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HBT-COG-0300 · Dimension COG · Cognition

False Dilemma

Presenting two options as the only possibilities when more exist.

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

False Dilemma is presenting two options as the only possibilities when more exist. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0300, within the Reasoning family. The core principle: presenting two options as the only possibilities when more exist. 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

Presenting two options as the only possibilities when more exist.

Plain-English Definition

Presenting two options as the only possibilities when more exist.

Feynman Explanation

The world is rarely A or B. Usually it is A, B, C, or none of the above.

Core Principle

Presenting two options as the only possibilities when more exist.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Presenting two options as the only possibilities when more exist.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategic debates are framed as false dichotomies to force a side.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The world is rarely A or B. Usually it is A, B, C, or none of the above.

Examples

Everyday
  • 'We either cut costs or grow revenue' ignores both/and strategies.
Modern (Organizational)
  • Strategic debates are framed as false dichotomies to force a side.
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

Executives usually notice this element only after it has cost something. By then it looks like a one-off. It is not. The mechanism underneath it is straightforward: presenting two options as the only possibilities when more exist. You can recognize it in the field by its signature: the world is rarely A or B. Usually it is A, B, C, or none of the above. 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, strategic debates are framed as false dichotomies to force a side. It is amplified whenever strategic debates are framed as false dichotomies to force a side. Inside organizations that shows up as strategic debates are framed as false dichotomies to force a side. 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 for the options that are not on the table. Design against it the way you would design against a known failure mode — assume it will appear, and price the exploit before someone finds it.

Famous Experiments

Pending editorial review.

Design Principles

  • Ask for the options that are not on the table.

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
Strategic debates are framed as false dichotomies to force a side.
Amplifying Incentives
Strategic debates are framed as false dichotomies to force a side.
Org Failure Modes
Strategic debates are framed as false dichotomies to force a side.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Ask for the options that are not on the table.
Diagnostic Questions
  • Ask for the options that are not on the table.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Ask for the options that are not on the table.
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-0300 · COG
False Dilemma
FDAbAbstractionsABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAlAlgorithmsAMAll Models Are WrongABAllegiance BiasAFAnecdotal Fallacy

Knowledge Graph Neighbors

Where False Dilemma is cited in the corpus

Questions about False Dilemma

What is False Dilemma?
False Dilemma is presenting two options as the only possibilities when more exist. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0300, within the Reasoning family. The core principle: presenting two options as the only possibilities when more exist. 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 False Dilemma?
Strategic debates are framed as false dichotomies to force a side. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0300).
How is False Dilemma exploited?
Strategic debates are framed as false dichotomies to force a side.
How do you design around False Dilemma?
Ask for the options that are not on the table.
Which behavioral dimension does False Dilemma belong to?
False Dilemma is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Reasoning", class "Mental Model". Its permanent identifier is HBT-COG-0300 and its evidence grade is B.

Version History

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