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The Incentives Lab
HBT-COG-0167 · Dimension COG · Cognition

Competence

We seek tasks where we feel effective and improving.

Motivation·Concept·Grade C·draft· enriching…

Scientific Definition

We seek tasks where we feel effective and improving.

Plain-English Definition

We seek tasks where we feel effective and improving.

Feynman Explanation

Mastery is a drug with no comedown.

Core Principle

We seek tasks where we feel effective and improving.

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

Mastery is a drug with no comedown.

Examples

Everyday
  • Duolingo streaks work because progress is visible daily.
Modern (Organizational)
  • Promotions stall when people stop feeling competent in the new role.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Design feedback loops that make growth legible.

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
Copilots that show the human improving outperform ones that hide the work.
Amplifying Incentives
Promotions stall when people stop feeling competent in the new role.
Org Failure Modes
Promotions stall when people stop feeling competent in the new role.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Design feedback loops that make growth legible.
Diagnostic Questions
  • Design feedback loops that make growth legible.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Design feedback loops that make growth legible.
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
Copilots that show the human improving outperform ones that hide the work.
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-0167 · COG
Competence
CoCuCuriosityAcAccountabilityASAdverse SelectionAuAuthorityAwAweBLBalancing LoopBeBelongingCACollective Action Pr…COConflict of InterestCoContrast

Knowledge Graph Neighbors

Version History

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