Favorite Amazon Bedrock Custom Model Import now supports OpenAI models with open weights, including GPT-OSS variants with 20-billion and 120-billion parameters. GPT-OSS models offer reasoning capabilities and can be used with OpenAI Chat Completions API. By preserving full OpenAI API compatibility, organizations can migrate their existing applications to AWS, gaining

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Shared by AWS Machine Learning November 24, 2025

Favorite Anthropic’s newest foundation model, Claude Opus 4.5, is now available in Amazon Bedrock, a fully managed service that offers a choice of high-performing foundation models from leading AI companies. Opus 4.5 is a meaningful step forward in what AI systems can do and sets a new standard across coding,

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Shared by AWS Machine Learning November 24, 2025

Favorite Amazon SageMaker HyperPod clusters with Amazon Elastic Kubernetes Service (EKS) orchestration now support creating and managing interactive development environments such as JupyterLab and open source Visual Studio Code, streamlining the ML development lifecycle by providing managed environments for familiar tools to data scientists. This feature introduces a new add-on called Amazon SageMaker Spaces

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Shared by AWS Machine Learning November 24, 2025

Favorite This post is co-written with Rejin Surendran from Wipro Enterprises Limited and Bakrudeen K from ShellKode. In manufacturing environments, industrial automation engineers face a significant challenge: how to rapidly convert complex process requirements into Programmable Logic Controller (PLC) ladder text code. This traditional, manual process typically requires 3-4 days

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Shared by AWS Machine Learning November 21, 2025

Favorite Organizations have used geospatial machine learning (ML) for property risk assessment, disaster response, and infrastructure planning. These systems worked well but couldn’t scale beyond specialized use cases. Each question required multiple geospatial datasets, each with its own model and often its own workflow, limiting these capabilities to a handful

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Shared by AWS Machine Learning November 21, 2025

Favorite As organizations increasingly adopt AI capabilities across their applications, the need for centralized management, security, and cost control of AI model access is a required step in scaling AI solutions. The Generative AI Gateway on AWS guidance addresses these challenges by providing guidance for a unified gateway that supports

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Shared by AWS Machine Learning November 21, 2025

Favorite Amazon Bedrock Guardrails now supports protection against undesirable content within code elements including user prompts, comments, variables, function names, and string literals. Amazon Bedrock Guardrails provides configurable safeguards for building generative AI applications at scale. These safety controls work seamlessly whether you’re using foundation models from Amazon Bedrock, or

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Shared by AWS Machine Learning November 20, 2025

Favorite Claude Code is an AI-powered coding assistant from Anthropic that helps developers write, review, and modify code through natural language interactions. Amazon Bedrock is a fully managed service that provides access to foundation models from leading AI companies through a single API. This post shows you how to deploy

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Shared by AWS Machine Learning November 20, 2025

Favorite This post is co-written with Michelle Tat, Christopher Penrose, Rasmus Buchmann, and Daniel Hansen from Care Access. Organizations operating in the healthcare industry face a critical challenge as they process large volumes of medical records and face a critical challenge: how to efficiently analyze thousands of medical records daily

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Shared by AWS Machine Learning November 20, 2025

Favorite Our team at Amazon builds Rufus, an AI-powered shopping assistant which delivers intelligent, conversational experiences to delight our customers. More than 250 million customers have used Rufus this year. Monthly users are up 140% YoY and interactions are up 210% YoY. Additionally, customers that use Rufus during a shopping

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Shared by AWS Machine Learning November 20, 2025