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AWS Machine Learning Blog

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Latest posts

Last updated about 2 hours ago

Safeguard your agentic AI applications with the Amazon Bedrock Guardrails InvokeGuardrailChecks API

about 2 hours ago

Today, we’re announcing a new API with Amazon Bedrock Guardrails. With this...

Introducing container caching in Amazon SageMaker AI for faster model scaling

about 5 hours ago

Today, we’re excited to announce container image caching for Amazon SageMaker AI...

Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AI

about 7 hours ago

As large language models (LLMs) grow in size and complexity, maximizing inference...

Introducing Gemma 4 models on Amazon Bedrock

1 day ago

Today, we are announcing the availability of the Gemma 4 family on...

AI Agent Failure Detection and Root Cause Analysis with Strands Evals

1 day ago

When your AI agent fails in production, knowing that it failed is...

Build context-rich research agents with Deep Agents and Bedrock AgentCore

1 day ago

A common challenge in AI-powered research workflows is depth versus context. If...

Building Supercharger: How Rocket Close optimized title operations with agentic AI

4 days ago

Rocket Close is a Detroit-based title agency and appraisal management company within...

Build a meeting prep and follow-up assistant with Amazon Quick and Cisco Webex MCP servers

4 days ago

Amazon Quick and Cisco Webex MCP servers can turn meeting prep and...

From PDFs to insights: Architecting an intelligent document processing pipeline with AWS generative AI services

4 days ago

Organizations process millions of documents daily, from insurance claims and invoices to...

Built from the inside out: How AWS Professional Services became a frontier team first

5 days ago

AWS Professional Services (AWS ProServe) compressed engagement timelines from months to days...

Extract Data with On-demand and Batch Pipelines Dynamically

5 days ago

Many companies have large volumes of paper or electronic documents that contain...

Evaluate AI agents systematically with Agent-EvalKit

5 days ago

Teams building AI agents typically evaluate them the way they evaluate any...