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The Incentives Lab
HBT-COG-0677 · Dimension COG · Cognition

Transparency

Visible information about decisions, processes, and tradeoffs.

Ethics·Concept·Grade C·draft· enriching…

Scientific Definition

Visible information about decisions, processes, and tradeoffs.

Plain-English Definition

Visible information about decisions, processes, and tradeoffs.

Feynman Explanation

Sunlight is a feature; surveillance is a bug; tell them apart.

Core Principle

Visible information about decisions, processes, and tradeoffs.

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

Sunlight is a feature; surveillance is a bug; tell them apart.

Examples

Everyday
  • Open salary bands reduce attrition more than incremental raises.
Modern (Organizational)
  • Selective transparency erodes faster than no transparency at all.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Default to disclosure; redact for cause, not by habit.

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
Model cards and audit logs build trust the marketing copy can't.
Amplifying Incentives
Selective transparency erodes faster than no transparency at all.
Org Failure Modes
Selective transparency erodes faster than no transparency at all.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Default to disclosure; redact for cause, not by habit.
Diagnostic Questions
  • Default to disclosure; redact for cause, not by habit.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Default to disclosure; redact for cause, not by habit.
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
Model cards and audit logs build trust the marketing copy can't.
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-0677 · COG
Transparency
TrCOConflict of InterestJuJusticeAcAccountabilityASAdverse SelectionAuAuthorityAwAweBLBalancing LoopBeBelongingCACollective Action Pr…CoCompetence

Knowledge Graph Neighbors

Version History

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