Field Notes

Do we need to be able to show our work?

By: Matthew Stublefield Published on: 12/09/2025

We use systems we can't explain constantly - GPS, medical tests, even our smartphones. But with AI-generated work, we're assuming there's real expertise behind it, and I'm increasingly uncomfortable with that assumption.

AI

Who's Responsible When AI Does Wrong?

By: Matthew Stublefield Published on: 08/09/2025

When AI makes mistakes or provides wrong information, who's accountable? Explore why personal responsibility matters more than ever in our AI-assisted world, and why convenience doesn't excuse poor judgment.

AI