Today we’re announcing serverless GPU acceleration and auto-optimization for vector index in Amazon OpenSearch Service that helps you build large-scale vector databases faster with lower costs and automatically optimize vector indexes for optimal trade-offs between search quality, speed, and cost. Here are the new capabilities introduced today: GPU acceleration – You can build vector databases […]

Today, I’m excited to announce that Amazon S3 Vectors is now generally available with significantly increased scale and production-grade performance capabilities. S3 Vectors is the first cloud object storage with native support to store and query vector data. You can use it to help you reduce the total cost of storing and querying vectors by […]

Today, we’re announcing the general availability of an additional 18 fully managed open weight models in Amazon Bedrock from Google, MiniMax AI, Mistral AI, Moonshot AI, NVIDIA, OpenAI, and Qwen, including the new Mistral Large 3 and Ministral 3 3B, 8B, and 14B models. With this launch, Amazon Bedrock now provides nearly 100 serverless models, […]

Today, we’re announcing the availability of new memory-optimized, high-frequency Amazon Elastic Compute Cloud (Amazon EC2) X8aedz instances powered by a 5th Gen AMD EPYC processor. These instances offer the highest CPU frequency, 5GHz in the cloud. They deliver up to two times higher compute performance compared to previous generation X2iezn instances. X8aedz instances are ideal […]

Today, we’re announcing the public preview of AWS DevOps Agent, a frontier agent that helps you respond to incidents, identify root causes, and prevent future issues through systematic analysis of past incidents and operational patterns. Frontier agents represent a new class of AI agents that are autonomous, massively scalable, and work for hours or days […]

Since we announced Amazon SageMaker AI with MLflow in June 2024, our customers have been using MLflow tracking servers to manage their machine learning (ML) and AI experimentation workflows. Building on this foundation, we’re continuing to evolve the MLflow experience to make experimentation even more accessible. Today, I’m excited to announce that Amazon SageMaker AI […]

Today, we’re announcing the ability to access your data in Amazon FSx for NetApp ONTAP file systems using Amazon Simple Storage Service (Amazon S3). With this capability, you can use your enterprise file data to augment generative AI applications with Amazon Bedrock Knowledge Bases for Retrieval Augmented Generation (RAG), train machine learning (ML) models with […]

Whatever industry we’re in, however big our business is in terms of headcount and revenue, we all like to think we stay in touch with the latest innovations and technologies that impact our work. But what happens when it becomes apparent that we’re falling behind, and what if it’s not our business, but an entire […]

You open Outlook. Nothing loads. Your inbox is empty. An error message pops up. And suddenly, you’re cut off. No emails. No updates. Just silence. It’s a frustrating moment, and for many people working in today’s mixed environments, it has become surprisingly common. Hybrid work has changed how we stay connected, and when a tool […]

We’re rounding up the most exciting and impactful announcements from AWS re:Invent 2025, which takes place November 30-December 4 in Las Vegas. This guide highlights the innovations that will help you build, scale, and transform your business in the cloud. We’ll update this roundup throughout re:Invent with our curation of the major announcements from each […]