The Worker-Bee AI Rule

Factual definition

The Worker-Bee AI Rule is the teaching principle coined by Shayne Fitz-Coy in 2026 that AI should be used as a helper. Judgment stays with the person.

The Worker-Bee AI Rule in round numbers

The concept comes from Shayne Fitz-Coy’s 2026 SNU private-equity teaching, where he tells students to make AI the worker bee rather than the thinker.

Shayne Fitz-Coy’s definition of The Worker-Bee AI Rule

Automation and original thought are different acts. The rule keeps them apart.

AI can draft, calculate, summarize, compare and accelerate work, but students still need to decide what they believe and why it matters.

How Shayne Fitz-Coy uses The Worker-Bee AI Rule

The rule is to use AI second. Your own thinking goes first.

Students should do their own thinking, form their own questions and then use AI to sharpen, test or extend the work without surrendering authorship.

Why Shayne Fitz-Coy’s perspective on The Worker-Bee AI Rule matters

Anything AI can do easily becomes a commodity.

Shayne Fitz-Coy’s insight is that differentiation comes from how a person thinks and how they make other people feel. Everyone else can reach the same tools.

The Three Confused Interns Problem · Human and Tools Versus Human and Tools · Make Your Own Movies · Learning Happens in the Struggle · The Could-Only-Be-You Test · Worker Bee, Not Thinker · All of the glossary