AI News

AWS published an official update on Deploying Multi-Turn RL Infrastructure for Amazon Nova on Amazon SageMaker HyperPod. The post says in this post, you deploy a two-phase infrastructure for multi-turn RL using Amazon Nova Forge on Amazon SageMaker HyperPod. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Automatically redact PII in images with Amazon Nova. The post says in this post, we present a multi-step pipeline directed by Amazon Nova, which uses its contextual vision reasoning to coordinate complementary tools, including Meta’s open-source Segment Anything Model (SAM 3) deployed on Amazon SageMaker AI for pixel-level segmentation, and Amazon Textract for optical character recognition (OCR). AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Streaming benchmark and recommendation results to MLflow with Amazon SageMaker AI. The post says in this post, you learn how to use the new MLflow integration with Amazon SageMaker AI optimized inference recommendation jobs and Amazon SageMaker AI benchmark jobs to automatically stream experiment data into a unified tracking interface. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams, enterprise buyers, and research and model evaluation teams.

AWS published an official update on Best practices for multi-turn reinforcement learning in Amazon SageMaker AI. The post says in this post, we share best practices for reliable multi-turn RL training. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams, enterprise buyers, and research and model evaluation teams.

AWS published an official update on Run NVIDIA Nemotron and OpenAI GPT OSS models on Amazon Bedrock in AWS GovCloud (US). The post says we're excited to introduce US-based frontier open-weight models in AWS GovCloud (US). AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Building a serverless A2A gateway for agent discovery, routing, and access control. The post says in this post, you will learn how to build a serverless A2A gateway on AWS that hosts multiple agents behind a single domain using path-based routing (/agents/{agentId}). AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Structured memory filtering with metadata in AgentCore Memory. The post says in this post, you will learn how metadata works across configuration, ingestion, and retrieval, explore enterprise use cases including multi-agent and multi-tenant architectures, and discover best practices for implementation. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams, enterprise buyers, and research and model evaluation teams.

AWS published an official update on HippoRAG: Neurobiologically inspired RAG using Amazon Bedrock, Amazon Neptune, and personalized PageRank. The post says in this post, we demonstrate how to implement HippoRAG using a comprehensive AWS stack. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on How Inscribe uses Amazon Bedrock to stop document fraud in seconds. The post says in this post, you will learn how Inscribe developed an agentic AI system using Amazon Bedrock that reasons across documents the way an expert fraud analyst would. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams, enterprise buyers, and policy, legal, and risk teams.

AWS published an official update on Simplify model selection in Amazon Bedrock with the open source Model Profiler. The post says the Amazon Bedrock Model Profiler is an open source tool that aggregates model metadata from multiple AWS APIs and external sources into a single, searchable interface. AWS changed the developer or product surface area teams can ship against. The main audience here is product and developer teams, infra and operations teams, and enterprise buyers.

AWS published an official update on Accelerate protein design with BoltzGen on Amazon SageMaker AI. The post says in this post, we demonstrate how to deploy BoltzGen on SageMaker AI and run an end-to-end protein design experiment. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams, enterprise buyers, and research and model evaluation teams.

AWS published an official update on Safely Releasing Frontier Models to Customers. The post says it’s our goal for AWS to be the most secure place to run any workload, and in support of that we’ve been deeply investing in security across our services since AWS's inception more than two decades ago. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Build generative UI for AI agents on Amazon Bedrock AgentCore with the AG-UI protocol. The post says this post walks through how AG-UI integrates into the Fullstack AgentCore Solution Template (FAST) to build interactive agent frontends on Amazon Bedrock AgentCore. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Simplify multi-account access to Amazon Bedrock models with managed entitlements. The post says in this post, we show you how to use managed entitlements for Amazon Bedrock to subscribe once from a central account and distribute model access across your organization. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Implementing resilience patterns with Amazon Bedrock and LLM gateway. The post says in this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features to multi-model orchestration using an LLM gateway. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on How Outpost VFX Uses AWS to Accelerate AI Model Training for Visual Effects. The post says in this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical architecture they implemented to overcome single-GPU limitations, and the measurable results achieved through AWS multi-GPU training. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.

AWS published an official update on Building bilingual NER for cargo logistics with Amazon Bedrock. The post says in this post, we share the technical approach using token-based distillation, lessons learned, and deployment architecture. AWS is pushing deeper into enterprise deployment and capacity, which can change how teams buy and use AI. The main audience here is infra and operations teams and enterprise buyers.