The model says X, so let's go with that.

The first answer sets the frame

Independent thinking · Corruption · Sense and decide

WHAT’S GOING ON

An AI's answer, a senior person's view, or the first idea in the room sets the starting point. Everything that follows gets judged relative to that starting point instead of being developed independently.

SIGNS YOU’D NOTICE
  • Few real alternatives get considered.
  • The AI's recommendation is accepted almost every time.
  • Discussions open with "Do we all agree?" rather than "What are our options?"
HOW TO OBSERVE IT

Who: two or three people who were in the last decision on this workflow. Ask: "Before the discussion, had you written down your own view? Had you already seen the AI's answer or heard what the most senior person thought?" Count: options seriously considered on the last three decisions. You're probably looking at this pattern if people saw an answer before forming a view and only one or two options were weighed. Probably not if people formed views first and still converged.

EASY TO CONFUSE WITH

Everyone's thinking looks the same. In that pattern, everyone brings the same view because they used the same AI beforehand. In this pattern, one answer takes over during the meeting.

MOVES TO TRY
Start hereScout Before You Share

Have everyone write their answer privately, then compare.

The stop signal

When one option dominates, say: give the other two equal time before we decide. One redirection does the work.

Make the Model Argue Against

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

RESEARCH BEHIND THISEmerging

In an experiment with physicians, those who made their own diagnosis before seeing the AI's advice were more accurate and better at telling right advice from wrong advice than those who saw it from the start ("Designing AI-Based Work Processes: How the Timing of AI Advice Affects Diagnostic Decision Making," Management Science, 2025). Emerging. The same study is the evidence behind the Spark move Scout Before You Share.