Transparency is visible information about decisions, processes, and tradeoffs. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0677, within the Ethics family. The core principle: visible information about decisions, processes, and tradeoffs. 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
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
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Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
Sunlight is a feature; surveillance is a bug; tell them apart.
Examples
- Open salary bands reduce attrition more than incremental raises.
- Selective transparency erodes faster than no transparency at all.
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Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
This element is common enough to feel like human nature and specific enough to be engineered around. The mechanism underneath it operates in the Cognition dimension — how do we think?. You can recognize it in the field by its signature: sunlight is a feature; surveillance is a bug; tell them apart. 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, model cards and audit logs build trust the marketing copy can't. It is amplified whenever selective transparency erodes faster than no transparency at all. Inside organizations that shows up as selective transparency erodes faster than no transparency at all. 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 default to disclosure; redact for cause, not by habit. The leverage is not in explaining the behavior to people. It is in changing what the behavior earns.
Famous Experiments
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Design Principles
- Default to disclosure; redact for cause, not by habit.
Measurement Approaches
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Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Default to disclosure; redact for cause, not by habit.
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Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Competing loyalties that compromise judgment.
Perceived fairness of outcomes, process, and treatment.
Clear ownership of outcomes, not just tasks.
Asymmetric information attracts the worst counterparties.
We defer to perceived expertise, rank, or uniform.
Vastness that exceeds existing schemas dissolves the self briefly.
Negative feedback returns a system toward a target.
Membership in a group is a baseline human need.
Individually rational choices that produce a collectively bad outcome.
We seek tasks where we feel effective and improving.
Value is judged against whatever sits next to it.
Outcomes depend on aligning choices, not on who 'wins.'
Where Transparency is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Transparency
- What is Transparency?
- Transparency is visible information about decisions, processes, and tradeoffs. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0677, within the Ethics family. The core principle: visible information about decisions, processes, and tradeoffs. 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 Transparency?
- Selective transparency erodes faster than no transparency at all. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0677).
- How is Transparency exploited?
- Model cards and audit logs build trust the marketing copy can't.
- How do you design around Transparency?
- Default to disclosure; redact for cause, not by habit.
- Which behavioral dimension does Transparency belong to?
- Transparency is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Ethics", class "Concept". Its permanent identifier is HBT-COG-0677 and its evidence grade is C.