Preference
An ordering of options by expected satisfaction — often constructed in the moment rather than retrieved.
"Ask twice. Watch the order change."
What is Preference? An ordering of options by expected satisfaction — often constructed in the moment rather than retrieved. Customer 'preferences' are not stable inputs; they are partly artifacts of how you ask.
Survey-based 'preferences' that flip under reframing.
Customer 'preferences' are not stable inputs; they are partly artifacts of how you ask.
Triangulate stated, revealed, and behavioral preference signals.
Use the model. Pick the move.
An ordering of options by expected satisfaction — often constructed in the moment rather than retrieved. You've just seen this: Survey-based 'preferences' that flip under reframing. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Preference
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 Preference 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 Preference most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Preference?
- If we removed every payoff for Preference, what behavior would replace it?
- Who benefits when Preference persists — and who pays the cost?
- People defend the status quo using the language of preference.
- 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 Preference through 3 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know Preference?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Preference?
Worked example, counter-example & concept map
On-demand AI analysis grounded in the Lab's research. Cached on your device after first run.
Your nervous system has a region for this.
When you encounter Preference, your striatum has built a reward association — and the next time the cue appears, it will push you toward the behavior whether you decide to or not.
Reward learning, habit formation, anticipation, craving, action selection. Habits live here. So do addictions. Variable rewards train this circuit faster than fixed ones.
See Striatum in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
Exploiting price differences between markets for risk-free profit.
The study of how real humans actually decide — bounded, social, emotional, and inconsistent.
With clear property rights and low transaction costs, parties negotiate to efficient outcomes.
Specialize in what you give up the least to do.
Complements raise each other's value; substitutes lower it.
Fixed costs don't scale with output; variable costs do.
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.
Applying higher scrutiny to evidence we disagree with than to evidence we agree with.
Negative emotions fade faster than positive ones.
Capital tied to growth rates funds unsustainable scaling and unit-economics denial.
Bypassing model safety constraints.
Deriving 'is' from 'ought.'
Vivid images of who we could become drive present-day effort.
Return-to-office mandated for visibility, not productivity.
Looking where the light is, not where the keys are.
Trust deepens when people can admit weakness without penalty.
Brain region tracking conflict, error, and effort.
A system's throughput is constrained by its single slowest step.
Small advantages, applied consistently, become uncatchable.