Working with Meta, we open-sourced &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/torchtpu-is-now-open-s…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-brings-openai-models-to-customers?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Google Cloud expands model choice and flexibility, bringing OpenAI mode…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Google Distributed Cloud updates:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Organizations that operate under strict sovereignty mandates would love to use AI to help them process data, but can’t send it t…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/claude-opus-55-and-claude-sonnet-55-available-in-antigravity?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Claude Opus 5.5 and Claude Sonnet 5.5 are now available i…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Edge inference product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Google open-sourced &lt;/span&gt;&lt;a href="https://developers.googleblog.com/ml-drift-next-gen-gpu-aiml-inference-at-the-edge/" rel="noo…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/gemini-for-government-services?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Introducing Gemini for government services:&lt;/span&gt;&lt;/a&gt;&lt;span style="verti…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Open-weight model support:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Reflection's Beam is an open-weight, 501-parameter model released under an Apache 2.0 license designed specifically for frontier softwa…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/gemini-robotics-embodied-reasoning-2-is-now-available-on-google-cloud?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Gemini Robotics Embodied Reasoning 2 is now avai…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Practitioner guides and how-tos&lt;/strong&gt;&lt;/h3&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Thought leadership (editor’s pick) &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;AI network reference architectures:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; In &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/networking-for-ai-inference-model-se…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://discuss.google.dev/t/a-tale-of-tpu-observability-on-gke-part-2-dynamic-slicing-enhancements/406815" rel="noopener" …
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/startups-advancing-robotics-with-google-ai-google-deep-mind-seven-examples?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;A new gear: How startups are advancing robotics with Google AI: &lt…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Customer and partner updates&lt;/strong&gt;&lt;/h3&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;News you can use&lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/ai21-trains-its-models-on-ai-hypercomputer?_gl=1*161z6lh*_ga*NTIxMzA0MjUwLjE3OTA5Njg2MDE.*_ga_4LYFWVHBEB*czE3OTA5NzAxNzYkbzgkZzEkdDE3OTA5NzAzNTAkajE4JGwwJGgw&amp;amp;e=48754805"&gt;&lt;span style="t…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/media-entertainment/how-visko-streams-real-time-world-models-on-google-cloud-tpus"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Visko streams real-time world models on Google Cloud TPUs&lt…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/zenteiq-scales-physical-ai-inference-4x-with-gke-and-llm-d"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;ZenteiQ scales physical AI inference 4x with GKE and llm-d&lt…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/devs-guide-to-mcp-apps-in-gemini?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Developer’s guide to implementing MCP apps in Gemini:&lt;/span&gt;&lt;/a&gt;&lt;sp…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/customers/paloaltonetworks?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Palo Alto Networks modernizes cloud-delivered security service&lt;/span&gt;&lt;/a&gt;&lt;span style="vertical-align: b…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/four-eval-engineering-lessons?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Four evaluation engineering lessons learned from building agent plugins&lt;/span&gt;&…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://www.googlecloudpresscorner.com/2026-10-27-Oracle-Brings-Google-TPUs-to-Oracle-Cloud-Infrastructure" rel="noopener" target="_blank"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Oracle is the first hyperscaler to provide …
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/consulting/three-ways-to-audit-your-llm-evaluators?e=0"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Who judges the judge? Three helpful ways to audit your LLM evaluators:&lt;/span&gt;&lt;/a…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Research, reports and deep-dives&lt;/strong&gt;&lt;/h3&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Stay tuned for monthly updates on Google Cloud’s AI announcements, news, and best practices. For a deeper dive into the latest from Google Cloud customers, read our monthly recap, &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/cus…
+&lt;div class="block-aside"&gt;&lt;dl&gt;
+ &lt;dt&gt;aside_block&lt;/dt&gt;
+ &lt;dd&gt;&amp;lt;ListValue: [StructValue([(&amp;#x27;title&amp;#x27;, &amp;#x27;$300 in free credit to try Google Cloud AI and ML&amp;#x27;), (&amp;#x27;body&amp;#x27;, &amp;lt;wagtail.rich_text.RichText object at 0x7fc7e8e62c10&amp;gt;), (&amp;#x27;btn_text&amp;#x27;, &amp;#x27;Start building …
+&lt;/dl&gt;&lt;/div&gt;
+&lt;div class="block-paragraph_advanced"&gt;&lt;hr/&gt;
+&lt;h2 style="text-align: center;"&gt;September&lt;/h2&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;This September, we brought you new how-to guides, model updates, and security innovations to help you find-and-fix. From Gemini 3.8 Live with Live Avatar to Mantis, there’s no shortage of new ways to apply AI to your work. &lt;/span&gt;&lt;/p&gt…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Notably, we announced Gemini 4 Argon, our next era of frontier intelligence. Gemini 4 Argon delivers frontier performance in complex workflows across real-world software engineering, enterprise knowledge work like legal and finance, and cybersec…
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Top announcements &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New resource:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; As enterprise organizations shift from isolated AI experiments to production-scale systems, different departments — from engineering and finance to …
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Analyst report: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;We are thrilled to announce that &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/google-named-leader-in-2026-i…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/gemini-3-8-live-with-live-avatar-is-now-generally-available?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Gemini 3.8 Live with Live Avatar is now generally…
&lt;/li&gt;
+&lt;/ul&gt;&lt;/div&gt;
+&lt;div class="block-video"&gt;
+
+
+
+&lt;div class="article-module article-video "&gt;
+ &lt;figure&gt;
+ &lt;a class="h-c-video h-c-video--marquee"
+ href="https://youtube.com/watch?v=oVG-5BF-dWo"
+ data-glue-modal-trigger="uni-modal-oVG-5BF-dWo-"
+ data-glue-modal-disabled-on-mobile="true"&gt;
+
+
+
+
+ &lt;div class="article-video__aspect-image"
+ style="background-image: url(https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_PaFqyZD.max-1000x1000.jpg);"&gt;
+ &lt;span class="h-u-visually-hidden"&gt;Gemini 3.8 Live with Live Avatar&lt;/span&gt;
+ &lt;/div&gt;
+
+ &lt;svg role="img" class="h-c-video__play h-c-icon h-c-icon--color-white"&gt;
+ &lt;use xlink:href="#mi-youtube-icon"&gt;&lt;/use&gt;
+ &lt;/svg&gt;
+ &lt;/a&gt;
+
+
+ &lt;/figure&gt;
+&lt;/div&gt;
+
+&lt;div class="h-c-modal--video"
+ data-glue-modal="uni-modal-oVG-5BF-dWo-"
+ data-glue-modal-close-label="Close Dialog"&gt;
+ &lt;a class="glue-yt-video"
+ data-glue-yt-video-autoplay="true"
+ data-glue-yt-video-height="99%"
+ data-glue-yt-video-vid="oVG-5BF-dWo"
+ data-glue-yt-video-width="100%"
+ href="https://youtube.com/watch?v=oVG-5BF-dWo"
+ ng-cloak&gt;
+ &lt;/a&gt;
+&lt;/div&gt;
+
+&lt;/div&gt;
+&lt;div class="block-paragraph_advanced"&gt;&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Deep dive: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;A companion technical guide &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/agent-compute-engine-deep-dive?e=48754805"&…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/getting-started-with-the-mantis-harness-to-find-and-fix-bugs?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Getting started with Mantis, our open-source bug f…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;hr/&gt;
-&lt;h3&gt;&lt;span style="vertical-align: baseline;"&gt;&lt;span style="vertical-align: baseline;"&gt;September 2026&lt;/span&gt;&lt;/span&gt;&lt;/h3&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Product, technology, and tools updates&lt;/span&gt;&lt;/h4&gt;
-&lt;p&gt;&lt;strong style="vertical-align: baseline;"&gt;Google Kubernetes Engine updates:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; The GKE team is all about improving the scalability of the platform, and in September, those improvements came in many shapes and sizes:&lt;/span&gt…
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Thought leadership (editor’s pick) &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New feature: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Need an execution runtime with higher density for your agentic workloads? We engineered the new open-source &lt;/span&gt;&lt;a href="https://cloud.go…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; GKE now has &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/gke-adds-native-scale-to-zero-capabilities?e=487…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/formula-e-goodwood-record-setting-edge-computing-gemma-ai?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Racers, start your agents: Formula E brings realtime AI to the edge:&lt;/st…
&lt;/li&gt;
+&lt;/ul&gt;&lt;/div&gt;
+&lt;div class="block-video"&gt;
+
+
+
+&lt;div class="article-module article-video "&gt;
+ &lt;figure&gt;
+ &lt;a class="h-c-video h-c-video--marquee"
+ href="https://youtube.com/watch?v=ww1OVrqe3R4"
+ data-glue-modal-trigger="uni-modal-ww1OVrqe3R4-"
+ data-glue-modal-disabled-on-mobile="true"&gt;
+
+
+
+
+ &lt;div class="article-video__aspect-image"
+ style="background-image: url(https://storage.googleapis.com/gweb-cloudblog-publish/images/Formula-E-Goodwood-YT-hero.max-1000x1000.jpg);"&gt;
+ &lt;span class="h-u-visually-hidden"&gt;Formula E&lt;/span&gt;
+ &lt;/div&gt;
+
+ &lt;svg role="img" class="h-c-video__play h-c-icon h-c-icon--color-white"&gt;
+ &lt;use xlink:href="#mi-youtube-icon"&gt;&lt;/use&gt;
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+ &lt;/a&gt;
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+
+ &lt;/figure&gt;
+&lt;/div&gt;
+
+&lt;div class="h-c-modal--video"
+ data-glue-modal="uni-modal-ww1OVrqe3R4-"
+ data-glue-modal-close-label="Close Dialog"&gt;
+ &lt;a class="glue-yt-video"
+ data-glue-yt-video-autoplay="true"
+ data-glue-yt-video-height="99%"
+ data-glue-yt-video-vid="ww1OVrqe3R4"
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+ ng-cloak&gt;
+ &lt;/a&gt;
+&lt;/div&gt;
+
+&lt;/div&gt;
+&lt;div class="block-paragraph_advanced"&gt;&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;News you can use &lt;/strong&gt;&lt;/h3&gt;
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/best-practices-guide-for-customizing-gemini-models?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Best practices guide for customizing Gemini models via …
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-cli-remote-mcp-server-in-preview?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Empower your agents with the Google Cloud CLI remote MCP server…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/graph-workflows-in-adk-everything-you-need-to-know?e=48754805"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Graph Workflows in ADK: Everything you need to know:&lt…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Stay tuned for monthly updates on Google Cloud’s AI announcements, news, and best practices. For a deeper dive into the latest from Google Cloud customers, read our monthly recap, &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/cus…
+&lt;div class="block-paragraph_advanced"&gt;&lt;hr/&gt;
+&lt;h2 style="text-align: center;"&gt;&lt;span style="vertical-align: baseline;"&gt;August&lt;/span&gt;&lt;/h2&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;This month, we focused on making AI highly practical for your business, including its associated costs. This meant tailoring our models for specialized industries – starting with Financial Services and Legal –  and helping you keep your budgets …
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Top announcements&lt;/strong&gt;&lt;/h3&gt;
+&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Further, the GKE HPA (with the above-mentioned Autoscaling Metric) now lets you scale up and down based on custom PromQL metrics, in addition to s…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/flexible-billing-and-cost-controls-for-agents-on-google-cloud?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;FinOps for the AI era: New flexible billing and c…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New feature: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Yet another scalability feature is &lt;/span&gt;&lt;a href="https://docs.cloud.google.com/kubernetes-engine/docs/concepts/pod-snapshots"&gt;&lt;span …
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-for-financial-services?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Gemini Enterprise for Financial Services&lt;/span&gt;&lt;/…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New migration tool: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Finally, if you’ve always wanted to migrate your container workloads from AWS EKS to GKE but feared a daunting, high-friction engineering ende…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-for-legal?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Gemini Enterprise for Legal&lt;/span&gt;&lt;/a&gt;&lt;span style="verti…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Feature updates: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Reinforcement learning (RL) and evaluation workloads are a beast: In a standard agentic RL loop, an LLM policy generates actions like code snippe…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/expanding-google-antigravity-for-enterprise-customers?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Expanding Google Antigravity for enterprise customers: &l…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;p&gt;&lt;strong style="vertical-align: baseline;"&gt;Storage updates: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;AI trains and creates lots of data, and that data has to live somewhere — in block storage systems, file systems, object stores and databases. We announced enhanceme…
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Thought leadership (editor’s pick): &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/storage-data-transfer/filestore-agent-volumes?e=48754805"&gt;&lt;span style="text-…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; If you run generative AI and RAG data layers  — think Milvus, Pinecone, Qdrant, Vespa, Redis, and in-memory context caching — you may want to take a …
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Another new Compute Engine product, &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/compute/storage-optimized-z4d-vm-and-bare-metal-i…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/tokenomics-why-smart-teams-spend-more-on-ai-on-purpose?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Tokenomics: Why smart teams spend more on AI, on purpose&lt;/span&gt;&lt;/a&gt;&…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Today’s AI training and inference pipelines create data faster than most storage management systems can keep up, creating challenges for teams try…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/meet-the-researcher-fighting-ai-hallucinations-at-google-cloud?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Meet the researcher fighting AI hallucinations at Google Cloud&lt;/span&…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New product:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Last but not least, a new version of &lt;/span&gt;&lt;a href="https://cloud.google.com/products/alloydb"&gt;&lt;span style="text-decoration: underlin…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/gemini-enterprise-optimize-ai-token-spend?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;What sports cars can teach us about optimizing AI spend:&lt;/span&gt;&lt;/a&gt;&lt;span style…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Practitioner guides and how-tos&lt;/span&gt;&lt;/h4&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;News you can use: &lt;/strong&gt;&lt;/h3&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Looking for a steer on your foundation or inspiration for your next project? Take a look at some of our favorite how-to guides from August: &lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Wish you could make GPUs and TPUs scattered around the globe behave as a single pool behind a single entry point? &lt;/span&gt;&lt;a href="https://cloud.g…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Guide: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Using or planning to use GKE on TPUs for AI model training or inference? Training massive Large Language Models (LLMs) or running high-throughput inference…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/10-questions-for-your-startup-developers?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;10 questions every startup should answer before moving to productio…
&lt;/li&gt;
-&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Customer and partner updates&lt;/span&gt;&lt;/h4&gt;
-&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;GKE customer:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Learn why gaming startup SeaVerse relies on &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/seaverse-chooses-g…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/your-chance-to-start-building-ai-agents-from-the-absolute-basics?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Your chance to start building AI agents fro…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Research, reports and deep-dives&lt;/span&gt;&lt;/h4&gt;
-&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;In case you missed it, we’re also thrilled to share that Google has been named a leader, including achieving the highest score on either product or strategy, in three key analyst reports from Gartner and Forrester. &lt;/span&gt;&lt;/p&gt;
-&lt;ul&gt;
-&lt;li role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/compute/forrester-wave-public-cloud-platforms-q3-2026-report?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Google is a leader in The Forrester Wave™: Public Cloud Platforms, Q3…
-&lt;li role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/compute/google-named-a-leader-in-2026-gartner-magic-quadrant-for-scps?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Google named a Leader in 2026 Gartner® Magic Quadrant™ for S…
-&lt;li role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/2026-gartner-magic-quadrant-for-container-management?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Google is a Leader in the 2026 Gartner Magic Quadrant f…
-&lt;li role="presentation"&gt;&lt;span style="vertical-align: baseline;"&gt;Google Cloud achieved a Gold rating in the latest SemiAnalysis ClusterMax 3.0 report, which evaluates the reliability, performance, support, pricing, and security of GPU providers globally. See the&lt;/span&gt;&lt;a href="ht…
-&lt;/ul&gt;
-&lt;hr/&gt;
-&lt;h3&gt;&lt;span style="vertical-align: baseline;"&gt;August 2026&lt;/span&gt;&lt;/h3&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Product, technology, and tools updates&lt;/span&gt;&lt;/h4&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Stay tuned for monthly updates on Google Cloud’s AI announcements, news, and best practices. For a deeper dive into the latest from Google Cloud customers, read our monthly recap, &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/cus…
+&lt;div class="block-paragraph_advanced"&gt;&lt;hr/&gt;
+&lt;h2 style="text-align: center;"&gt;&lt;span style="vertical-align: baseline;"&gt;July&lt;/span&gt;&lt;/h2&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Since launching the Gemini Enterprise Agent Platform a few months ago, we’ve watched businesses move from basic experiments to serious, production-grade builds. We want to make it even easier — and more secure — for you to scale those systems.&l…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Along with a batch of new platform updates, this month we’ve put together 13 practical demos and 20 diagnostic questions to help your engineering teams align on a strong architectural blueprint. Let’s dive in! &lt;/span&gt;&lt;/p&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Top announcements&lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/filestore"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Filestor…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/whats-new-in-gemini-enterprise-agent-platform?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;What’s new in Gemini Enterprise Agent Platform&lt;/span&gt;&lt;/a…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New feature: &lt;/strong&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/gvisor-sandboxes-for-ray-clusters-on-gke?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseli…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/find-and-fix-software-vulnerabilities-with-codemender?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Now in preview: Find and fix software vulnerabilities with …
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Looking for high-performance, easy-to-use infrastructure on which to run a personal AI agent, but don’t want to spend a lot of money? New &lt;/spa…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/alphaevolve-is-available-for-everyone?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Solve harder problems with AlphaEvolve, now available to everyone on Goog…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Practitioner guides, documentation and how-tos&lt;/span&gt;&lt;/h4&gt;
-&lt;ul&gt;
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Big news in Model Context Protocol (MCP) land: As of the 2026-07-28 specification, the protocol core is “completely stateless. The handshake is gon…
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Guide: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Real-time AI systems make a mess of traditional network load balancing techniques.&lt;/span&gt;&lt;span style="font-style: italic; vertical-align: baselin…
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Learn how to build an elastic, scalable LLM inference platform on GKE, even with a mix of different GPU accelerators. The proposed architecture combines …
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Documentation: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;The thing about hosts with GPUs or TPUs is that you can’t use live migration to update them, setting up a maintenance challenge. In this new docs …
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Documentation: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Advanced Compute Images, or ACIs, are standardized image stacks for AI/ML and HPC infrastructure, so you don’t need to manually build your own cus…
-&lt;li role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Guide: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;AI workloads are notoriously difficult to architect, resource-intensive, and bursty, which can also lead to scaling bottlenecks and large pools of underut…
-&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Customer and partner updates&lt;/span&gt;&lt;/h4&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Thought leadership (editor’s pick): &lt;/strong&gt;&lt;/h3&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;If automation requires delegation, then delegation requires trust. But letting an AI agent run on its own is a big leap for any business. While the productivity gains are clear, the fear of losing control is very real. This month, we sat down wi…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Here’s our picks for the month to learn more.&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;span style="vertical-align: baseline;"&gt;Business orchestration software provider &lt;/span&gt;&lt;a href="https://www.uipath.com/" rel="noopener" target="_blank"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;UiPath&lt;/strong&gt;&lt…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://mirendil.com/" rel="noopener" target="_blank"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Mirendil&lt;/strong&gt;&lt;/a&gt;&lt;span style="vertical-align: baseline;"&gt;, an frontier AI lab focused on accelerating AI…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://replen.it/" rel="noopener" target="_blank"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Replenit&lt;/strong&gt;&lt;/a&gt;&lt;span style="vertical-align: baseline;"&gt;, a retail CRM provider, built its AI decision eng…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/scale-ai-by-trading-control-for-trust?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;How leaders can scale AI by trading control for trust (Q&amp;amp;A)&lt;/span&gt;&lt;/a&gt;&lt;spa…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;a href="https://www.malachyte.com/" rel="noopener" target="_blank"&gt;&lt;strong style="text-decoration: underline; vertical-align: baseline;"&gt;Malachyte&lt;/strong&gt;&lt;/a&gt;&lt;span style="vertical-align: baseline;"&gt; architected its AI-powered e-commerce re…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/what-makes-an-ai-agent-trustworthy-data-cloud?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;What makes an AI agent trustworthy&lt;/span&gt;&lt;/a&gt;&lt;span style="vertical-align: …
&lt;/li&gt;
&lt;/ul&gt;
-&lt;hr/&gt;
-&lt;h3&gt;&lt;span style="vertical-align: baseline;"&gt;July 2026&lt;/span&gt;&lt;/h3&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Product, technology, and tools updates&lt;/span&gt;&lt;/h4&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;News you can use: &lt;/strong&gt;&lt;/h3&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;What if you’re looking for a steer on your basic foundation, inspiration for recipes, or some inspiration? Take a look at some of our favorite how-to guides from July: &lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/products/managed-lustre"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Product update:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/compute/c4n-network-and-storage-optimized-vms?e=0"&gt;&lt;span style="text-decorat…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/automate-agent-development-lifecycles-with-gemini-enterprise?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Automate your agent development lifecycle using…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New feature:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://docs.cloud.google.com/kubernetes-engine/docs/concepts/planning-large-clusters#clusters-5k-nodes"&gt;&lt;span style="…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New feature:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/introducing-co-operative-time-slicing-for-rl-in-llm-d?e=0"&gt;&…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/why-ai-apps-fail-in-production?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Why AI apps fail in production (And how Google solved it)&lt;/span&gt;&lt;/a&…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;New AI security tool:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/introducing-k8s-aibom-on-gke-for-automated-ai-bills-of-mat…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/13-demos-on-gemini-enterprise-agent-platform?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;13 hands-on demos to build on Gemini Enterprise Agent Platform&lt;…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Practitioner guides and how-tos&lt;/span&gt;&lt;/h4&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Stay tuned for monthly updates on Google Cloud’s AI announcements, news, and best practices. For a deeper dive into the latest from Google Cloud customers, read our monthly recap, &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/cus…
+&lt;div class="block-paragraph_advanced"&gt;&lt;hr/&gt;
+&lt;h2 style="text-align: center;"&gt;&lt;span style="vertical-align: baseline;"&gt;June&lt;/span&gt;&lt;/h2&gt;
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;Our main focus in June was helping your teams build, scale, and secure AI. Today, we’re sharing a fresh roundup of updates designed to help you run smarter, more secure applications while keeping everything under your control. &lt;/span&gt;&lt;/…
+&lt;p&gt;&lt;span style="vertical-align: baseline;"&gt;We even shared a cool virtual shopping demo at Cannes to show how retailers can make product discovery more exciting. Let’s dive in! &lt;/span&gt;&lt;/p&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Top announcements&lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;On July 27, Google announced &lt;/span&gt;&lt;a href="https://discuss.google.dev/t/announcing-day-0-support-for-kimi-k3-on-google-cloud/385392" rel=…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/developers-practitioners/autopilot-clusters-with-gke-managed-dranet-gpus-and-tpus"&gt;…
-&lt;/li&gt;
-&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Learn to run Ray on TPUs, not GPUs. In &lt;/span&gt;&lt;a href="https://developers.googleblog.com/run-ray-on-tpu-part-1-the-foundations/" rel="noope…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Introducing the Open Knowledge Format&lt;/span&gt;&lt;/a&gt;&…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Evaluate TPUs for sample workloads using a new microbenchmark suite that helps you accurately assess whether a device is achieving its theoretical p…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/powering-the-next-era-of-confidential-ai?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Collaboration with Apple on its expanded Private Cloud Compute (PCC) sys…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;How-to guide:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; Scale your agents without killing your budget. &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/products/containers-kubernetes/reduce-your-age…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/ai-machine-learning/cloud-fable-5-on-google-cloud?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Claude Fable 5: Available on Google Cloud: &lt;/span&gt;&lt;/a&gt;&lt;span style=…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Technical blueprint: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Inside the optimization of Mistral 3 large inference on Ironwood. This blog outlines how one Google team optimized Mistral 3 large MoE model …
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/transform/gemini-enterprise-is-helping-restyle-the-retail-playbook?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;Cloud Atelier: How Gemini Enterprise is helping restyle the retail playbook&lt…
&lt;/li&gt;
&lt;/ul&gt;
-&lt;h4&gt;&lt;span style="vertical-align: baseline;"&gt;Research, reports and deep-dives&lt;/span&gt;&lt;/h4&gt;
+&lt;h3&gt;&lt;strong style="vertical-align: baseline;"&gt;Thought leadership (editor’s pick): &lt;/strong&gt;&lt;/h3&gt;
&lt;ul&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Report: &lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt;Google was named a Leader in the inaugural &lt;/span&gt;&lt;a href="https://cloud.google.com/blog/topics/ai-infrastructure/google-is-a-leader-in-gartner-m…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-how-google-cloud-security-uses-ai-internally?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;How Google Cloud Security uses AI internally…
&lt;/li&gt;
&lt;li aria-level="1" style="list-style-type: disc; vertical-align: baseline;"&gt;
-&lt;p role="presentation"&gt;&lt;strong style="vertical-align: baseline;"&gt;Report:&lt;/strong&gt;&lt;span style="vertical-align: baseline;"&gt; We recently surveyed more than 1,400 senior IT leaders for our &lt;/span&gt;&lt;a href="https://cloud.google.com/resources/content/state-of-infrastructure…
+&lt;p role="presentation"&gt;&lt;a href="https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-the-4-lessons-that-guided-ai-threat-defense?e=48754805"&gt;&lt;span style="text-decoration: underline; vertical-align: baseline;"&gt;The 4 lessons that guided AI Threat Defense&l…

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