False Causality
Correlation does not imply causation.
"Ice cream sales and drowning deaths both rise in summer. Ice cream does not drown people."
What is False Causality? Correlation does not imply causation. Dashboards create false causality daily.
Two metrics move together and are assumed to have a causal link.
Dashboards create false causality daily.
Demand a plausible mechanism and test for reverse causality.
Use the model. Pick the move.
Correlation does not imply causation. You've just seen this: Two metrics move together and are assumed to have a causal link. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to False Causality
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 False Causality 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 False Causality most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards False Causality?
- If we removed every payoff for False Causality, what behavior would replace it?
- Who benefits when False Causality persists — and who pays the cost?
- People defend the status quo using the language of false causality.
- 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 False Causality through 2 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know False Causality?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes False Causality?
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 False Causality, 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.
Deriving general rules from specific examples; the leap from instance to concept.
The brain evolved to reason adaptively, not always truthfully, to reduce the cost of errors.
We solve problems by adding, even when subtracting would be better.
Assuming that if one option is true, another must be false, when both can be true.
Presuming a purposeful actor behind events that may have no actor at all.
What cannot be settled by experiment is not worth debating.
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.
Auditors paid by the firms they audit have predictable blind spots.
Inputs combine under conditions to produce new outputs — sometimes irreversibly.
Stress hormone with cognitive and immune-system consequences.
Squeezing all slack from a system optimizes throughput but eliminates resilience.
Federal policy forces homeowners to rebuild doomed structures while waiting on mitigation buyouts.
Systems paid per filled bed have weak incentives to invest in prevention or community health.
When quality is hard to verify, bad products drive out good ones.
Key node of the brain's reward circuit; tracks anticipation of rewards.
We assume our current state will persist into the future.
A 'good' act gives moral permission for a later 'bad' one.
Schools evaluated on test scores teach to the test.
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.