AWS News Blog

Category: Generative AI

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Simplify IAM policy creation with IAM Policy Autopilot, a new open source MCP server for builders

Speed up AWS development with an open source tool that analyzes your code to generate valid IAM policies, providing AI coding assistants with up-to-date AWS service knowledge and reliable permission recommendations.

Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search

Amazon Nova Multimodal Embeddings is a new state-of-the-art embedding model available in Amazon Bedrock. It is the industry’s first embedding model that supports text, documents, images, video, and audio through a single unified model, enabling cross-modal retrieval and semantic search applications with leading accuracy, at industry-leading costs.

AWS Weekly Roundup: AWS Transform, Amazon Neptune, and more (September 8, 2025)

Summer has drawn to a close here in Utrecht, where I live in the Netherlands. In two weeks, I’ll be attending AWS Community Day 2025, hosted at the Kinepolis Jaarbeurs Utrecht on September 24. The single-day event will bring together over 500 cloud practitioners from across the Netherlands, featuring 25 breakout sessions across five technical […]

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Minimize AI hallucinations and deliver up to 99% verification accuracy with Automated Reasoning checks: Now available

Build responsible AI applications with the first and only solution that delivers up to 99% verification accuracy using sound mathematical logic and formal verification techniques to minimize AI hallucinations and data ambiguity.

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AWS AI League: Learn, innovate, and compete in our new ultimate AI showdown

AWS AI league is a program that helps organizations upskill their workforce by combining fun competition with hands-on learning using AWS AI services. It offers a unique opportunity for both enterprises and developers to gain valuable and practical skills in fine-tuning, model customization, and prompt engineering – essential skills for building generative AI solutions.

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Announcing Amazon Nova customization in Amazon SageMaker AI

AWS now enables extensive customization of Amazon Nova foundation models through SageMaker AI with techniques including continued pre-training, supervised fine-tuning, direct preference optimization, reinforcement learning from human feedback and model distillation to better address domain-specific requirements across industries.