One prompt can now drive more of your work More support for defending infrastructure and open source See Claude’s rules updated for newer risks GPT-6 Intelligent UI makes conversations visual and interactive Claude Haiku 5.5 delivers low-cost, high-performance AI Create visual, interactive answers from a simple chat Run high-volume tasks with a cheaper fast model Share new mathematical results on GitHub to accelerate research Easier access to advanced Claude models for security work Run image, audio, and video search on-device with one model Atlassian integration makes company knowledge easier to use Decisions beta speeds up typed answers from text and images Anthropic expands safer access to advanced cyber features Enable text watermarking via API for EU compliance Claude training becomes easier for enterprise teams Anthropic invests in workforce training for enterprise adoption Enterprise adoption and training get easier Google's Gemini 4 Argon makes heavy tasks easier to offload Gemini 4 Argon is built for long professional tasks Use Astra-level performance affordably in daily work One prompt can now drive more of your work More support for defending infrastructure and open source See Claude’s rules updated for newer risks GPT-6 Intelligent UI makes conversations visual and interactive Claude Haiku 5.5 delivers low-cost, high-performance AI Create visual, interactive answers from a simple chat Run high-volume tasks with a cheaper fast model Share new mathematical results on GitHub to accelerate research Easier access to advanced Claude models for security work Run image, audio, and video search on-device with one model Atlassian integration makes company knowledge easier to use Decisions beta speeds up typed answers from text and images Anthropic expands safer access to advanced cyber features Enable text watermarking via API for EU compliance Claude training becomes easier for enterprise teams Anthropic invests in workforce training for enterprise adoption Enterprise adoption and training get easier Google's Gemini 4 Argon makes heavy tasks easier to offload Gemini 4 Argon is built for long professional tasks Use Astra-level performance affordably in daily work

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AI BriefingGoogleFeature Updates19:00

AI summarized from verified sources

Cost-Effective LLM Serving with Ollama on GKE GPU Sharing

Share GPUs to cut LLM serving costs and simplify ops.

SOURCE CHECK

2 sources

VERIFIED

Sources

Primary / x.com

Official Blog

Supporting / cloud.google.com

Official Blog

Key Points

1Auto-scale with GKE Autopilot.
2Lightweight serving via Ollama.
3Tenant isolation with vCluster.
4Maximize resources with GPU sharing.

Google Cloud introduced combining GKE Autopilot, Ollama, vCluster, and GPU sharing to solve GPU bottlenecks and costs. This enables efficient multi-tenant LLM serving. Developers can deploy AI models more affordably and scalably.

What changed

Google Cloud introduced combining GKE Autopilot, Ollama, vCluster, and GPU sharing to solve GPU bottlenecks and costs. This enables efficient multi-tenant LLM serving. Developers can deploy AI models more affordably and scalably.

Why it matters

Share GPUs to cut LLM serving costs and simplify ops.

What to watch

Share GPUs to cut LLM serving costs and simplify ops. Key checks: Auto-scale with GKE Autopilot. / Lightweight serving via Ollama. / Tenant isolation with vCluster..