Building real-time voice assistants with Amazon Nova Sonic compared to cascading architectures

Favorite Voice AI agents are reshaping how we interact with technology. From customer service and healthcare assistance to home automation and personal productivity, these intelligent virtual assistants are rapidly gaining popularity across industries. Their natural language capabilities, constant availability, and increasing sophistication make them valuable tools for businesses seeking efficiency

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Shared by AWS Machine Learning February 11, 2026

Iberdrola enhances IT operations using Amazon Bedrock AgentCore

Favorite Iberdrola, one of the world’s largest utility companies, has embraced cutting-edge AI technology to revolutionize its IT operations in ServiceNow. By using different agentic architectures, Iberdrola has transformed the way thousands of change requests and incident tickets are managed, streamlining processes and enhancing productivity across departments. Through its partnership

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Shared by AWS Machine Learning February 11, 2026

How Amazon uses Amazon Nova models to automate operational readiness testing for new fulfillment centers

Favorite Amazon is a global ecommerce and technology company that operates a vast network of fulfillment centers to store, process, and ship products to customers worldwide. The Amazon Global Engineering Services (GES) team is responsible for facilitating operational readiness across the company’s rapidly expanding network of fulfillment centers. When launching

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Shared by AWS Machine Learning February 11, 2026

Accelerate agentic application development with a full-stack starter template for Amazon Bedrock AgentCore

Favorite Generative AI and agentic applications are reshaping how businesses operate—from customer support bots to research assistants—and teams need to move from prototype to production quickly. Last year, AWS released Amazon Bedrock AgentCore—a development platform for building, deploying, and scaling AI agents in production. AgentCore provides core building blocks like

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Shared by AWS Machine Learning February 10, 2026

New Relic transforms productivity with generative AI on AWS

Favorite New Relic Inc. is a San Francisco-based technology company that pioneered application performance monitoring (APM) and provides comprehensive observability solutions. Serving leading customers worldwide, including major brands like Ryanair, New Relic helps organizations monitor and optimize their digital systems to deliver better customer experiences. New Relic faced a challenge

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Shared by AWS Machine Learning February 10, 2026

Scale LLM fine-tuning with Hugging Face and Amazon SageMaker AI

Favorite Enterprises are increasingly shifting from relying solely on large, general-purpose language models to developing specialized large language models (LLMs) fine-tuned on their own proprietary data. Although foundation models (FMs) offer impressive general capabilities, they often fall short when applied to the complexities of enterprise environments—where accuracy, security, compliance, and

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Shared by AWS Machine Learning February 10, 2026