AWS News Blog

Category: Artificial Intelligence

Picture of an S3 bucket and AWS CEO Adam Selipsky

AWS Week in Review – March 20, 2023

This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! A new week starts, and Spring is almost here! If you’re curious about AWS news from the previous seven days, I got you covered. Last Week’s Launches Here are the […]

AWS Week in Review – February 27, 2023

AWS Week in Review – February 27, 2023

A couple days ago, I had the honor of doing a live stream on generative AI, discussing recent innovations and concepts behind the current generation of large language and vision models and how we got there. In today’s roundup of news and announcements, I will share some additional information—including an expanded partnership to make generative […]

Week in Review – February 13, 2023

AWS announced 32 capabilities since we published the last Week in Review blog post a week ago. I also read a couple of other news and blog posts. Here is my summary. The VPC section of the AWS Management Console now allows you to visualize your VPC resources, such as the relationships between a VPC […]

AWS Week in Review

AWS Week in Review – January 16, 2023

Today, we celebrate Martin Luther King Jr. Day in the US to honor the late civil rights leader’s life, legacy, and achievements. In this article, Amazon employees share what MLK Day means to them and how diversity makes us stronger. Coming back to our AWS Week in Review—it’s been a busy week! Last Week’s Launches […]

Amazon SageMaker Canvas

New – Bring ML Models Built Anywhere into Amazon SageMaker Canvas and Generate Predictions

Amazon SageMaker Canvas provides business analysts with a visual interface to solve business problems using machine learning (ML) without writing a single line of code. Since we introduced SageMaker Canvas in 2021, many users have asked us for an enhanced, seamless collaboration experience that enables data scientists to share trained models with their business analysts […]

AWS Week in Review – December 12, 2022

This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! The world is asynchronous, is what Werner Vogels, Amazon CTO, reminded us during his keynote last week at AWS re:Invent. At the beginning of the keynote, he showed us how […]

New – Process PDFs, Word Documents, and Images with Amazon Comprehend for IDP

Today we are announcing a new Amazon Comprehend feature for intelligent document processing (IDP). This feature allows you to classify and extract entities from PDF documents, Microsoft Word files, and images directly from Amazon Comprehend without you needing to extract the text first. Many customers need to process documents that have a semi-structured format, like […]

Amazon SageMaker - Shadow Testing

New for Amazon SageMaker – Perform Shadow Tests to Compare Inference Performance Between ML Model Variants

As you move your machine learning (ML) workloads into production, you need to continuously monitor your deployed models and iterate when you observe a deviation in your model performance. When you build a new model, you typically start validating the model offline using historical inference request data. But this data sometimes fails to account for […]