Minimax Regret
Choose the option whose worst-case regret is least bad.
"Sometimes the right call is the one you won't regret most."
What is Minimax Regret? Choose the option whose worst-case regret is least bad. Decisions where survival matters more than upside.
Risk-averse capital allocation.
Decisions where survival matters more than upside.
Use when ruin is on the table.
Use the model. Pick the move.
Choose the option whose worst-case regret is least bad. You've just seen this: Risk-averse capital allocation. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Minimax Regret
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 Minimax Regret 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 Minimax Regret most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Minimax Regret?
- If we removed every payoff for Minimax Regret, what behavior would replace it?
- Who benefits when Minimax Regret persists — and who pays the cost?
- People defend the status quo using the language of minimax regret.
- 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 Minimax Regret through 2 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know Minimax Regret?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Minimax Regret?
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 Minimax Regret, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.
Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.
See Prefrontal in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
How will I feel about this in 10 minutes / 10 months / 10 years?
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.
Predicting how we will feel in the future, usually inaccurately.
Forgetting to compare an offer with the next-best alternative.
Outcomes that could have happened but did not.
Overthinking a situation so that decision-making stalls.
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.
A mechanism that locks you into a future action to overcome present temptation.
Attributing causes to protect oneself from blame or vulnerability.
Comprehensive AI regulation in the EU.
Howard Gardner's theory of distinct intelligences (linguistic, logical-mathematical, musical, bodily-kinesthetic, spatial, interpersonal, intrapersonal, naturalist).
Persuasion power is a function of perceived expertise × perceived trustworthiness.
A set of language patterns that recover missing information from vague statements — deletions, distortions, generalizations.
A written model of how your specific leverage produces the outcome you care about.
Output amplifies input — virtuous or vicious cycle.
A developmental model of human value systems (vMemes) emerging in response to life conditions.
Below-cost water rights drive overuse in arid agricultural regions.
What cannot be settled by experiment is not worth debating.
We come to like people we've done a favor for, more than people who've helped us.