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  • Operationalizing Agentic AI Part 1: A Stakeholder’s Guide

    calendar Mar 11, 2026 · aws.amazon.com/blogs/machine-learning
    Operationalizing Agentic AI Part 1: A Stakeholder’s Guide

    The AWS Generative AI Innovation Center has helped 1,000+ customers move AI into production, delivering millions in documented productivity gains. In this post, we share guidance for leaders across the C-suite: CTOs, CISOs, CDOs, and Chief Data Science/AI officers, as well as business owners and compliance leads. Link …


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  • Accelerate custom LLM deployment: Fine-tune with Oumi and deploy to Amazon Bedrock

    calendar Mar 10, 2026 · aws.amazon.com/blogs/machine-learning
    Accelerate custom LLM deployment: Fine-tune with Oumi and deploy to Amazon Bedrock

    In this post, we show how to fine-tune a Llama model using Oumi on Amazon EC2 (with the option to create synthetic data using Oumi), store artifacts in Amazon S3, and deploy to Amazon Bedrock using Custom Model Import for managed inference. Link to article: …


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  • Run NVIDIA Nemotron 3 Nano as a fully managed serverless model on Amazon Bedrock

    calendar Mar 9, 2026 · aws.amazon.com/blogs/machine-learning
    Run NVIDIA Nemotron 3 Nano as a fully managed serverless model on Amazon Bedrock

    We are excited to announce that NVIDIA’s Nemotron 3 Nano is now available as a fully managed and serverless model in Amazon Bedrock. This follows our earlier announcement at AWS re:Invent supporting NVIDIA Nemotron 2 Nano 9B and NVIDIA Nemotron 2 Nano VL 12B models. This post explores the technical characteristics of …


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  • Access Anthropic Claude models in India on Amazon Bedrock with Global cross-Region inference

    calendar Mar 9, 2026 · aws.amazon.com/blogs/machine-learning
    Access Anthropic Claude models in India on Amazon Bedrock with Global cross-Region inference

    In this post, you will discover how to use Amazon Bedrock's Global cross-Region Inference for Claude models in India. We will guide you through the capabilities of each Claude model variant and how to get started with a code example to help you start building generative AI applications immediately. Link to article: …


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  • Drive organizational growth with Amazon Lex multi-developer CI/CD pipeline

    calendar Mar 5, 2026 · aws.amazon.com/blogs/machine-learning
    Drive organizational growth with Amazon Lex multi-developer CI/CD pipeline

    In this post, we walk through a multi-developer CI/CD pipeline for Amazon Lex that enables isolated development environments, automated testing, and streamlined deployments. We show you how to set up the solution and share real-world results from teams using this approach. Link to article: …


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  • Building custom model provider for Strands Agents with LLMs hosted on SageMaker AI endpoints

    calendar Mar 5, 2026 · aws.amazon.com/blogs/machine-learning
    Building custom model provider for Strands Agents with LLMs hosted on SageMaker AI endpoints

    This post demonstrates how to build custom model parsers for Strands agents when working with LLMs hosted on SageMaker that don't natively support the Bedrock Messages API format. We'll walk through deploying Llama 3.1 with SGLang on SageMaker using awslabs/ml-container-creator, then implementing a custom parser to …


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