machine learning Archives

The Fastest Way to Go from Prototype to Production Without Burning Out Your ML Team

May 11, 2025May 8, 2025 by Robb Fahrion

machine learning prototype to production

Getting a machine learning prototype to work in a controlled environment is one thing. Getting it to run in production—without draining your team or duct-taping together half-broken workflows—is something else entirely. I’ve seen this friction up close more times than I can count. I’m Robb Fahrion, CEO of a revenue generation agency, Partner of an … Read more

What Is Active Inference and Why Should Machine Learning Engineers Care?

May 11, 2025May 6, 2025 by Robb Fahrion

active inference why machine learning engineers should care

As someone who’s spent years building digital marketing strategies—and more recently investing in tech that’s reshaping how business actually works—I’ve developed a habit of digging deeper when something keeps surfacing in the right conversations. Lately, that’s been active inference. It’s showing up not just in academic circles, but in early-stage AI systems built for decision-making, … Read more