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Accelerate large-scale AI training with Amazon SageMaker HyperPod training operator 

Favorite Large-scale AI model training faces significant challenges with failure recovery and monitoring. Traditional training requires complete job restarts when even a single training process fails, resulting in additional downtime and increased costs. As training clusters expand, identifying and resolving critical issues like stalled GPUs and numerical instabilities typically requires

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Shared by AWS Machine Learning October 22, 2025

Building a multi-agent voice assistant with Amazon Nova Sonic and Amazon Bedrock AgentCore

Favorite Amazon Nova Sonic is a foundation model that creates natural, human-like speech-to-speech conversations for generative AI applications, allowing users to interact with AI through voice in real-time, with capabilities for understanding tone, enabling natural flow, and performing actions. Multi-agent architecture offers a modular, robust, and scalable design pattern for

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Shared by AWS Machine Learning October 22, 2025

Serverless deployment for your Amazon SageMaker Canvas models

Favorite Deploying machine learning (ML) models into production can often be a complex and resource-intensive task, especially for customers without deep ML and DevOps expertise. Amazon SageMaker Canvas simplifies model building by offering a no-code interface, so you can create highly accurate ML models using your existing data sources and

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Shared by AWS Machine Learning October 22, 2025

Participate in the 2026 State of Open Source Survey

Favorite The Open Source Initiative (OSI) is once again partnering with Perforce OpenLogic & Zend, in collaboration with the Eclipse Foundation, for the 2026 State of Open Source Survey, the industry’s most comprehensive study of global Open Source adoption trends. Now in its fifth year, this annual survey captures how

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Shared by voicesofopensource October 22, 2025