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HBT-INC-0238 · Dimension INC · Incentives

Risk Avoidance Equilibrium

Punishing failure more than rewarding success kills the conditions for innovation.

Universal Pattern Perverse Pattern·Perverse Incentive·Grade C·draft· enriching…
In one paragraph

Risk Avoidance Equilibrium is punishing failure more than rewarding success kills the conditions for innovation. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0238, within the Universal Pattern Perverse Pattern family. The core principle: punishing failure more than rewarding success kills the conditions for innovation. 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

Punishing failure more than rewarding success kills the conditions for innovation.

Plain-English Definition

Punishing failure more than rewarding success kills the conditions for innovation.

Feynman Explanation

We praise the launch. We fire the launcher.

Core Principle

Punishing failure more than rewarding success kills the conditions for innovation.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Punishing failure more than rewarding success kills the conditions for innovation.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Asymmetric punishment-reward design predicts stagnation.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

We praise the launch. We fire the launcher.

Examples

Everyday
  • Innovation-starved big companies despite stated mandates.
Modern (Organizational)
  • Asymmetric punishment-reward design predicts stagnation.
Historical

Pending editorial review.

Lab Commentary

Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.

Why this element matters to incentive design

Most organizations meet this element as a personnel problem. It is not one. The mechanism underneath it is straightforward: punishing failure more than rewarding success kills the conditions for innovation. You can recognize it in the field by its signature: we praise the launch. We fire the launcher. Every element in the Incentives 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, asymmetric punishment-reward design predicts stagnation. It is amplified whenever asymmetric punishment-reward design predicts stagnation. Inside organizations that shows up as asymmetric punishment-reward design predicts stagnation. 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 failure tolerance for well-formed bets. Portfolio review. The test of any redesign here is simple: after the change, can you name what the organization is now doing less of? If not, the payoff structure did not actually move.

Famous Experiments

Pending editorial review.

Design Principles

  • Failure tolerance for well-formed bets. Portfolio review.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
4 / 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
Asymmetric punishment-reward design predicts stagnation.
Amplifying Incentives
Asymmetric punishment-reward design predicts stagnation.
Org Failure Modes
Asymmetric punishment-reward design predicts stagnation.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Failure tolerance for well-formed bets. Portfolio review.
Diagnostic Questions
  • Failure tolerance for well-formed bets. Portfolio review.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Failure tolerance for well-formed bets. Portfolio review.
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-INC-0238 · INC
Risk Avoidance Equilibrium
RAAPAnnual Performance R…CLCampbell's LawCOCharity Overhead TrapCOCharity Overhead Tra…CECobra EffectEMEfficiency MonocultureFLFederal Land Exchang…GLGoodhart's LawHDHyper-Specialization…LOLocal-Optimum Optimi…

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Where Risk Avoidance Equilibrium is cited in the corpus

Questions about Risk Avoidance Equilibrium

What is Risk Avoidance Equilibrium?
Risk Avoidance Equilibrium is punishing failure more than rewarding success kills the conditions for innovation. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0238, within the Universal Pattern Perverse Pattern family. The core principle: punishing failure more than rewarding success kills the conditions for innovation. 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 Risk Avoidance Equilibrium?
Asymmetric punishment-reward design predicts stagnation. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0238).
How is Risk Avoidance Equilibrium exploited?
Asymmetric punishment-reward design predicts stagnation.
How do you design around Risk Avoidance Equilibrium?
Failure tolerance for well-formed bets. Portfolio review.
Which behavioral dimension does Risk Avoidance Equilibrium belong to?
Risk Avoidance Equilibrium is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Universal Pattern Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0238 and its evidence grade is C.

Version History

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