Collective Intelligence is humanity learns together. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0725, within the Level 7 family. The core principle: humanity learns together. 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
Humanity learns together
Plain-English Definition
Humanity learns together
Feynman Explanation
Humanity learns together
Core Principle
Humanity learns together
Mechanisms
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Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
Humanity learns together
Examples
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Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
When this element shows up in a diagnostic, the instinct is to train people out of it. Training rarely moves it. The mechanism underneath it operates in the Cognition dimension — how do we think?. You can recognize it in the field by its signature: humanity learns together. 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, this element is exploited the ordinary way: someone discovers that triggering it is cheaper than earning the outcome it stands in for. 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 make the desired behavior observable, remove whatever currently pays for its opposite, and attach the reward to the behavior rather than to the noisy outcome downstream of it. The test of any redesign here is simple: after the change, can you name what the organization is now doing less of? If not, the payoff structure did not actually move.
Famous Experiments
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Design Principles
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Measurement Approaches
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Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
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Interactive Mini Network
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Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
We notice things selectively
Simplify complex team decisions
Belief systems shape decisions
We interpret through models
We imagine others' minds
Design shapes what's seen
Prices & info guide attention
Shapes what millions notice
What stands out captures attention
Filters what we engage with
Aligns attention toward a goal
Tech shapes our focus
Where Collective Intelligence 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.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Collective Intelligence
- What is Collective Intelligence?
- Collective Intelligence is humanity learns together. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0725, within the Level 7 family. The core principle: humanity learns together. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- How is Collective Intelligence exploited?
- It is exploited when triggering the behavior becomes cheaper than producing the outcome the behavior is supposed to signal — the standard perverse-incentive path.
- How do you design around Collective Intelligence?
- Name the behavior you want in observable terms, remove what currently pays for the opposite, attach the reward to the behavior rather than a lagging proxy, and publish how you will detect gaming.
- Which behavioral dimension does Collective Intelligence belong to?
- Collective Intelligence is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Level 7", class "Behavioral Force". Its permanent identifier is HBT-COG-0725 and its evidence grade is B.