Fake News is false information presented as legitimate journalism. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0292, within the Social family. The core principle: false information presented as legitimate journalism. 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
False information presented as legitimate journalism.
Plain-English Definition
False information presented as legitimate journalism.
Feynman Explanation
The truth puts its boots on slower than the lie sprints.
Core Principle
False information presented as legitimate journalism.
Mechanisms
Pending editorial review.
False information presented as legitimate journalism.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Brand and reputation risk include fake-news vectors.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
The truth puts its boots on slower than the lie sprints.
Examples
- Coordinated false narratives that move markets or elections.
- Brand and reputation risk include fake-news vectors.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
Executives usually notice this element only after it has cost something. By then it looks like a one-off. It is not. The mechanism underneath it is straightforward: false information presented as legitimate journalism. You can recognize it in the field by its signature: the truth puts its boots on slower than the lie sprints. 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, brand and reputation risk include fake-news vectors. It is amplified whenever brand and reputation risk include fake-news vectors. Inside organizations that shows up as brand and reputation risk include fake-news vectors. 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 monitor narrative attacks. Pre-stage truthful responses. Measure the behavior, not the sentiment. A survey will tell you how people feel about this; only observed action tells you whether it changed.
Famous Experiments
Pending editorial review.
Design Principles
- Monitor narrative attacks. Pre-stage truthful responses.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Monitor narrative attacks. Pre-stage truthful responses.
Pending editorial review.
Pending editorial review.
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.
A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.
Power tends to corrupt, and absolute power corrupts absolutely.
We attribute our own actions to situations but others' actions to their character.
We favor people who are similar to us or who like us.
Sacrificing for others without expecting a personal reward.
Masking the sponsors of a message to make it appear grassroots.
Disagreement grows more extreme as the parties think more about the issue.
Systematic errors in explaining the causes of behavior — yours or others'.
We accept vague, general statements as personally meaningful.
Adding the word 'because' (with any reason) increases compliance dramatically.
Behaviors spread through groups via observation and imitation.
We come to like people we've done a favor for, more than people who've helped us.
Where Fake News 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.
- 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 Fake News
- What is Fake News?
- Fake News is false information presented as legitimate journalism. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0292, within the Social family. The core principle: false information presented as legitimate journalism. 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 Fake News?
- Brand and reputation risk include fake-news vectors. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0292).
- How is Fake News exploited?
- Brand and reputation risk include fake-news vectors.
- How do you design around Fake News?
- Monitor narrative attacks. Pre-stage truthful responses.
- Which behavioral dimension does Fake News belong to?
- Fake News is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Social", class "Mental Model". Its permanent identifier is HBT-COG-0292 and its evidence grade is B.