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The Incentives Lab
HBT-COG-0427 · Dimension COG · Cognition

Ladder of Inference

We climb from raw data to action through selection, meaning-making, and assumption — usually invisibly.

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

Scientific Definition

We climb from raw data to action through selection, meaning-making, and assumption — usually invisibly.

Plain-English Definition

We climb from raw data to action through selection, meaning-making, and assumption — usually invisibly.

Feynman Explanation

By the time you're certain, you've climbed seven rungs and forgotten the data at the bottom.

Core Principle

We climb from raw data to action through selection, meaning-making, and assumption — usually invisibly.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

We climb from raw data to action through selection, meaning-making, and assumption — usually invisibly.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Most cross-functional fights are two people standing on rung 6 of different ladders, arguing about what's true.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

By the time you're certain, you've climbed seven rungs and forgotten the data at the bottom.

Examples

Everyday
  • Chris Argyris's framework popularized in Peter Senge's 'The Fifth Discipline.'
Modern (Organizational)
  • Most cross-functional fights are two people standing on rung 6 of different ladders, arguing about what's true.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Walk back down: what data did I select? what meaning did I add? what would change my conclusion?

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
Most cross-functional fights are two people standing on rung 6 of different ladders, arguing about what's true.
Amplifying Incentives
Most cross-functional fights are two people standing on rung 6 of different ladders, arguing about what's true.
Org Failure Modes
Most cross-functional fights are two people standing on rung 6 of different ladders, arguing about what's true.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Walk back down: what data did I select? what meaning did I add? what would change my conclusion?
Diagnostic Questions
  • Walk back down: what data did I select? what meaning did I add? what would change my conclusion?
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Walk back down: what data did I select? what meaning did I add? what would change my conclusion?
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-0427 · COG
Ladder of Inference
LORu10/10/10 RuleWL3-Way Life Optimizat…APAbilene ParadoxAbAbsent-MindednessAbAbstractionsADActon's DictumABActor-Observer BiasAQAdaptability Quotien…ABAdaptive BiasACAdaptive Challenge

Knowledge Graph Neighbors

Version History

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