We all came to the same conclusion. Or did we?

Everyone's thinking looks the same

Independent thinking · Corruption · Sense and decide · Only with AI

WHAT’S GOING ON

Several people prepare with the same AI, so supposedly independent views may share the same framing, assumptions, or blind spots. Individual outputs can improve while the range of thinking across the group narrows.

SIGNS YOU’D NOTICE
  • Different people's documents share the same structure and phrases.
  • The range of options has narrowed since the AI tools arrived.
  • The AI's first draft stays the frame, even after heavy editing.
HOW TO OBSERVE IT

Who: the people preparing for the next decision. Ask before the meeting: "Did you use AI to prepare, and which tool?" Look at: the options people bring. Count: how many differ in a real way. You're probably looking at this pattern if most people used the same tool and the options barely differ. Probably not if people used AI and still brought different views.

EASY TO CONFUSE WITH

The first answer sets the frame, where one view takes over during the meeting.

MOVES TO TRY
Start hereScout Before You Share

Have everyone write their answer privately, then compare.

Make the Model Argue Against

Give it one instruction. Make the strongest case this is wrong.

RESEARCH BEHIND THISEmerging

In one experiment, AI help made each writer's stories better but made the stories across writers more alike (Doshi and Hauser, 2024). Emerging. That many people using one model will make the same mistakes together is our reasoning, based on formal theory (Kleinberg and Raghavan, 2021).