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AWS Machine Learning Blog
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Latest posts
Last updated about 3 hours ago
Connect an AgentCore Runtime hosted MCP server to Amazon Quick
about 3 hours ago
Model Context Protocol (MCP) servers allow foundation models to access external data...
AWS recognized as a Leader in The Forrester Wave: AI Infrastructure Solutions, Q4 2025
about 6 hours ago
We’re excited to share that AWS has been recognized as a Leader...
Manage agents, tools and skills at scale with AWS Agent Registry
about 7 hours ago
Most organizations scaling their use of agents and tools hit the same...
Build observable enterprise agentic retrieval using Managed Amazon Bedrock Knowledge Base with AWS CloudFormation
about 7 hours ago
Teams that add Retrieval Augmented Generation (RAG) to a foundation model usually...
Build multi-tenant agentic chat applications on enterprise data with Amazon Bedrock Managed Knowledge Base
about 7 hours ago
Multi-tenant agentic chat assistants have become a frequent request for large-scale customers...
Batch write and discover records in Amazon SageMaker Feature Store
3 days ago
Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store...
Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components
3 days ago
When Salesforce set out to make Agentforce (Salesforce’s AI foundation for agents)...
How Decathlon runs demand forecasting at scale with Chronos-2
3 days ago
This post is co-written with Vianney Bruned, Filippo Giruzzi, Belkiss Saidi, and...
Build agentic creative workflows with Amazon Quick and fal
4 days ago
Creative teams face growing demand for more assets, formats, and revisions, while...
Introducing India cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock
4 days ago
Amazon Bedrock now supports the OpenAI GPT-5.6 models, Terra and Luna, in...
Reduce ASR inference costs by 75% with NVIDIA MPS on Amazon EC2
4 days ago
This post is a collaboration between AWS, NVIDIA and Heidi Reducing automatic...
Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics
4 days ago
Self-hosted speech AI has historically carried an observability trade-off. The service can...