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Personalization has become a cornerstone of delivering tangible benefits to businesses and their customers. Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. This post presents an automated personalization solution that balances the innovative capabilities of LLMs with adherence …

Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows Read More »

In recent years, FM sizes have been increasing. It is important to consider the massive amount of compute often required to train these models. The compute clusters used in these scenarios are composed of more than thousands of AI accelerators such as GPUs or AWS Trainium and AWS Inferentia, custom machine learning (ML) chips designed …

Accelerate pre-training of Mistral’s Mathstral model with highly resilient clusters on Amazon SageMaker HyperPod Read More »

This post has been co-written with Artem Sysuev, Danny Portman, Matúš Chládek, and Saurabh Gupta from Zeta Global. Zeta Global is a leading data-driven, cloud-based marketing technology company that empowers enterprises to acquire, grow and retain customers. The company’s Zeta Marketing Platform (ZMP) is the largest omnichannel marketing platform with identity data at its core. …

Building an efficient MLOps platform with OSS tools on Amazon ECS with AWS Fargate Read More »

We’re excited to share that Microsoft has been named a Leader in the 2024 Gartner® Magic Quadrant™ for Container Management.* This is the second year in a row that Microsoft has been named a Leader in this Gartner® Magic Quadrant™, and we believe this recognition reflects the ongoing investment Microsoft has made to support running …

Microsoft named a Leader in the 2024 Gartner® Magic Quadrant™ for Container Management Read More »

As part of the AI Opportunity Fund, Google.org is announcing over $25M in funding to support educators and students in developing AI skills.

Google Classroom launched 10 years ago. Here, teachers and Google employees who worked on the project reflect on how it’s changed.

The post is co-written with Michael Shaul and Sasha Korman from NetApp. Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training. This data is used to enrich the generative AI prompt to deliver more …

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock Read More »

AWS DeepComposer was first introduced during AWS re:Invent 2019 as a fun way for developers to compose music by using generative AI. AWS DeepComposer was the world’s first machine learning (ML)-enabled keyboard for developers to get hands-on—literally—with a musical keyboard and the latest ML techniques to compose their own music. After careful consideration, we have …

Support for AWS DeepComposer ending soon Read More »

Amazon Lookout for Equipment, the AWS machine learning (ML) service designed for industrial equipment predictive maintenance, will no longer be open to new customers effective October 17, 2024. Existing customers will be able to use the service (both using the AWS Management Console and API) as normal and AWS will continue to invest in security, …

Preserve access and explore alternatives for Amazon Lookout for Equipment Read More »

The latest C2PA provenance technology aims to help people better understand how a particular piece of content was created and modified over time.