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System Architecture

Going beyond AI assistants: Examples from Amazon.com reinventing industries with generative AI

Flipboard

MAY 30, 2025

The quality assurance process includes automated testing methods combining ML-, algorithm-, or LLM-based evaluations. At Amazon Pharmacy, we developed an AI system built on Amazon Bedrock and SageMaker to help pharmacy technicians process medication directions more accurately and efficiently. The team extensively used fine-tuned SLMs.

AI AI AWS ML

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

AWS Machine Learning Blog

FEBRUARY 19, 2025

Rather than using probabilistic approaches such as traditional machine learning (ML), Automated Reasoning tools rely on mathematical logic to definitively verify compliance with policies and provide certainty (under given assumptions) about what a system will or wont do. However, its important to understand its limitations.

AWS

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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Going beyond AI assistants: Examples from Amazon.com reinventing industries with generative AI

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

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