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Google Cloud is recognized as a Leader in The Forrester Wave™ AI Infrastructure Solutions report for Q4 2025, demonstrating excellence in scalable, integrated, efficient, and secure AI infrastructure systems that support diverse hardware accelerators and flexible deployment options.

Google Cloud is recognized as a leader in AI infrastructure solutions for its integrated, efficient, secure, and scalable AI systems, featuring custom hardware, flexible deployment options, and robust security tailored for enterprise-grade AI workloads.

Cluster Director now generally available, automates lifecycle management for AI and HPC Slurm clusters with topology-aware control, seamless GKE integration, and active monitoring for reliable, scalable high-performance computing.

Leveraging OpenRewrite and AI agents, this automated workflow streamlines upgrading Java microservices to standardized Golden Path versions, tackling build errors and scaling across hundreds of repos efficiently.

Introduces a tractable framework for efficient calibration decision loss by restricting post-processing families, providing theoretical insights and algorithmic guarantees for recalibration in machine learning.

Explores communication complexity bounds and optimal protocols for distributed estimation problems, highlighting improvements in debiasing and private mean estimation under privacy constraints.

AgREE introduces an agent-based framework leveraging iterative retrieval and multi-step reasoning to enhance knowledge graph completion for emerging entities without requiring training, outperforming existing methods significantly.

Learn how to integrate Amazon SageMaker managed MLflow with Snowflake via Snowpark to streamline machine learning experiment tracking, model management, and deployment in a secure, scalable environment.

Leverage Amazon SageMaker AI's dataset versioning, custom evaluators, automatic lineage tracking, and MLflow integration to efficiently track, manage, and reproduce assets throughout the generative AI development lifecycle.

Introducing Gemini 3 Flash, a cutting-edge intelligence platform engineered for unparalleled speed and performance.

Databricks SQL in 2025 delivers serverless, AI-native, and open-standard analytics on the Lakehouse platform with enhanced performance, automation, and cost governance for modern data teams.

Staying ahead in the age of AI: a practical playbook of five principles: Align, Activate, Amplify, Accelerate, Govern to help leaders align strategy, empower teams, amplify wins, accelerate decisions, and govern responsibly as AI advances.