… Evaluate your evals We have spent years optimizing agents against rulers we never measured. The bitter irony is that better models make this worse: as agents clear coarse benchmarks, the score saturates near the top and the exam loses its ability to highlight where the agent can be improved. …
… Posted in AI infrastructure AI & Machine Learning Containers & Kubernetes Compute Networking Storage & Data Transfer Related articles Containers & Kubernetes Minimize idle accelerators: Native RL job interleaving with co-operative time-slicing in llm-d By Poonam Lamba • 8-minute read AI infrastruct… …
… Posted in Containers & Kubernetes Networking AI & Machine Learning AI infrastructure GKE Related articles Containers & Kubernetes Introducing the GKE standby buffer: Improve node startup times without blowing your budget By Eyal Yablonka • 7-minute read Containers & Kubernetes Agent Sandbox on GKE …
… For more details, check out the following resources: New from Anyscale: High Performance Distributed Inference with Ray Serve LLM Enable High Throughput on Ray Serve with KubeRay Serve an LLM with multi-cluster Ray Serve and GKE Inference Gateway Serve Gemma open models on GKE with Ray Posted in Co…
… Posted in Security & Identity Healthcare & Life Sciences Related articles Security & Identity Cloud CISO Perspectives: Why AI Threat Defense is the new boardroom baseline By Chris Betz • 7-minute read Databases AlloyDB adds group authentication to secure enterprise scale and AI agents By Bjoern Ros…
… XOR United States : Produces reinforcement learning training data and environments to help AI models autonomously find and fix their own security flaws. The company provides verified task trajectories and benchmarks that developers use to train secure coding agents. …
… As organizations rapidly deploy AI and machine learning, they are shifting toward agentic workloads. AI agents do not interact with data the way humans do. …
… Explore these resources to start building: Try the models: Agent Studio within Gemini Enterprise Agent Platform API documentation: Nano Banana 2 Lite , Gemini Omni Flash Access Colab notebooks: Nano Banana 2 Lite , Gemini Omni Flash Pricing: Agent Platform Pricing for both models Prompting guides: …
… Posted in Containers & Kubernetes AI infrastructure llm-d Related articles Security & Identity Securing the AI supply chain on GKE: Introducing k8s-aibom for automated AI BOMs By Glen Messenger • 5-minute read Containers & Kubernetes Scaling Ray Serve LLM on GKE: Performance without losing the deve…
… Posted in Partners AI & Machine Learning Customers Data Analytics Related articles Partners Accelerating automotive innovation with C4A-metal and Panasonic Automotive vSkipGen By Yarden Halperin • 5-minute read AI & Machine Learning Claude at scale on Google Cloud: Frontier AI, built for enterprise…