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HBT-COG-0463 · Dimension COG · Cognition

Maslow's Hammer

When all you have is a hammer, everything looks like a nail.

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

Maslow's Hammer is when all you have is a hammer, everything looks like a nail. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0463, within the Reasoning family. The core principle: when all you have is a hammer, everything looks like a nail. 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

When all you have is a hammer, everything looks like a nail.

Plain-English Definition

When all you have is a hammer, everything looks like a nail.

Feynman Explanation

Your favorite tool becomes the answer to every problem.

Core Principle

When all you have is a hammer, everything looks like a nail.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

When all you have is a hammer, everything looks like a nail.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Functional expertise narrows problem definition.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Your favorite tool becomes the answer to every problem.

Examples

Everyday
  • A data team solves every issue with another dashboard.
Modern (Organizational)
  • Functional expertise narrows problem definition.
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: when all you have is a hammer, everything looks like a nail. You can recognize it in the field by its signature: your favorite tool becomes the answer to every problem. 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, functional expertise narrows problem definition. It is amplified whenever functional expertise narrows problem definition. Inside organizations that shows up as functional expertise narrows problem definition. 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 what other tools or disciplines should be applied. 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 what other tools or disciplines should be applied.

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
Functional expertise narrows problem definition.
Amplifying Incentives
Functional expertise narrows problem definition.
Org Failure Modes
Functional expertise narrows problem definition.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Ask what other tools or disciplines should be applied.
Diagnostic Questions
  • Ask what other tools or disciplines should be applied.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Ask what other tools or disciplines should be applied.
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-0463 · COG
Maslow's Hammer
MHAbAbstractionsABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAlAlgorithmsAMAll Models Are WrongABAllegiance BiasAFAnecdotal Fallacy

Knowledge Graph Neighbors

Where Maslow's Hammer is cited in the corpus

Questions about Maslow's Hammer

What is Maslow's Hammer?
Maslow's Hammer is when all you have is a hammer, everything looks like a nail. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0463, within the Reasoning family. The core principle: when all you have is a hammer, everything looks like a nail. 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 Maslow's Hammer?
Functional expertise narrows problem definition. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0463).
How is Maslow's Hammer exploited?
Functional expertise narrows problem definition.
How do you design around Maslow's Hammer?
Ask what other tools or disciplines should be applied.
Which behavioral dimension does Maslow's Hammer belong to?
Maslow's Hammer is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Reasoning", class "Mental Model". Its permanent identifier is HBT-COG-0463 and its evidence grade is B.

Version History

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