Reinforcement fine-tuning with LLM-as-a-judge

In this post, we take a deeper look at how RLAIF or RL with LLM-as-a-judge works with Amazon Nova models effectively.

AWS ML Blog·53m ago

Configuring Amazon Bedrock AgentCore Gateway for secure access to private resources

In this post, you will configure Amazon Bedrock AgentCore Gateway to access private endpoints using Resource Gateway, a managed construct that provisions Elastic Network Interfaces (ENIs) directly...

AWS ML Blog·4h ago

Migrating a text agent to a voice assistant with Amazon Nova 2 Sonic

In this post, we explore what it takes to migrate a traditional text agent into a conversational voice assistant using Amazon Nova 2 Sonic. We compare text and voice agent requirements, highlight...

AWS ML Blog·2d ago

How Popsa used Amazon Nova to inspire customers with personalised title suggestions

In this post, we share how we applied Amazon Bedrock and the Amazon Nova family of models to reimagine our Title Suggestion feature. By combining metadata, computer vision, and retrieval-augmented...

AWS ML Blog·3d ago

Amazon Quick for marketing: From scattered data to strategic action

Amazon Quick changes how you work. You can set it up in minutes and by the end of the day, you will wonder how you ever worked without it. Quick connects with your applications, tools, and data,...

AWS ML Blog·Apr 23

v2.1.94

What's changed Added support for Amazon Bedrock powered by Mantle, set CLAUDE_CODE_USE_MANTLE=1 Changed default effort level from medium to high for API-key, Bedrock/Vertex/Foundry, Team, and...

Claude Code Releases·Apr 7

Sun Finance automates ID extraction and fraud detection with generative AI on AWS

In this post, we show how Sun Finance used Amazon Bedrock, Amazon Textract, and Amazon Rekognition to build an AI-powered identity verification (IDV) pipeline. The solution improved extraction...

AWS ML Blog·4h ago

Amazon’s cloud business is surging — and so is its capital spending

The e-commerce giant is making more money than expected from AWS but it's also spending a lot, and will continue to do so in the near term, its chief executive said.

TechCrunch AI·20h ago

Automate repetitive tasks with Amazon Quick Flows

This post shows you how to build your first AI-powered workflow, using Amazon Quick, starting with a financial analysis tool and progressing to an advanced employee onboarding automation.

AWS ML Blog·3d ago

Google will invest as much as $40 billion in Anthropic

This follows a similar, but smaller, investment by Amazon just days ago.

Ars Technica AI·5d ago

Cost-effective multilingual audio transcription at scale with Parakeet-TDT and AWS Batch

In this post, we walk through building a scalable, event-driven transcription pipeline that automatically processes audio files uploaded to Amazon Simple Storage Service (Amazon S3), and show you how...

AWS ML Blog·Apr 22

Amazon puts humans further back in the loop as its retail website crashes from 'inaccurate advice' that an AI agent took from an old wiki

Fortune·Mar 12

Unleashing Agentic AI Analytics on Amazon SageMaker with Amazon Athena and Amazon Quick

This post demonstrates how agentic AI assistant from Amazon Quick transform data analytics into a self-service capability by using Amazon Simple Storage Service (Amazon S3) as a storage, Amazon...

AWS ML Blog·4h ago

Run custom MCP proxies serverless on Amazon Bedrock AgentCore Runtime

This post shows you how to deploy a serverless MCP proxy on Amazon Bedrock AgentCore Runtime that gives you a programmable layer to implement proper governance, controls, and observability aligned...

AWS ML Blog·1d ago

Build and deploy an automatic sync solution for Amazon Bedrock Knowledge Bases

In this post, we explore an automated solution that detects S3 events and triggers ingestion jobs while respecting service quotas and providing comprehensive monitoring. This serverless solution uses...

AWS ML Blog·3d ago

Building Workforce AI Agents with Visier and Amazon Quick

In this post, we show how connecting the Visier Workforce AI platform with Amazon Quick through Model Context Protocol (MCP) gives every knowledge worker a unified agentic workspace to ask questions...

AWS ML Blog·6d ago

Amazon SageMaker AI now supports optimized generative AI inference recommendations

Today, Amazon SageMaker AI supports optimized generative AI inference recommendations. By delivering validated, optimal deployment configurations with performance metrics, Amazon SageMaker AI keeps...

AWS ML Blog·Apr 22

Amazon hiring humans to fix the AI that got them fired after widespread outages

AI coding tools by Amazon reportedly led to widespread outages that shut down its website and mobile apps for nearly six hours this month due to "software code development." AWS saw a 13-hour ...

AOL·Mar 11