Cloud Computing

Cluster-level reliability for trillion-parameter models on TPUs

Frontier AI models have redefined the unit of compute. At trillion-parameter scale, AI training requires thousands of interconnected components, orchestrated in industrial-scale deployments to operate as a single, massive entity.  Likewise, when it comes to reliability, aggregate infrastructure availability is what matters. Yet for almost two decades, instance-level reliability has been the cloud standard. Designed […]

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Architecting a resilient, scalable and secure foundation for the agentic era

Across the public sector, the conversation has shifted; we are no longer just talking about the potential of AI, we are already seeing the impact. While visionary leadership and cultural buy-in are crucial for driving the agentic era forward, moving from pilots to full-scale, organization-wide agentic transformation requires a resilient, scalable and secure foundation. I

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Future-proof your data strategy: AlloyDB adds PostgreSQL 18 and new Extended Support

As you look out at your 2026 infrastructure roadmap, your goal is to balance the need for rapid innovation with operational stability. You shouldn’t have to choose between adopting the latest database features and maintaining a secure, supported environment for your workloads. Today, we are announcing the general availability of PostgreSQL 18 in AlloyDB and

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GTIG AI Threat Tracker: Adversaries Leverage AI for Vulnerability Exploitation, Augmented Operations, and Initial Access

Executive Summary Since our February 2026 report on AI-related threat activity, Google Threat Intelligence Group (GTIG) has continued to track a maturing transition from nascent AI-enabled operations to the industrial-scale application of generative models within adversarial workflows. This report, based on insights derived from Mandiant incident response engagements, Gemini, and GTIG’s proactive research, highlights the

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