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The Incentives Lab
HBT-COG-0197 · Dimension COG · Cognition

Counterfactual Thinking

Imagining what could have happened instead of what did.

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

Scientific Definition

Imagining what could have happened instead of what did.

Plain-English Definition

Imagining what could have happened instead of what did.

Feynman Explanation

Strategy is comparison to what didn't happen.

Core Principle

Imagining what could have happened instead of what did.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Imagining what could have happened instead of what did.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Counterfactuals are how we separate luck from skill.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Strategy is comparison to what didn't happen.

Examples

Everyday
  • 'Without that pivot, we'd have run out of cash six months later.'
Modern (Organizational)
  • Counterfactuals are how we separate luck from skill.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Document counterfactuals before outcomes are known.

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
Counterfactuals are how we separate luck from skill.
Amplifying Incentives
Counterfactuals are how we separate luck from skill.
Org Failure Modes
Counterfactuals are how we separate luck from skill.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Document counterfactuals before outcomes are known.
Diagnostic Questions
  • Document counterfactuals before outcomes are known.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Document counterfactuals before outcomes are known.
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-0197 · COG
Counterfactual Thinking
CTAbAbstractionsABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAlAlgorithmsAMAll Models Are WrongABAllegiance BiasAFAnecdotal Fallacy

Knowledge Graph Neighbors

Version History

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