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The Incentives Lab
HBT-IDN-0021 · Dimension IDN · Identity

Restraint Bias

Overestimating our ability to control future impulses.

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

Scientific Definition

Overestimating our ability to control future impulses.

Plain-English Definition

Overestimating our ability to control future impulses.

Feynman Explanation

We'll definitely cut the project at the next gate. (We won't.)

Core Principle

Overestimating our ability to control future impulses.

Mechanisms

Psychological

Overestimating our ability to control future impulses.

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

We'll definitely cut the project at the next gate. (We won't.)

Examples

Everyday
  • Investment committees that pre-commit to 'discipline' and never exhibit it.
Modern (Organizational)
  • Capital allocation that systematically fails to honor its own kill criteria.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Automate the kill criteria. Remove the moment of weakness from the loop.

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
Pilots converted to programs because killing 'felt extreme in the moment.'
Amplifying Incentives
Capital allocation that systematically fails to honor its own kill criteria.
Org Failure Modes
Capital allocation that systematically fails to honor its own kill criteria.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Automate the kill criteria. Remove the moment of weakness from the loop.
Diagnostic Questions
  • Automate the kill criteria. Remove the moment of weakness from the loop.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Automate the kill criteria. Remove the moment of weakness from the loop.
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
Pilots converted to programs because killing 'felt extreme in the moment.'
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-0021 · IDN
Restraint Bias
RBBBBias Blind SpotDEDunning-Kruger EffectEGEmpathy GapIOIllusion of ControlIOIllusion of ValidityISIllusory SuperiorityOEOstrich EffectOEOverconfidence EffectPBProjection BiasSBSelf-Serving Bias

Knowledge Graph Neighbors

Version History

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