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The Incentives Lab
HBT-IDN-0013 · Dimension IDN · Identity

Illusion of Control

Believing we influence outcomes that are largely random.

Self Bias·Cognitive Bias·Grade B·draft· enriching…

Scientific Definition

Believing we influence outcomes that are largely random.

Plain-English Definition

Believing we influence outcomes that are largely random.

Feynman Explanation

Detailed planning of things that were going to happen anyway.

Core Principle

Believing we influence outcomes that are largely random.

Mechanisms

Psychological

Believing we influence outcomes that are largely random.

Behavioral Economic

Pending editorial review.

Neurological

Pending editorial review.

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

Detailed planning of things that were going to happen anyway.

Examples

Everyday
  • Quarterly forecasting rituals on numbers driven mostly by macro.
Modern (Organizational)
  • Effort focused on the visible, controllable theater rather than the actual levers.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Audit which inputs actually move outcomes. Defund the theater.

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
Believing more dashboards mean more control over AI behavior.
Amplifying Incentives
Effort focused on the visible, controllable theater rather than the actual levers.
Org Failure Modes
Effort focused on the visible, controllable theater rather than the actual levers.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Audit which inputs actually move outcomes. Defund the theater.
Diagnostic Questions
  • Audit which inputs actually move outcomes. Defund the theater.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Audit which inputs actually move outcomes. Defund the theater.
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
Believing more dashboards mean more control over AI behavior.
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-IDN-0013 · IDN
Illusion of Control
IOBBBias Blind SpotDEDunning-Kruger EffectEGEmpathy GapIOIllusion of ValidityISIllusory SuperiorityOEOstrich EffectOEOverconfidence EffectPBProjection BiasRBRestraint BiasSBSelf-Serving Bias

Knowledge Graph Neighbors

Version History

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