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HBT-BIO-0021 · Dimension BIO · Biology

Curse of the Familiar

Familiar information feels true.

Cognition·Neural Mechanism·Grade B·draft· enriching…
In one paragraph

Curse of the Familiar is familiar information feels true. It sits in the Biology dimension (BIO) of the Human Behavior Taxonomy™ as element HBT-BIO-0021, within the Cognition family. The core principle: familiar information feels true. 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

Familiar information feels true.

Plain-English Definition

Familiar information feels true.

Feynman Explanation

Repetition is a strategy.

Core Principle

Familiar information feels true.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Pending editorial review.

Neurological

Familiar information feels true.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Repetition is a strategy.

Examples

Everyday
  • Marketing, propaganda, internal messaging.
Modern (Organizational)
  • Why some bad ideas survive on repetition.
Historical

Pending editorial review.

Lab Commentary

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 Biology dimension — what does the body contribute?. You can recognize it in the field by its signature: repetition is a strategy. Every element in the Biology 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, why some bad ideas survive on repetition. It is amplified whenever why some bad ideas survive on repetition. Inside organizations that shows up as why some bad ideas survive on repetition. 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 periodic outside-eyes review. The leverage is not in explaining the behavior to people. It is in changing what the behavior earns.

Famous Experiments

Pending editorial review.

Design Principles

  • Periodic outside-eyes review.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
2 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Why some bad ideas survive on repetition.
Amplifying Incentives
Why some bad ideas survive on repetition.
Org Failure Modes
Why some bad ideas survive on repetition.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Periodic outside-eyes review.
Diagnostic Questions
  • Periodic outside-eyes review.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Periodic outside-eyes review.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-BIO-0021 · BIO
Curse of the Familiar
COACAnterior Cingulate C…BPBoredom (Productive)ChChronobiologyCBCognitive Bias (Neur…CLCognitive LoadCRCognitive ReflectionDMDefault Mode NetworkDDDiet & Decision Qual…EDEgo DepletionECEmbodied Cognition

Knowledge Graph Neighbors

Where Curse of the Familiar is cited in the corpus

Questions about Curse of the Familiar

What is Curse of the Familiar?
Curse of the Familiar is familiar information feels true. It sits in the Biology dimension (BIO) of the Human Behavior Taxonomy™ as element HBT-BIO-0021, within the Cognition family. The core principle: familiar information feels true. 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 Curse of the Familiar?
Why some bad ideas survive on repetition. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-BIO-0021).
How is Curse of the Familiar exploited?
Why some bad ideas survive on repetition.
How do you design around Curse of the Familiar?
Periodic outside-eyes review.
Which behavioral dimension does Curse of the Familiar belong to?
Curse of the Familiar is classified in the Biology dimension (BIO) of the Human Behavior Taxonomy™, family "Cognition", class "Neural Mechanism". Its permanent identifier is HBT-BIO-0021 and its evidence grade is B.

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.