AI

Unlocking AI flexibility in Europe: A guide to cross-region inference for EU data processing and model access

With access to the latest generative AI models and high-performance accelerated compute in high global demand, AWS customers need tools to take advantage of model availability and capacity across multiple AWS Regions, while still meeting their security and privacy requirements. cross-Region Inference (CRIS) on Amazon Bedrock meets these needs by automatically routing requests across multiple

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It’s safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCore

There’s a habit going around. Walking from one meeting to the next with the laptop cradled half-open. Sitting through a 1:1 with the lid propped just enough to keep the screen alive. Riding home while holding your laptop because it must stay running. Anywhere except closed on a desk, because closed on a desk is

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Better decisions at scale: How mathematical optimization delivers where intuition fails

The science of optimal decisions — and how leading organizations are applying it. Every enterprise faces decisions that are too complex for intuition or manual decision-making alone. Which delivery routes minimize cost while meeting next-day promises? How should hundreds of robots sequence movements across a factory floor without collision? How do you staff a 24/7

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End-to-end encrypted ML inference with Amazon SageMaker AI and FHE

Machine learning (ML) inference often requires processing sensitive data—medical records, proprietary business information, or personal communications. What if you could run ML inference in the cloud while hiding your data from the cloud itself? More specifically, what if you could enforce that your data stayed encrypted throughout the entire ML inference process? This post will

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Amazon Quick ARNs: Cross-account migration and namespace permissions

You migrate dashboards from development to production, but the permissions don’t carry over. You share a dashboard with your Finance team, but they keep getting “access denied.” You set up namespaces for multi-tenant isolation, and the same username works in one namespace but not another. These are real tasks that Amazon Quick administrators tackle regularly,

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Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required

Voice agents are transforming how businesses interact with customers, handling appointment bookings, order inquiries, account management, and more through natural spoken conversation. But as these agents grow more capable, a fundamental challenge emerges: how do you test them? Unlike text-based chatbots where you can script inputs and assert outputs, voice agents operate in a fundamentally

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