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  • Cost-effective AI image generation with PixArt-Σ inference on AWS Trainium and AWS Inferentia

    calendar May 14, 2025 · aws.amazon.com/blogs/machine-learning
    Cost-effective AI image generation with PixArt-Σ inference on AWS Trainium and AWS Inferentia

    This post is the first in a series where we will run multiple diffusion transformers on Trainium and Inferentia-powered instances. In this post, we show how you can deploy PixArt-Sigma to Trainium and Inferentia-powered instances. Link to article: …


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  • Customize DeepSeek-R1 671b model using Amazon SageMaker HyperPod recipes – Part 2

    calendar May 14, 2025 · aws.amazon.com/blogs/machine-learning
    Customize DeepSeek-R1 671b model using Amazon SageMaker HyperPod recipes – Part 2

    In this post, we use the recipes to fine-tune the original DeepSeek-R1 671b parameter model. We demonstrate this through the step-by-step implementation of these recipes using both SageMaker training jobs and SageMaker HyperPod. Link to article: …


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  • Build a financial research assistant using Amazon Q Business and Amazon QuickSight for generative AI–powered insights

    calendar May 14, 2025 · aws.amazon.com/blogs/machine-learning
    Build a financial research assistant using Amazon Q Business and Amazon QuickSight for generative AI–powered insights

    In this post, we show you how Amazon Q Business can help augment your generative AI needs in all the abovementioned use cases and more by answering questions, providing summaries, generating content, and securely completing tasks based on data and information in your enterprise systems. Link to article: …


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  • Securing Amazon Bedrock Agents: A guide to safeguarding against indirect prompt injections

    calendar May 13, 2025 · aws.amazon.com/blogs/machine-learning
    Securing Amazon Bedrock Agents: A guide to safeguarding against indirect prompt injections

    Generative AI tools have transformed how we work, create, and process information. At Amazon Web Services (AWS), security is our top priority. Therefore, Amazon Bedrock provides comprehensive security controls and best practices to help protect your applications and data. In this post, we explore the security measures …


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  • Build scalable containerized RAG based generative AI applications in AWS using Amazon EKS with Amazon Bedrock

    calendar May 13, 2025 · aws.amazon.com/blogs/machine-learning
    Build scalable containerized RAG based generative AI applications in AWS using Amazon EKS with Amazon Bedrock

    In this post, we demonstrate a solution using Amazon Elastic Kubernetes Service (EKS) with Amazon Bedrock to build scalable and containerized RAG solutions for your generative AI applications on AWS while bringing your unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way. Link to …


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  • How Hexagon built an AI assistant using AWS generative AI services

    calendar May 13, 2025 · aws.amazon.com/blogs/machine-learning
    How Hexagon built an AI assistant using AWS generative AI services

    Recognizing the transformative benefits of generative AI for enterprises, we at Hexagon’s Asset Lifecycle Intelligence division sought to enhance how users interact with our Enterprise Asset Management (EAM) products. Understanding these advantages, we partnered with AWS to embark on a journey to develop HxGN Alix, an …


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  • Build an intelligent community agent to revolutionize IT support with Amazon Q Business

    calendar May 12, 2025 · aws.amazon.com/blogs/machine-learning
    Build an intelligent community agent to revolutionize IT support with Amazon Q Business

    In this post, we demonstrate how your organization can reduce the end-to-end burden of resolving regular challenges experienced by your IT support teams—from understanding errors and reviewing diagnoses, remediation steps, and relevant documentation, to opening external support tickets using common third-party services …


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  • Elevate marketing intelligence with Amazon Bedrock and LLMs for content creation, sentiment analysis, and campaign performance evaluation

    calendar May 9, 2025 · aws.amazon.com/blogs/machine-learning
    Elevate marketing intelligence with Amazon Bedrock and LLMs for content creation, sentiment analysis, and campaign performance evaluation

    In the media and entertainment industry, understanding and predicting the effectiveness of marketing campaigns is crucial for success. Marketing campaigns are the driving force behind successful businesses, playing a pivotal role in attracting new customers, retaining existing ones, and ultimately boosting revenue. …


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