In March 2023, AWS and NVIDIA announced a multipart collaboration focused on building the most scalable, on-demand artificial intelligence (AI) infrastructure optimized for training increasingly complex large language models (LLMs) and developing generative AI applications. We preannounced Amazon Elastic Compute Cloud (Amazon EC2) P5 instances powered by NVIDIA H100 Tensor Core GPUs and AWS’s latest networking and scalability that will deliver up to 20 exaflops of compute performance for building and training the largest machine learning (ML) models. This announcement is the product of more than a decade of collaboration between AWS and NVIDIA, delivering the visual computing, AI, and high performance computing (HPC) clusters across the Cluster GPU (cg1) instances (2010), G2 (2013), P2 (2016), P3 (2017), G3 (2017),…
Month: July 2023
AWS Entity Resolution: Match and Link Related Records from Multiple Applications and Data Stores
As organizations grow, the records that contain information about customers, businesses, or products tend to be increasingly fragmented and siloed across applications, channels, and data stores. Because information can be gathered in different ways, there is also the issue of different but equivalent data, such as for street addresses (“5th Avenue” and “5th Ave”). As a consequence, it’s not easy to link related records together to create a unified view and gain better insights. For example, companies want to run advertising campaigns to reach consumers across multiple applications and channels with personalized messaging. Companies often have to deal with disparate data records that contain incomplete or conflicting information, creating a difficult matching process. In the retail industry, companies have to…
Preview – Enable Foundation Models to Complete Tasks With Agents for Amazon Bedrock
This April, Swami Sivasubramanian, Vice President of Data and Machine Learning at AWS, announced Amazon Bedrock and Amazon Titan models as part of new tools for building with generative AI on AWS. Amazon Bedrock, currently available in preview, is a fully managed service that makes foundation models (FMs) from Amazon and leading AI startups—such as AI21 Labs, Anthropic, Cohere, and Stability AI—available through an API. Today, I’m excited to announce the preview of agents for Amazon Bedrock, a new capability for developers to create fully managed agents in a few clicks. Agents for Amazon Bedrock accelerate the delivery of generative AI applications that can manage and perform tasks by making API calls to your company systems. Agents extend FMs to…
Top Announcements of the AWS Summit in New York, 2023
It’ll be a full house as the AWS Summit gets underway in New York City on Wednesday, July 26, 2023. The cloud event has something for everyone including a keynote, breakout sessions, opportunities to network, and of course, to learn about the latest exciting AWS product announcements. Today, we’re sharing a selection of announcements to get the fun started. We’ll also share major updates from Wednesday’s keynote, so check back for more exciting news to come soon. If you want to attend the event virtually, you can still register for the keynote livestream. (This post was last updated: 5:35 p.m. PST, July 25, 2023.) AWS product announcements from July 25, 2023 Introducing AWS HealthImaging — purpose-built for medical imaging at…