Gen AI News Talk
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 need models to consume their business knowledge. Model customization helps you bridge...
Learnings from COBOL modernization in the real world
There’s a lot of excitement right now about AI enabling mainframe application modernization. Boards are paying attention. CIOs are getting asked for a plan....
Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon...
Organizations and individuals running multiple custom AI models, especially recent Mixture of Experts (MoE) model families, can face the challenge of paying for idle...
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 and workshops to speaker profiles, venue maps, and constantly updating schedules. While...
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 approaches rely on manual tagging, basic metadata, and folder-based organization, which can...
Introducing Amazon Bedrock global cross-Region inference for Anthropic’s Claude models in the Middle East...
We’re excited to announce the availability of Anthropic’s Claude Opus 4.6, Claude Sonnet 4.6, Claude Opus 4.5, Claude Sonnet 4.5, and Claude Haiku 4.5...
Generate structured output from LLMs with Dottxt Outlines in AWS
This post is cowritten with Remi Louf, CEO and technical founder of Dottxt.
Structured output in AI applications refers to AI-generated responses conforming to formats...
Global cross-Region inference for latest Anthropic Claude Opus, Sonnet and Haiku models on Amazon...
Organizations across in Thailand, Malaysia, Singapore, Indonesia, and Taiwan can now access Anthropic Claude Opus 4.6, Sonnet 4.6, and Claude Haiku 4.5 through Global...
Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs
The rapid advancement of artificial intelligence (AI) has created unprecedented demand for specialized models capable of complex reasoning tasks, particularly in competitive programming where...
Scaling data annotation using vision-language models to power physical AI systems
Critical labor shortages are constraining growth across manufacturing, logistics, construction, and agriculture. The problem is particularly acute in construction: nearly 500,000 positions remain unfilled...
