"I already know how this meeting is going to go," Félix Oduya said, half-laughing, to the colleague sitting across from him in the break room, coffee going cold between his hands. He meant it as a joke. But he'd also just cancelled the prep work.
A bias is a shortcut that solved a real problem once, in a context that no longer exists. Your brain built it because pattern-recognition is faster than analysis, and faster used to matter more than precise. The error isn't moral. It's architectural. The shortcut fires before you've decided to use it, which means willpower alone won't catch it — the thought arrives already dressed as a conclusion.
A bias is a shortcut that solved a real problem once, in a context that no longer exists.
”This is why the research on debiasing consistently finds that awareness alone changes almost nothing. What moves the needle is friction — a small, deliberate obstacle inserted between the shortcut and the action. Structured decision logs used in some emergency medicine training do exactly this: the clinician names the bias they suspect is active before they commit to a diagnosis. Naming it doesn't neutralize it. It slows the hand.
Picture the hour before a difficult performance review you're about to give. You've worked with this person for two years. You already have a feeling about how receptive they'll be. That feeling arrived before you opened the file. So open a second document and write one sentence: what specific evidence would make you revise your assessment upward? The question isn't therapy. It's friction. It forces the shortcut to show its math, and sometimes the math doesn't hold. Félix eventually rescheduled the prep. The meeting went differently than he'd expected.
You are not the bias. You are the person who can see it coming and put something in the way.