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The Incentives Lab
HBT-COG-0457 · Dimension COG · Cognition

Margin of Safety

Build buffers so small mistakes don't become fatal.

Risk·Mental Model·Grade B·draft· enriching…

Scientific Definition

Build buffers so small mistakes don't become fatal.

Plain-English Definition

Build buffers so small mistakes don't become fatal.

Feynman Explanation

Plans should survive their own author being wrong about something.

Core Principle

Build buffers so small mistakes don't become fatal.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Build buffers so small mistakes don't become fatal.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Capital allocation and downside protection in strategy.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Plans should survive their own author being wrong about something.

Examples

Everyday
  • Buffett buying companies at a discount to intrinsic value.
Modern (Organizational)
  • Capital allocation and downside protection in strategy.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Sized so that the most likely error case is still survivable.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 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
Capital allocation and downside protection in strategy.
Amplifying Incentives
Capital allocation and downside protection in strategy.
Org Failure Modes
Capital allocation and downside protection in strategy.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Sized so that the most likely error case is still survivable.
Diagnostic Questions
  • Sized so that the most likely error case is still survivable.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Sized so that the most likely error case is still survivable.
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-COG-0457 · COG
Margin of Safety
MOAEAmbiguity EffectCECertainty EffectCVConvexity vs. Concav…DSDark Side of InfluenceDADread AversionMLMyopic Loss AversionPOPoint of No ReturnPEPossibility EffectPNProbability NeglectRCRisk Compensation

Knowledge Graph Neighbors

Version History

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