Anthropic introduces the Claude apps gateway for Google Cloud, a self-hosted service that sits between Claude Code clients and Google Cloud to centralize identity, RBAC policy enforcement, per-user telemetry, and spend limits across an organization. The gateway runs as a stateless container on Cloud Run, authenticates via Google Workspace or any OIDC provider, and keeps inference inside your GCP project.

Google Cloud's detailed guide shows how to offload KV caches to Managed Lustre, achieving 50% TCO savings for Llama-3.3-70B inference on multi-node GKE clusters. A practical deployment blueprint with vLLM, PVC evictor, and validated configurations for Qwen and Gemma models.

Google brings Conversational Analytics in BigQuery to GA, embedding a Gemini-powered agent that lets users query data and run multi-step analyses in plain language, directly within the governed data warehouse, cutting analysis time for teams like MoneySuperMarket's from weeks to minutes.

Financial institutions are caught between the need for strict regulatory compliance, sub-millisecond transactional speeds, and data sovereignty, and the reality of being locked into brittle, proprietary legacy databases. A global investment bank might see over **70% of its IT budget** consumed by decades-old COBOL systems and siloed ledgers, leaving no room for modern, AI-driven fraud detection. Emerging regulations like EMEA's Digital Operational Resilience Act (DORA) and national data residency laws create a tug-of-war between sovereignty and innovation, effectively preventing regional payment processors from moving sensitive data to public clouds to access modern AI tools. Meanwhile, agile fintech upstarts with cloud-native architectures are widening the insights gap, as traditional firms struggle to turn trapped data into real-time intelligence, hitting performance ceilings during peak market volatility.

If you've ever been confused by conflicting benchmark scores for the same model, this article explains how Every Eval Ever and Hugging Face Community Evals now work together to standardize evaluation reporting. The cross-compatible schema and converter let you submit results once and have them appear on model pages with full reproducibility records attached.