AWS Machine Learning Blog

MAY 2, 2025

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology. The following diagram illustrates the solution architecture on AWS.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). In this post, we explore how to integrate Amazon Bedrock FMs into your code base, enabling you to build powerful AI-driven applications with ease.

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AWS Machine Learning Blog

MAY 16, 2025

In this post, we share how Amazon Web Services (AWS) is helping Scuderia Ferrari HP develop more accurate pit stop analysis techniques using machine learning (ML). Since implementing the solution with AWS, track operations engineers can synchronize the data up to 80% faster than manual methods.

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AWS Machine Learning Blog

OCTOBER 22, 2024

Amazon SageMaker is a cloud-based machine learning (ML) platform within the AWS ecosystem that offers developers a seamless and convenient way to build, train, and deploy ML models. In 2023, SageMaker announced the release of the new SageMaker Studio, which offers two new types of applications: JupyterLab and Code Editor.

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AWS Machine Learning Blog

JULY 10, 2025

This post is cowritten with Siddhant Waghjale and Samuel Barry from Mistral AI. At a high level, it consists of a standardized interface designed to streamline and enhance how AI models interact with external data sources and systems. set up the AWS account : Create an AWS account. Use the following steps.To

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Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. Prerequisites Before proceeding with this tutorial, make sure you have the following in place: AWS account – You should have an AWS account with access to Amazon Bedrock. get('text').split(':')[0].split(',')[-1].replace('score

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Flipboard

JUNE 23, 2025

Sometimes the accuracy of a statement is measured by its banality, and that certainly seems to be the case here: AI is the new epoch, consuming the mindshare of not just Stratechery but also the companies I cover. Apple devices are better with AI) or disruptive to them (i.e. AI might be better than Search but monetize worse).

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Flipboard

JULY 15, 2025

By Lynn Comp archive page July 15, 2025 In partnership with Intel In June 2023, technology leaders and IT services executives had a lightning bolt headed their way when McKinsey published the “The economic potential of generative AI: The next productivity frontier” report.

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Flipboard

JULY 17, 2025

Retrieval Augmented Generation (RAG) addresses these gaps by combining semantic search with generative AI , enabling models to retrieve relevant information from enterprise knowledge bases before responding. Use built-in LLM-based generative AI metrics such as correctness and relevance to assess output quality.

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AWS Machine Learning Blog

DECEMBER 4, 2024

Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. This post is cowritten with Isaac Cameron and Alex Gnibus from Tecton.

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AWS Machine Learning Blog

OCTOBER 16, 2024

We pick the first week of December 2023 in this example. By utilizing the search_raster_data_collection function from SageMaker geospatial, we identified 8,581 unique Sentinel-2 images taken in the first week of December 2023. About the Author Xiong Zhou is a Senior Applied Scientist at AWS.

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AWS Machine Learning Blog

JULY 11, 2025

billion in 2023 alone, according to Nasdaq’s Global Financial Crime Report , with financial institutions under pressure to keep up with evolving threats. With federated learning using Amazon SageMaker AI , organizations can jointly train models without sharing raw data, boosting accuracy while maintaining compliance.

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AWS Machine Learning Blog

NOVEMBER 21, 2024

Today, we’re excited to share the journey of the VW —an innovator in the automotive industry and Europe’s largest car maker—to enhance knowledge management by using generative AI , Amazon Bedrock , and Amazon Kendra to devise a solution based on Retrieval Augmented Generation (RAG) that makes internal information more easily accessible by its users.

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AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

This post is co-written with Ken Kao and Hasan Ali Demirci from Rad AI. Rad AI has reshaped radiology reporting, developing solutions that streamline the most tedious and repetitive tasks, and saving radiologists’ time. In this post, we share how Rad AI reduced real-time inference latency by 50% using Amazon SageMaker.

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AWS Machine Learning Blog

OCTOBER 11, 2024

Since our founding nearly two decades ago, machine learning (ML) and artificial intelligence (AI) have been at the heart of building data-driven products that better match job seekers with the right roles and get people hired. Infrastructure challenges Indeed’s business is fundamentally text-based.

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AWS Machine Learning Blog

DECEMBER 1, 2024

In this blog post, I will look at what makes physical AWS DeepRacer racing—a real car on a real track—different to racing in the virtual world—a model in a simulated 3D environment. The AWS DeepRacer League is wrapping up. The original AWS DeepRacer, without modifications, has a smaller speed range of about 2 meters per second.

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AWS Machine Learning Blog

FEBRUARY 27, 2025

Having spent the last years studying the art of AWS DeepRacer in the physical world, the author went to AWS re:Invent 2024. In AWS DeepRacer: How to master physical racing? , I wrote in detail about some aspects relevant to racing AWS DeepRacer in the physical world. How did it go?

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databricks

JULY 23, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

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AWS Machine Learning Blog

FEBRUARY 13, 2025

AI agents continue to gain momentum, as businesses use the power of generative AI to reinvent customer experiences and automate complex workflows. In this post, we explore how to build an application using Amazon Bedrock inline agents, demonstrating how a single AI assistant can adapt its capabilities dynamically based on user roles.

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AWS Machine Learning Blog

NOVEMBER 27, 2024

Generative AI agents are designed to interact with their environment to achieve specific objectives, such as automating repetitive tasks and augmenting human capabilities. Events are passed in the response schema from AWS Lambda to Amazon Bedrock Agents.

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AWS Machine Learning Blog

NOVEMBER 14, 2024

billion international arrivals in 2023, international travel is poised to exceed pre-pandemic levels and break tourism records in the coming years. This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. It’s like having your own personal travel agent whenever you need it.

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Flipboard

JUNE 4, 2025

Climate tech startups are at the forefront of building impactful solutions to the climate crisis, and theyre using generative AI to build as quickly as possible. Amazon Web Services (AWS) provides the essential compute infrastructure to support these endeavors, offering scalable and powerful resources through Amazon SageMaker HyperPod.

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AWS Machine Learning Blog

MAY 28, 2025

AI-assistants boost productivity by automating routine data collection and processing tasks, surfacing relevant insights, and allowing analysts to focus on higher-value activities. However, a single AI agent struggles with complex, multistep investment research workflows to effectively handle the full spectrum of multiple specialized tasks.

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AWS Machine Learning Blog

APRIL 7, 2025

nnAnswer:nThe article announces two new preview features for Amazon Bedrock that aim to improve cost efficiency and reduce latency in generative AI applications [1]:nn1. nnAnswer:nThis document is a technical blog post that focuses on cost considerations and logging options for AWS Network Firewall. Specifically, it:nn1.

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AWS Machine Learning Blog

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

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Smart Data Collective

JULY 20, 2025

Reading: How CIS Credentials Can Launch Your AI Development Career Share Notification Font Resizer Aa Font Resizer Aa Search About Help Privacy Follow US © 2008-23 SmartData Collective. You just need to focus on a few specific steps to apply those skills in AI projects. This is one of the things that humans can still do better than AI.

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Flipboard

JANUARY 14, 2025

Large language model (LLM) based AI agents that have been specialized for specific tasks have demonstrated great problem-solving capabilities. The research team at AWS has worked extensively on building and evaluating the multi-agent collaboration (MAC) framework so customers can orchestrate multiple AI agents on Amazon Bedrock Agents.

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Flipboard

MAY 2, 2025

The Amazon Bedrock multi-agent collaboration feature gives developers the flexibility to create and coordinate multiple AI agents, each specialized for specific tasks, to work together efficiently on complex business processes. This enables seamless handling of sophisticated workflows through agent cooperation.

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AWS Machine Learning Blog

DECEMBER 10, 2024

Today, we are excited to announce that Pixtral 12B ( pixtral-12b-2409 ), a state-of-the-art vision language model (VLM) from Mistral AI that excels in both text-only and multimodal tasks, is available for customers through Amazon SageMaker JumpStart. An AWS Identity and Access Management (IAM) role to access SageMaker.

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AWS Machine Learning Blog

NOVEMBER 15, 2024

Each category necessitates specialized generative AI-powered tools to generate insights. For a qualitative question like “What caused inflation in 2023?”, However, for a quantitative question such as “What was the average inflation in 2023?”, For instance, instead of saying “What caused inflation in 2023?”,

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AWS Machine Learning Blog

APRIL 7, 2025

Virginia) AWS Region. These models are designed for industry-leading performance in image and text understanding with support for 12 languages, enabling the creation of AI applications that bridge language barriers. With SageMaker AI, you can streamline the entire model deployment process.

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AWS Machine Learning Blog

OCTOBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning Blog

NOVEMBER 18, 2024

To address this challenge, this post demonstrates a proactive approach for security vulnerability assessment of your accounts and workloads, using Amazon GuardDuty , Amazon Bedrock , and other AWS serverless technologies. This can help organizations proactively implement security measures to prevent breaches before they occur.

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Pickl AI

DECEMBER 26, 2024

AI, serverless computing, and edge technologies redefine cloud-based Data Science workflows. billion in 2023 to USD 1,266.4 Major Cloud Platforms for Data Science Amazon Web Services ( AWS ), Microsoft Azure, and Google Cloud Platform (GCP) dominate the cloud market with their comprehensive offerings.

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AWS Machine Learning Blog

MAY 6, 2025

The LLM-as-a-judge technique powering these evaluations enables automated, human-like evaluation quality at scale, using FMs to assess quality and responsible AI dimensions without manual intervention. At the time of writing, we dont accept custom AWS Lambda functions or endpoints for code-based custom metric evaluators.

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AWS Machine Learning Blog

NOVEMBER 25, 2024

123RF , a leading provider of royalty-free digital content, is an online resource for creative assets, including AI-generated images from text. In 2023, they used Amazon OpenSearch Service to improve discovery of images by using vector-based semantic search.

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