Disconfirming Evidence is actively seeking evidence that would disprove your hypothesis. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0240, within the Reasoning family. The core principle: actively seeking evidence that would disprove your hypothesis. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
Scientific Definition
Actively seeking evidence that would disprove your hypothesis.
Plain-English Definition
Actively seeking evidence that would disprove your hypothesis.
Feynman Explanation
Darwin kept a notebook for facts that contradicted his theory.
Core Principle
Actively seeking evidence that would disprove your hypothesis.
Mechanisms
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Actively seeking evidence that would disprove your hypothesis.
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Strategic conviction without disconfirmation discipline is faith.
Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
Darwin kept a notebook for facts that contradicted his theory.
Examples
- Founders who pre-mortem against their own thesis quarterly.
- Strategic conviction without disconfirmation discipline is faith.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
Most organizations meet this element as a personnel problem. It is not one. The mechanism underneath it is straightforward: actively seeking evidence that would disprove your hypothesis. You can recognize it in the field by its signature: darwin kept a notebook for facts that contradicted his theory. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.
How it gets exploited
Left undesigned, strategic conviction without disconfirmation discipline is faith. It is amplified whenever strategic conviction without disconfirmation discipline is faith. Inside organizations that shows up as strategic conviction without disconfirmation discipline is faith. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.
How the Lab designs around it
The redesign move is to maintain a written list of what would change your mind. Update it. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.
Famous Experiments
Pending editorial review.
Design Principles
- Maintain a written list of what would change your mind. Update it.
Measurement Approaches
Pending editorial review.
Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Maintain a written list of what would change your mind. Update it.
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Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
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.
A finite set of well-defined instructions for solving a problem or performing a computation.
Every model simplifies reality; some are still useful.
Researchers favor conclusions aligned with their school, team, or sponsor.
Using personal stories or isolated examples instead of evidence.
Claiming something is true or better because most people believe it.
Assuming something is true because it is probable or possible.
Where Disconfirming Evidence is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- EssayAI Agents Inherit Your Incentives
How this element propagates into automated systems.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Disconfirming Evidence
- What is Disconfirming Evidence?
- Disconfirming Evidence is actively seeking evidence that would disprove your hypothesis. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0240, within the Reasoning family. The core principle: actively seeking evidence that would disprove your hypothesis. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- What is an example of Disconfirming Evidence?
- Strategic conviction without disconfirmation discipline is faith. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0240).
- How is Disconfirming Evidence exploited?
- Strategic conviction without disconfirmation discipline is faith.
- How do you design around Disconfirming Evidence?
- Maintain a written list of what would change your mind. Update it.
- Which behavioral dimension does Disconfirming Evidence belong to?
- Disconfirming Evidence is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Reasoning", class "Mental Model". Its permanent identifier is HBT-COG-0240 and its evidence grade is B.