AI & Automation2026-02-015 min read

Building With Something You Don't Fully Understand

Building With Something You Don't Fully Understand

Trust but verify is not a defensive posture. It is the correct posture for working with any system that is operating near the edge of what it can do. The edge is where the useful work happens. Verification is what makes it safe to stay there.

What I am actually building.

I did not build Mira to replace judgment. I built her to extend reach — so I am less consumed by work that does not require me and more present in decisions that do.

That is a different kind of capability than people usually talk about when they talk about AI. Not the raw output. The way it changes where your attention goes and what it can now do when it gets there.

It also requires staying close. Not oversight. More like understanding the other party well enough to know what they need from you and where you need to stay in the loop.

The capability is obvious and accelerating. The relationship model is the part people are not talking about enough — how you work with a system that is capable, fallible, and worth building with, without becoming a passenger in your own operation.

That is the question I am working on. What are you seeing?

Originally published on LinkedIn

This article was originally published on LinkedIn and has been cross-posted to kaykas.com with permission.

Jascha Kaykas-Wolff

Jascha Kaykas-Wolff

CEO of Visiting Media, former CMO of Mozilla and BitTorrent, author of "Growing Up Fast", and pioneer of Agile Marketing methodology. Building AI agent infrastructure for executive automation.