AI in OT: Why Humans Stay in the Loop and the Junior Problem with Jori VanAntwerp

Work with Aaron: https://protectitallpod.com/work/

The book: https://protectitallpod.com/book/

This episode: https://protectitallpod.com/ep123/

The OT Security Starter Kit: https://protectitallpod.com/starter-kit/

AI is a consensus engine, and consensus on the internet is frequently wrong. So what does that mean for the people defending power plants, water systems, and factories with it?

In this episode of Protect It All, host Aaron Crow welcomes back Jori VanAntwerp, CEO and founder of EmberOT, for a completely unscripted conversation on AI in OT. Two practitioners who use AI aggressively every day make the case for restraint in exactly the places that matter.

Jori explains why human in the loop is non-negotiable: AI shapes a junior's output to look senior without the understanding underneath, so you have to be able to interrogate it. Aaron walks through his own sandbox discipline, where AI gets a folder and not the keys, and nothing goes in that he would not publish on the internet.

The conversation then turns to the OT reality behind AI-found vulnerabilities, why an attacker who can reach your HMI or PLC does not need your unpatched CVE, teaching AI your voice with markdown primers, the build-versus-buy MVP trap, the submarine principle for modular defense, and why an operator flipping to manual is still the save of last resort.

Underneath all of it is the workforce math nobody is doing on air: if one person plus AI does the work of five, nobody is training juniors, and no juniors today means no seniors in ten years. OT's aging-out workforce is the preview.

In this episode, you'll learn:

Why AI is a consensus engine, and why that framing predicts where it fails

Why human in the loop is not optional for anything that matters