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AWS Machine Learning Blog
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Latest posts
Last updated about 2 hours ago
Learnings from COBOL modernization in the real world
about 2 hours ago
There’s a lot of excitement right now about AI enabling mainframe application...
Reinforcement fine-tuning for Amazon Nova: Teaching AI through feedback
about 2 hours ago
Foundation models deliver impressive out-of-the-box performance for general tasks, but many organizations...
Large model inference container – latest capabilities and performance enhancements
about 2 hours ago
Modern large language model (LLM) deployments face an escalating cost and performance...
Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock
about 23 hours ago
Organizations and individuals running multiple custom AI models, especially recent Mixture of...
Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge Bases
1 day ago
Large conferences and events generate overwhelming amounts of information—from hundreds of sessions...
Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock
2 days ago
Managing large photo collections presents significant challenges for organizations and individuals. Traditional...
Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs
2 days ago
The rapid advancement of artificial intelligence (AI) has created unprecedented demand for...
Generate structured output from LLMs with Dottxt Outlines in AWS
2 days ago
This post is cowritten with Remi Louf, CEO and technical founder of...
Global cross-Region inference for latest Anthropic Claude Opus, Sonnet and Haiku models on Amazon Bedrock in Thailand, Malaysia, Singapore, Indonesia, and Taiwan
2 days ago
Organizations across in Thailand, Malaysia, Singapore, Indonesia, and Taiwan can now access...
Introducing Amazon Bedrock global cross-Region inference for Anthropic’s Claude models in the Middle East Regions (UAE and Bahrain)
2 days ago
We’re excited to announce the availability of Anthropic’s Claude Opus 4.6, Claude...
Scaling data annotation using vision-language models to power physical AI systems
3 days ago
Critical labor shortages are constraining growth across manufacturing, logistics, construction, and agriculture...
How Sonrai uses Amazon SageMaker AI to accelerate precision medicine trials
3 days ago
In precision medicine, researchers developing diagnostic tests for early disease detection face...