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Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline

AWS Machine Learning - AI

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Select the created stack and choose Delete , as shown in the following screenshot.

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AI dominates Gartner’s 2025 predictions

CIO

“AI deployment will also allow for enhanced productivity and increased span of control by automating and scheduling tasks, reporting and performance monitoring for the remaining workforce which allows remaining managers to focus on more strategic, scalable and value-added activities.”

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CIOs contend with gen AI growing pains

CIO

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. “What’s Next for GenAI in Business” panel at last week’s Big.AI@MIT

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Improving Retrieval Augmented Generation accuracy with GraphRAG

AWS Machine Learning - AI

Proving that graphs are more accurate To substantiate the accuracy improvements of graph-enhanced RAG, Lettria conducted a series of benchmarks comparing their GraphRAG solutiona hybrid RAG using both vector and graph storeswith a baseline vector-only RAG reference.

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The on-demand delivery trilemma

TechCrunch

More posts by this contributor How to win in the autonomous taxi space In the crypto world, there’s a popular maxim called the Blockchain Trilemma, which refers to the difficulty of simultaneously achieving three desirable properties in a blockchain network: security, scalability and decentralization.

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Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. We're more than happy to provide further references upon request. after our text key to reference a node in this state’s JSON input.

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A strategic approach to legacy platform modernization: Minimizing risk while maximizing value

CIO

The meaning of legacy system modernization can be a bit challenging to pin down because IT leaders often use the term to refer to two fundamentally different processes. What is legacy system modernization? The first is migrating data and workloads off of legacy platforms entirely and rehosting them in new environments, like the public cloud.

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