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  • All entries83,113
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Knowledge catalogue

Search: “google-cloud-ai”

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276 results
10 Jul 2026

Frontier and Center: Who evaluates the evaluations?

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Editor’s note: Some of the most interesting questions in AI are being asked by information theoreticians, around how to provide context to an emerging class of AI agents. A few weeks ago, we waded int

9 Jul 2026

Autopilot Clusters with GKE managed DRANET: GPUs and TPUs

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Google Kubernetes Engine (GKE) managed DRANET supports both GPUs and TPUs. There are several configurations to use this implementation, including standard cluster (where you have full control) and aut

Safely run AI-generated code in Cloud Run sandboxes

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Here’s a question we hear often at Google Cloud: How do you safely run AI-generated code or untrusted binaries without putting your host application, data, and cloud credentials at risk? In other word

Solve harder problems with AlphaEvolve, now available to everyone on Google Cloud

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Many of the most challenging and valuable problems in the world are related to optimization. Now, AI is now making these problems tractable. If you've ever tried to design a microchip, plan a delivery

8 Jul 2026

C4N, now GA: Delivering cloud’s highest per vCPU network and block storage I/O for x86 workloads

HardwareDGX agent

As organizations scale modern workloads — from high-throughput databases and network/security appliances to real-time analytics and AI/ML inference — network and block storage performance can quickly

Gemini Enterprise for Education named a Commander in Tambellini StarChart™: 2026 AI Agents for Administrative Efficiency—Agent Platforms

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The agentic AI era is here, transforming how higher education institutions innovate, operate, and fundamentally empower learners, faculty, and researchers. AI agents can deliver unprecedented efficien

Google Cloud named Leader in the 2026 Gartner® Magic Quadrant™ for AI Infrastructure

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In the agentic era, AI is evolving from answering questions to reasoning and taking action. Companies who want to lead in this next phase of AI need computing infrastructure that’s designed and optimi

Meet the 33 cybersecurity startups joining the Gemini Startup Forum

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Startups are at the forefront of tackling some of the world’s most complex challenges, especially in cybersecurity, where new ideas and adaptability are always needed. These companies are embracing AI

New ways to keep Google Cloud certifications current and boost your career

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If you’re reading this, you’ve likely already done the hard work to prove your qualifications with a Google Cloud certification. And good for you — research shows that’ll help you get ahead. Certified

7 Jul 2026

20 questions for the Agentic Enterprise (and how Agent Platform can help)

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If you’re an IT leader, you might be getting a lot of questions about how to build and deploy agents. The pressure to move fast is intense, but the engineering reality is incredibly complex. Where do

A developer's guide to publishing agents in Gemini Enterprise and Google Cloud Marketplace

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Software-as-a-service (SaaS) is evolving into Agents-as-a-service (AaaS). Instead of isolated applications, developers are creating AI agents that interoperate using standardized open protocols such a

BGP route policies: Top 3 use cases by customer demand

SafetyDGX agent

When we first made BGP route policies for Cloud Router generally available over a year ago, our goal was to give network administrators deep, programmable control over how network paths are evaluated

Drive proactive security, prioritize risks with Google Threat Intelligence and Wiz ASM

AgentsDGX agent

Being more proactive continues to be a leading goal for security organizations. As AI accelerates the pace of vulnerability discovery and exploitation, organizations will rely on the personalization o

Google Cloud Labs: Accelerate AI with Cloud Run

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Moving Beyond the Prototype The AI landscape has shifted. While 'vibe coding' with tools like Antigravity and AI Studio lets you build and deploy complex agents in minutes, the real work begins on 'Da

Report: 83% of organizations need to upgrade their infrastructure to support agentic AI

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For years, enterprise AI has been synonymous with conversational AI — the customer service bots and digital assistants we interact with every day. But today, the market has shifted. We’ve officially m

The ‘Ghost’ in the Database: Recovering Active ADFS Signing Keys via Machine DPAPI

SafetyDGX agent

Written by: Shebin Mathew Introduction The 'Golden SAML' technique, first described by CyberArk researchers in 2017, and further detailed by Mandiant researchers in 2021, remains one of the most effec

6 Jul 2026

Shift into high gear with agents: Securing the software-defined vehicle

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The automotive industry is at a pivotal crossroads as it hits the gas on adopting new technology. The era of the traditional connected vehicle has shifted into the age of the software-defined vehicle

2 Jul 2026

Google’s Continued Disruption of Malicious Residential Proxy Networks

SafetyDGX agent

Background Today, in coordination with the FBI, Lumen, and others, Google took action against the NetNut residential proxy network, also known as Popa. This action builds on our disruption of the IPID

1 Jul 2026

AlloyDB AI Functions - now with revolutionary performance boosts and cost savings

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AlloyDB is an AI-native database—it isn’t just a passive data store, it intelligently understands and processes your data. With AlloyDB, you get industry-leading vector and hybrid search, near 100% ac

Beyond Static Prompts: Building Scale-Proof, Polymorphic Multi-Agent Systems with Google's ADK

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As enterprise generative AI transitions from simple, conversational chatbots to autonomous multi-agent workflows, developers face a critical bottleneck: scale. In a production environment, an enterpri

Get started with the Claude apps gateway for Google Cloud

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Anthropic's agentic coding tool Claude Code has worked with Google Cloud for a while now. An individual developer could easily point CLAUDE_CODE_USE_VERTEX=1 at a Google Cloud (GCP) project, grant the

Google Cloud confirmed to offer a safer choice for EU public sector organizations with Dutch DPIA approval

TutorialsDGX agent

At Google Cloud, we are committed to providing public sector organizations around the globe with cloud technology that is highly flexible, scalable, and built with market-leading standards for data pr

Google named a Leader in 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms for third year in a row

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For the third consecutive year, Google has been recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms. This recognition comes on the heels of Go

New IDC study: The business value of Mandiant Consulting

TutorialsDGX agent

Security leaders are now expected to protect business growth and clearly articulate security value to their board of directors, in addition to managing risk. While translating technical defense into m

Scaling LLM Inference: Multi-Node KV Cache Offloading with GKE & Managed Lustre

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Significant contributors to this article include Sneha Aradhey, Software Engineer, Google Kubernetes Engine, and Michael MacDonald, Sr Software Engineer, Google Cloud Managed Lustre. Enterprise produc

SOCRadar powers rapid threat detection with AlloyDB and Gemini Enterprise

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Editor’s note: SOCRadar is a leading cybersecurity company that provides threat intelligence to businesses worldwide. As the volume of cyber threats continued to grow, SOCRadar needed to modernize its

30 Jun 2026

Anomaly detection using dynamic thresholds and two-year-long alerts in Cloud Monitoring

SafetyDGX agent

Choosing the threshold of an alert policy can be a headache. You have to analyze historical data, aggregate it into semantically meaningful time series, and choose a threshold that matters. If the wor

Bringing speed and strong cost performance to the market with Gemini Omni Flash and Nano Banana 2 Lite

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Great creative happens when your tools move at the speed of your ideas. To help you create rich, reliable experiences while reducing regeneration time and costs, we’re adding two new models to Gemini

Build agents even faster with Gemini Enterprise Agent Platform’s fully-managed, remote MCP server

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A couple of months ago, we announced that over 50 Google-managed MCP servers are available. Today, we’ll dive into how to use the Gemini Enterprise Agent Platform remote MCP server to securely connect

Conversational analytics in BigQuery brings trusted agentic reasoning to everyone

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Businesses run on fast decisions, but the teams who hold the answers are often buried under a backlog of routine requests, leaving users waiting in line for insights they need now. Today, we are bring

How Schrödinger sped up molecular discovery by 4x with Alphaevolve

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Computational chemistry researchers have traditionally faced a frustrating trade-off when simulating molecular interactions: use fast classical force fields that sacrifice precision or rely on accurat

Modernizing financial services with deployment freedom and transformational AI with AlloyDB Omni

Local AiDGX agent

The financial services industry (FSI) operates under a unique set of non-negotiable requirements: the need for strict regulatory compliance, sub-millisecond transactional speeds, and security that ver

29 Jun 2026

Cloud CISO Perspectives: How Google Cloud Security uses AI internally

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Welcome to the second Cloud CISO Perspectives for June 2026. Today, we’re discussing how we use AI to chart a path to autonomous software development lifecycle security.As with all Cloud CISO Perspect

Scaling Network Analysis for Fraud Prevention with BigQuery Graph

IndustryDGX agent

Based in the UK, Curve are building a financial super-app, a smart wallet that consolidates all your debit and credit cards into a single app and card, simplifying how millions of users spend, send an

Supercharging the agentic era with Spanner’s multi-model architecture

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In the agentic era, the role of the database has fundamentally changed. It is no longer a passive repository; it’s a critical context engine designed to ground generative AI apps, models and power aut

Synthesize the big picture and analyze trends with BigQuery's AI.AGG function

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We recently announced the preview of the BigQuery AI.AGG() function. With AI.AGG(), you can use natural-language instructions within a single line of SQL to summarize or synthesize information over mi

The Bear Necessities: A Look at the Drivers, Dynamics, and Applications of the Pro-Russia Influence Ecosystem

SafetyDGX agent

Written by: James Sadowski, Alden Wahlstrom Introduction Four years into Russia’s full-scale invasion of Ukraine, the pro-Russia influence ecosystem has evolved from a tool of war back into a global s

Turner Industries’ Blueprint for a Secure, Cloud-First Infrastructure

ApplicationsDGX agent

Editor’s note: Today’s post is by Scott Gatreau, Director of Information Security, at Turner Industries, a privately owned industrial contractor that provides construction, maintenance, and fabricatio

26 Jun 2026

From query to action: Introducing SQL alerting in Cloud Monitoring Observability Analytics

SafetyDGX agent

Traditional alerting systems often force a compromise: you can either alert immediately on simple, noisy log events, or monitor rigid, pre-configured metrics that fail when faced with data with many u

Securing agentic AI with perimeter guardrails: What's new in VPC Service Controls

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As enterprises scale autonomous AI agents into production, enabling safe innovation requires robust architectural guardrails. AI agents connect across tools and datasets, so it’s essential to establis

25 Jun 2026

STOCKSTAY Another Day: The Latest Addition to Turla’s Intelligence Gathering Apparatus

SafetyDGX agent

Written by: Jordan Jones Introduction Google Threat Intelligence Group (GTIG) has conducted an in-depth analysis of a .NET backdoor, tracked as STOCKSTAY, that has been continually developed and deplo

24 Jun 2026

Enhanced data resilience with cross-region backups in Backup and DR Service

IndustryDGX agent

To maintain business continuity, you need a robust data-backup strategy. While multi-region backups offer the highest availability, many organizations want a more cost-effective way to protect their d

Zero-Day Exploitation of Vulnerability (CVE-2026-20245) in Cisco Catalyst SD-WAN Manager

TutorialsDGX agent

Written by: Chester Sng, Pete Boonyakarn, Logeswaran Nadarajan Introduction In early 2026, Mandiant identified a threat actor targeting SD-WAN infrastructure at a service provider. After gaining initi

23 Jun 2026

Log Analytics is now Observability Analytics: Query logs and traces with SQL

AgentsDGX agent

To effectively operate and troubleshoot applications, developers and site reliability engineers (SREs) need to understand the full context of their system's behavior, typically as part of their loggin

Open models, global networks: How AT&T and GSMA are accelerating telecom innovation with Gemma

Model ReleasesDGX agent

Telecommunications is an incredibly complex, highly specialized domain. Modern mobile networks are inherently multi-vendor, featuring diverse and often proprietary data structures. While AI has made m

Verifiable, private AI: Google Cloud expands Confidential Computing frontiers

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Protecting sensitive data used with AI is a critical part of our commitment to providing advanced and secure cloud infrastructure. Confidential Computing cryptographically protects data in use in hard

22 Jun 2026

Boost BigQuery with Python: Managed Python UDFs now generally available

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SQL is the industry standard for high-performance structured data analysis. However, expressing complex procedural logic, scientific computations, advanced string manipulations, or machine learning wo

The Starter Tier for Google AI Studio explained

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You've got a working prototype in Google AI Studio. A React frontend, a Node.js backend, maybe a database. Now you want a live URL to share with your team, your users, or a friend who wants to try it.

10 Jun 2026

Choosing your surface: Antigravity 2.0, Antigravity CLI, Antigravity IDE, or Antigravity SDK

AgentsDGX agent

TL;DR: Antigravity 2.0: A desktop app to orchestrate multiple autonomous agents working in parallel across independent projects. Antigravity CLI: A terminal interface designed for command-line workflo

Deep dive: How Lightning Engine delivers 4.9x faster Apache Spark performance

AgentsDGX agent

From foundational ETL and analytics to the frontier of generative AI, Apache Spark serves as the architectural backbone for global data processing. However, as data volumes scale, the trade-off betwee

9 Jun 2026

Claude Fable 5: Available on Google Cloud

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Claude Fable 5, Anthropic’s latest frontier model, is now generally available on Google Cloud. This launch is the latest proof point of our ongoing commitment to bring the industry's latest models str

Detecting and containing AI-powered threats with Google Security Operations agents

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To defend against the growing range of AI-accelerated threat actors, organizations need to be able to respond faster to outpace the adversary.Recently, we announced Google AI Threat Defense, an automa

Gemini for Government: Your blueprint for mission impact

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The public sector has reached a critical inflection point. For years, organizations have explored what’s possible through isolated AI pilots and experimentation. Today, the question has shifted to “wh

How to unlock true ROI in software development – a deep dive into the latest DORA research

TutorialsDGX agent

How do you prove the business value of generative AI to your teams? Technology and finance leaders need to show the clear business value of AI projects to secure ongoing funding. While measuring retur

Report: GKE Inference Gateway delivers up to 92% faster AI responses

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As generative AI moves from experimental pilots to massive production environments, the efficiency of your infrastructure becomes the ultimate differentiator. One way to get the most out of it and min

Storage Insights datasets: Enabling org-wide operational discovery with activity insights

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As enterprise storage footprints scale to billions of objects, AI applications and agentic workloads are fundamentally shifting the role of storage from a passive repository to the foundation of the d

8 Jun 2026

Modernizing Healthcare: How Alcidion achieved greater stability and performance with AlloyDB

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In clinical informatics, every second counts. For Alcidion, a global leader in smart health solutions, the mission is simple but critical: use technology to reduce cognitive load for clinicians and pr

5 Jun 2026

Seeking Counsel: Ongoing Targeted Campaign Against US Law Firms

SafetyDGX agent

Written by: Chad Reams, Tufail Ahmed, Keith Knapp, Ashley Frazer, Tyler McLellan Introduction From January through May 2026, Mandiant identified a financially motivated data theft extortion campaign e

4 Jun 2026

Scaling AI Agents: A Step-by-Step Guide to Deploying ADK on GKE Autopilot

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While building AI agents locally using Google’s Agent Development Kit (ADK) is an excellent way to prototype, production-ready agents require a robust, scalable infrastructure. For developers looking

What's new for Managed Service for Apache Spark clusters

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At Google Cloud, our goal is to let you run large-scale analytical and data science workloads with maximum efficiency so you can process big data pipelines, machine learning, and ETL tasks. We recentl

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