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AWS Machine Learning Blog

Prompting Amazon Nova 2 for content moderation

In this post, you learn how to prompt Amazon Nova 2 Lite for content moderation using structured and free-form approaches, grounded in the MLCommons AILuminate Assessment Standard. The prompting techniques use the AILuminate taxonomy as an example, but they...

Models Policy

Models Policy

AWS Machine Learning Blog

Aderant transforms cloud operations with Amazon Quick | Amazon Web Services

In this post, we share how Aderant used the AI-powered capabilities of Amazon Quick to unify search across six vendor systems and automate documentation workflows, achieving 90 percent faster search times and 75 percent documentation acceleration, and how...

AWS Machine Learning Blog

Integrate Atlassian Confluence Cloud with Amazon Quick | Amazon Web Services

In this post, you will learn how to set up the Confluence Cloud integration with Quick. This includes creating a knowledge base for semantic search, setting up Actions to query and manage Confluence pages, and organizing resources in Quick Spaces. Quick...

AWS Machine Learning Blog

Improve bot accuracy with Amazon Lex Assisted NLU | Amazon Web Services

In this post, you will learn how to implement Assisted NLU effectively. You will learn how to improve your bot design with effective intent and slot descriptions, validate your implementation using Test Workbench, and plan your transition from traditional...

AWS Machine Learning Blog

Build financial document processing with Pulse AI and Amazon Bedrock

This post demonstrates how to build a documentation extraction and model fine-tuning pipeline that addresses challenges when processing the complex financial documents. By combining Pulse AI's advanced document understanding capabilities with the powerful...