Artificial Intelligence
Author: Sunita Koppar
Sunita Koppar is a Senior Specialist Solutions Architect in Generative AI and Machine Learning at AWS, bridging the gap between emerging AI technologies and real-world business challenges. She partners with customers across industries to design innovative solutions and build transformative proof-of-concepts that drive tangible results. Her passion for knowledge extends beyond technology: she actively teaches Sanskrit and engages with student communities, fostering growth and lifelong learning in the next generation.
Inference meta-monitoring for Amazon SageMaker AI endpoints with Amazon Quick
Learn how to build an inference meta-monitoring system for Amazon SageMaker AI endpoints using Amazon Quick. This governance layer sits above production ML inference pipelines to continuously track prediction and data quality, detect drift, integrate delayed ground truth, and surface automated performance dashboards.
Citations with Amazon Nova understanding models
In this post, we demonstrate how to prompt Amazon Nova understanding models to cite sources in responses. Further, we will also walk through how we can evaluate the responses (and citations) for accuracy.