How ML production has changed with foundation models. 1. Model-as-a-service. (+) Anyone, even those with no/minimal AI background, can now leverage AI to build applications (+) More …

A2 Sehi L’Yi, Astrid van den Brandt, Etowah Adams, Huyen N. Nguyen, Nils Gehlenborg. Learnable and Expressive Visualization Authoring Through Blended Interfaces.

Gen AI made it clear that data is essential to any company that wants to leverage AI. Reach out if you want us to help you with your data story! “Stop everything to figure out our generative AI.” …

AI Engineering by Chip Huyen Copyright © 2025 Developer Experience Advisory LLC. All rights reserved. Printed in the United States of America.

NSF BIOGRAPHICAL SKETCH – HUYEN BUI Center for Biofilm Engineering, Montana State University, Bozeman, MT 59717. e-mail: [email protected]

Huyen, co-founder of Claypot AI, provides a holistic approach to building ML systems that are reliable, scalable, maintainable, and resilient to change.

Remember how Q-learning updated it’s estimates (from estimates i.e. bootstrapping)? This is a form of machine learning. We use data to find the patterns/rules and then the model executes …