AI

Transforming enterprise operations: Four high-impact use cases with Amazon Nova

Since the launch of Amazon Nova at AWS re:Invent 2024, we have seen adoption trends across industries, with notable gains in operational efficiency, compliance, and customer satisfaction. With its capabilities in secure, multimodal AI and domain customization, Nova is enhancing workflows and enabling cost efficiencies across core use cases. In this post, we share four

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Building smarter AI agents: AgentCore long-term memory deep dive

Building AI agents that remember user interactions requires more than just storing raw conversations. While Amazon Bedrock AgentCore short-term memory captures immediate context, the real challenge lies in transforming these interactions into persistent, actionable knowledge that spans across sessions. This is the information that transforms fleeting interactions into meaningful, continuous relationships between users and AI

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Remembering Professor Emerita Jeanne Shapiro  Bamberger, a pioneer in music education

MIT Music and Theater Arts fondly remembers the legacy of Professor Emerita Jeanne Shapiro Bamberger, who passed away peacefully at home in Berkeley, California, of natural causes on Dec. 12, 2024 at the age of 100.  For three decades at the Institute, Bamberger found ways to use computers to engage students and help them learn music.

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Configure and verify a distributed training cluster with AWS Deep Learning Containers on Amazon EKS

Training state-of-the-art large language models (LLMs) demands massive, distributed compute infrastructure. Meta’s Llama 3, for instance, ran on 16,000 NVIDIA H100 GPUs for over 30.84 million GPU hours. Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that simplifies the deployment, management, and scaling of Kubernetes clusters that can scale up to the ranges

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