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HBT-COG-0647 · Dimension COG · Cognition

Sunk Cost

Past investment should not influence future decisions.

Decision·Mental Model·Grade B·draft· enriching…
In one paragraph

Sunk Cost is past investment should not influence future decisions. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0647, within the Decision family. The core principle: past investment should not influence future decisions. 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

Past investment should not influence future decisions.

Plain-English Definition

Past investment should not influence future decisions.

Feynman Explanation

It is gone. The only question is whether the next dollar is worth it.

Core Principle

Past investment should not influence future decisions.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Past investment should not influence future decisions.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Sunk cost logic destroys capital allocation.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

It is gone. The only question is whether the next dollar is worth it.

Examples

Everyday
  • Continuing a failing project because so much has already been spent.
Modern (Organizational)
  • Sunk cost logic destroys capital allocation.
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

This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: past investment should not influence future decisions. You can recognize it in the field by its signature: it is gone. The only question is whether the next dollar is worth it. Every element in the Cognition 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, sunk cost logic destroys capital allocation. It is amplified whenever sunk cost logic destroys capital allocation. Inside organizations that shows up as sunk cost logic destroys capital allocation. 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 ask: 'If we were starting today, would we fund this?'. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.

Famous Experiments

Pending editorial review.

Design Principles

  • Ask: 'If we were starting today, would we fund this?'

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
Sunk cost logic destroys capital allocation.
Amplifying Incentives
Sunk cost logic destroys capital allocation.
Org Failure Modes
Sunk cost logic destroys capital allocation.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Ask: 'If we were starting today, would we fund this?'
Diagnostic Questions
  • Ask: 'If we were starting today, would we fund this?'
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Ask: 'If we were starting today, would we fund this?'
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-0647 · COG
Sunk Cost
SCRu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Where Sunk Cost is cited in the corpus

Questions about Sunk Cost

What is Sunk Cost?
Sunk Cost is past investment should not influence future decisions. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0647, within the Decision family. The core principle: past investment should not influence future decisions. 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 Sunk Cost?
Sunk cost logic destroys capital allocation. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0647).
How is Sunk Cost exploited?
Sunk cost logic destroys capital allocation.
How do you design around Sunk Cost?
Ask: 'If we were starting today, would we fund this?'
Which behavioral dimension does Sunk Cost belong to?
Sunk Cost is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0647 and its evidence grade is B.

Version History

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