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The Incentives Lab
HBT-COG-0006 · Dimension COG · Cognition

Accountability

Clear ownership of outcomes, not just tasks.

Organizational·Concept·Grade C·draft· enriching…

Scientific Definition

Clear ownership of outcomes, not just tasks.

Plain-English Definition

Clear ownership of outcomes, not just tasks.

Feynman Explanation

Shared accountability is the original euphemism for nobody's.

Core Principle

Clear ownership of outcomes, not just tasks.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Pending editorial review.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Shared accountability is the original euphemism for nobody's.

Examples

Everyday
  • A RACI matrix that assigns one 'A' (accountable) per row works; two doesn't.
Modern (Organizational)
  • Accountability gaps appear at every team boundary; close them explicitly.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Name one accountable owner before launching anything.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★☆☆☆
Intervention Confidence
2 / 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
AI-assisted decisions blur accountability between human and model.
Amplifying Incentives
Accountability gaps appear at every team boundary; close them explicitly.
Org Failure Modes
Accountability gaps appear at every team boundary; close them explicitly.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Name one accountable owner before launching anything.
Diagnostic Questions
  • Name one accountable owner before launching anything.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Name one accountable owner before launching anything.
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
AI-assisted decisions blur accountability between human and model.
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-0006 · COG
Accountability
AcRCRole ClarityASAdverse SelectionAuAuthorityAwAweBLBalancing LoopBeBelongingCACollective Action Pr…CoCompetenceCOConflict of InterestCoContrast

Knowledge Graph Neighbors

Version History

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