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Integrate tokenization with Amazon Bedrock Guardrails for secure data handling

Integrate tokenization with Amazon Bedrock Guardrails for secure data handling

This post is co-written by Mark Warner, Principal Solutions Architect for Thales, Cyber Security Products. As generative AI applications make their way into production environments, they integrate with a wider range of business systems that process sensitive customer data. This integration introduces new challenges around protecting personally identifiable information (PII) while maintaining the ability to …

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Rapid ML experimentation for enterprises with Amazon SageMaker AI and Comet

Rapid ML experimentation for enterprises with Amazon SageMaker AI and Comet

This post was written with Sarah Ostermeier from Comet. As enterprise organizations scale their machine learning (ML) initiatives from proof of concept to production, the complexity of managing experiments, tracking model lineage, and managing reproducibility grows exponentially. This is primarily because data scientists and ML engineers constantly explore different combinations of hyperparameters, model architectures, and …

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Move your AI agents from proof of concept to production with Amazon Bedrock AgentCore

Move your AI agents from proof of concept to production with Amazon Bedrock AgentCore

Building an AI agent that can handle a real-life use case in production is a complex undertaking. Although creating a proof of concept demonstrates the potential, moving to production requires addressing scalability, security, observability, and operational concerns that don’t surface in development environments. This post explores how Amazon Bedrock AgentCore helps you transition your agentic applications …

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Scale visual production using Stability AI Image Services in Amazon Bedrock

Scale visual production using Stability AI Image Services in Amazon Bedrock

This post was written with Alex Gnibus of Stability AI. Stability AI Image Services are now available in Amazon Bedrock, offering ready-to-use media editing capabilities delivered through the Amazon Bedrock API. These image editing tools expand on the capabilities of Stability AI’s Stable Diffusion 3.5 models (SD3.5) and Stable Image Core and Ultra models, which …

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