February 26, 2026Machine learning Large model inference container – latest capabilities and performance enhancements Modern large language model (LLM) deployments face an escalating cost and performance […] Read more
February 26, 2026Machine learning Reinforcement fine-tuning for Amazon Nova: Teaching AI through feedback Foundation models deliver impressive out-of-the-box performance for general tasks, but many organizations […] Read more
February 26, 2026Machine learning Learnings from COBOL modernization in the real world There’s a lot of excitement right now about AI enabling mainframe application […] Read more
February 25, 2026Machine learning Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock Organizations and individuals running multiple custom AI models, especially recent Mixture of […] Read more
February 25, 2026Machine learning Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge Bases Large conferences and events generate overwhelming amounts of information—from hundreds of sessions […] Read more
February 24, 2026Machine learning Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock Managing large photo collections presents significant challenges for organizations and individuals. Traditional […] Read more
February 24, 2026Machine learning Generate structured output from LLMs with Dottxt Outlines in AWS This post is cowritten with Remi Louf, CEO and technical founder of […] Read more
February 24, 2026Machine learning Global cross-Region inference for latest Anthropic Claude Opus, Sonnet and Haiku models on Amazon Bedrock in Thailand, Malaysia, Singapore, Indonesia, and Taiwan Organizations across in Thailand, Malaysia, Singapore, Indonesia, and Taiwan can now access […] Read more
February 24, 2026Machine learning Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs The rapid advancement of artificial intelligence (AI) has created unprecedented demand for […] Read more
February 24, 2026Machine learning Introducing Amazon Bedrock global cross-Region inference for Anthropic’s Claude models in the Middle East Regions (UAE and Bahrain) We’re excited to announce the availability of Anthropic’s Claude Opus 4.6, Claude […] Read more