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The Incentives Lab
HBT-COG-0005 · Dimension COG · Cognition

Abstractions

Deriving general rules from specific examples; the leap from instance to concept.

Reasoning·Mental Model·Grade B·draft· enriching…

Scientific Definition

Deriving general rules from specific examples; the leap from instance to concept.

Plain-English Definition

Deriving general rules from specific examples; the leap from instance to concept.

Feynman Explanation

A 'ball' is more abstract than 'this leather soccer ball'.

Core Principle

Deriving general rules from specific examples; the leap from instance to concept.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Deriving general rules from specific examples; the leap from instance to concept.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategy lives or dies by the right level of abstraction.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

A 'ball' is more abstract than 'this leather soccer ball'.

Examples

Everyday
  • Treating 'customer' as a unified concept when you actually serve five distinct segments.
Modern (Organizational)
  • Strategy lives or dies by the right level of abstraction.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Periodically zoom in to concrete instances and verify the abstraction still fits.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 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
Strategy lives or dies by the right level of abstraction.
Amplifying Incentives
Strategy lives or dies by the right level of abstraction.
Org Failure Modes
Strategy lives or dies by the right level of abstraction.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Periodically zoom in to concrete instances and verify the abstraction still fits.
Diagnostic Questions
  • Periodically zoom in to concrete instances and verify the abstraction still fits.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Periodically zoom in to concrete instances and verify the abstraction still fits.
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-COG-0005 · COG
Abstractions
AbABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAlAlgorithmsAMAll Models Are WrongABAllegiance BiasAFAnecdotal FallacyATAppeal to Majority

Knowledge Graph Neighbors

Version History

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