MediaClipThe AI-Native Shift - Beyond Industrial Defaults

Most roles are vibes based

November 4, 2026

0:39

Before you decide what AI does, can you say what each person's role is?

In Part 5 of 5 of our AI Readiness conversation, I asked my co-host Erin Wiggers where she starts. She said:

"Probably with defining the roles"

And on how often that is the starting point:

"Most roles, I feel like, are vibes-based. You do whatever comes across your desk, and role has very little to say about that."

Write down what each role is responsible for before you decide where AI fits.

Where this came from

Designing the Human-AI Boundary by Role — AI Readiness, Part 5

Watch the full conversation this clip was pulled from.