GPT-5.6 Sol API and credit pricing cut by over 20%Claude Security now scans GitHub repos with Mythos 5 Zero Data Retention continues with Private Safety Processing preview for stronger safety Claude can now send Gmail emails and manage Google Drive files Strengthen monitoring for high-risk training and pause RL runs Approved defenders can advance advanced vulnerability research with GPT-5.6-Cyber Cyclone forecasts now provide over a day of extra lead time Talk while reasoning or using tools without conversation breaks AI delivers new results on 10 long-standing math problems with proofs released GPT-5.6 Luna and Terra prices drop 80% and 20%, with faster Sol option added Opus 5 now available on all paid plans and API Securely link health records to understand symptom changes and test results in context Run code inside notes for deeper analysis GPT-Red boosts prompt injection resistance significantly Cut lesson prep time with AI You can move from conversation to documents faster Run AI inference in the browser and cut wait time Review how you use Claude and cut waste Long tasks can move from draft to presentation more easily Track the latest safety rules for bigger models GPT-5.6 Sol API and credit pricing cut by over 20%Claude Security now scans GitHub repos with Mythos 5 Zero Data Retention continues with Private Safety Processing preview for stronger safety Claude can now send Gmail emails and manage Google Drive files Strengthen monitoring for high-risk training and pause RL runs Approved defenders can advance advanced vulnerability research with GPT-5.6-Cyber Cyclone forecasts now provide over a day of extra lead time Talk while reasoning or using tools without conversation breaks AI delivers new results on 10 long-standing math problems with proofs released GPT-5.6 Luna and Terra prices drop 80% and 20%, with faster Sol option added Opus 5 now available on all paid plans and API Securely link health records to understand symptom changes and test results in context Run code inside notes for deeper analysis GPT-Red boosts prompt injection resistance significantly Cut lesson prep time with AI You can move from conversation to documents faster Run AI inference in the browser and cut wait time Review how you use Claude and cut waste Long tasks can move from draft to presentation more easily Track the latest safety rules for bigger models

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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..