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HBT-COG-0648 · Dimension COG · Cognition

Sunk Cost (model form)

Past investment is irrelevant to future decisions.

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

Sunk Cost (model form) is past investment is irrelevant to future decisions. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0648, within the Decision family. The core principle: past investment is irrelevant to 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 is irrelevant to future decisions.

Plain-English Definition

Past investment is irrelevant to future decisions.

Feynman Explanation

It's already gone. The only question is what's next.

Core Principle

Past investment is irrelevant to future decisions.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Past investment is irrelevant to future decisions.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Capital reallocation discipline.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

It's already gone. The only question is what's next.

Examples

Everyday
  • Killing a project on its forward economics, not its history.
Modern (Organizational)
  • Capital reallocation discipline.
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

Most organizations meet this element as a personnel problem. It is not one. The mechanism underneath it is straightforward: past investment is irrelevant to future decisions. You can recognize it in the field by its signature: it's already gone. The only question is what's next. 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, capital reallocation discipline. It is amplified whenever capital reallocation discipline. Inside organizations that shows up as capital reallocation discipline. 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 decision template that asks: 'If we were starting fresh today, would we fund this?'. Measure the behavior, not the sentiment. A survey will tell you how people feel about this; only observed action tells you whether it changed.

Famous Experiments

Pending editorial review.

Design Principles

  • Decision template that asks: 'If we were starting fresh 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
Capital reallocation discipline.
Amplifying Incentives
Capital reallocation discipline.
Org Failure Modes
Capital reallocation discipline.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Decision template that asks: 'If we were starting fresh today, would we fund this?'
Diagnostic Questions
  • Decision template that asks: 'If we were starting fresh today, would we fund this?'
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Decision template that asks: 'If we were starting fresh 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-0648 · COG
Sunk Cost (model form)
SCRu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Where Sunk Cost (model form) is cited in the corpus

Questions about Sunk Cost (model form)

What is Sunk Cost (model form)?
Sunk Cost (model form) is past investment is irrelevant to future decisions. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0648, within the Decision family. The core principle: past investment is irrelevant to 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 (model form)?
Capital reallocation discipline. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0648).
How is Sunk Cost (model form) exploited?
Capital reallocation discipline.
How do you design around Sunk Cost (model form)?
Decision template that asks: 'If we were starting fresh today, would we fund this?'
Which behavioral dimension does Sunk Cost (model form) belong to?
Sunk Cost (model form) is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0648 and its evidence grade is B.

Version History

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