Cross-Race Effect
We recognize faces from our own race more accurately than others.
"The brain pattern-matches what it has most data on."
What is Cross-Race Effect? We recognize faces from our own race more accurately than others. Hiring and customer-recognition systems inherit the bias.
Eyewitness identification errors compound by race.
Hiring and customer-recognition systems inherit the bias.
Diversify exposure intentionally; use structured identification protocols.
Use the model. Pick the move.
We recognize faces from our own race more accurately than others. You've just seen this: Eyewitness identification errors compound by race. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Cross-Race Effect
One tap. We'll point you at the most useful next surface based on how this hits.
The full taxonomy entry
Every concept in the Atlas uses the same structure — so Cross-Race Effect can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would Cross-Race Effect most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Cross-Race Effect?
- If we removed every payoff for Cross-Race Effect, what behavior would replace it?
- Who benefits when Cross-Race Effect persists — and who pays the cost?
- People defend the status quo using the language of cross-race effect.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.
See Cross-Race Effect through 3 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know Cross-Race Effect?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Cross-Race Effect?
Worked example, counter-example & concept map
On-demand AI analysis grounded in the Lab's research. Cached on your device after first run.
When you encounter Cross-Race Effect, your default mode network folds the experience into your ongoing story-of-self — which is why the same fact lands differently depending on who you think you are.
Self-referential thought, mind-wandering, narrative-of-self, mental time travel. Most of your waking thought is this network running scenarios about you, your status, your past, and your future.
See Default Mode in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.
Power tends to corrupt, and absolute power corrupts absolutely.
We attribute our own actions to situations but others' actions to their character.
We favor people who are similar to us or who like us.
Sacrificing for others without expecting a personal reward.
Masking the sponsors of a message to make it appear grassroots.
Send the card, not just the link
A pre-rendered social card with the title, eyebrow, and URL. Copy the link, post it anywhere, or download the SVG for slides.
More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Judging phenomena by the standards of one's own culture.
CEO pay tied to size rewards deal-making even when acquisitions destroy value.
Self-reinforcing loops of momentum.
We overestimate how much others understand our thoughts and feelings.
Losses hurt roughly twice as much as equivalent gains feel good.
Federal incentives meant for neglected diseases get used to privatize widely available medicines.
A present-bias kink (β) on top of exponential discounting (δ): immediate rewards get a bonus, all future rewards trade normally.
Costly actions that credibly communicate hard-to-observe traits.
A phrase that ends thought rather than advancing it.
Asymmetric information attracts the worst counterparties.
A story repeats until it becomes obviously true.
We remember our past choices as better than they were.