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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, …

Amazon Quick ARNs: Cross-account migration and namespace permissions Read More »

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 …

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

Here are Google’s latest AI updates from May 2026 ​ 

Today, we are excited to announce the day-zero availability of NVIDIA Nemotron 3 Ultra on Amazon SageMaker JumpStart. With this launch, you can now deploy the Nemotron 3 Ultra model using a one-click deployment experience. Nemotron 3 Ultra is an open model built for frontier reasoning and orchestration in long-running autonomous agents, delivering 5x faster …

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart Read More »

Amazon Bedrock powers generative AI for more than 100,000 organizations worldwide—from startups to global enterprises across every industry. It provides the proven infrastructure and comprehensive capabilities to confidently build applications and agents that work in production with the flexibility, enterprise security, and proven scalability you need to innovate boldly and deliver AI that drives real …

How to build self-driving AI operations on Amazon Bedrock at scale Read More »

Today, we’re announcing support for Fundamental’s NEXUS model on Amazon SageMaker AI. With this launch, you can deploy a foundation model (FM) purpose-built for tabular data prediction. This model helps your enterprise generate accurate, deterministic predictions from structured data in days instead of months. In this post, we show you how to get started with …

Fundamental’s Large Tabular Model NEXUS is now available on Amazon SageMaker JumpStart Read More »

Deep Learning AMI and AWS Deep Learning Containers are now enabled with support for SOCI snapshotter and index. Seekable OCI (SOCI) is a technology that enables efficient container image management through selective file downloading. It uses a layer-based indexing system to map file locations within container images, allowing containers to start with only the necessary …

Reducing container cold start times using SOCI index on DLAMI and DLC Read More »

AI agents can autonomously handle complex, multi-step tasks, but their effectiveness depends on calling the right tools to retrieve information or take action. When an agent picks the wrong tool, formats parameters incorrectly, or breaks a workflow chain, task completion times grow, error rates rise, support costs increase, and user experiences degrade. As more organizations …

Improve your agent’s tool-calling accuracy with SFT and DPO on Amazon SageMaker AI Read More »

Uncover second-hand scores with AI tools in Google Search and Shopping. ​ 

Large language models (LLMs) deliver strong results on general tasks, but they often struggle with specialized work that requires understanding proprietary data, internal processes, or domain-specific terminology. Amazon Nova Forge addresses this by enabling you to build your own frontier models using Amazon Nova. You can start development from early model checkpoints, blend proprietary data …

The art and science of hyperparameter optimization on Amazon Nova Forge Read More »