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The Incentives Lab
HBT-SOC-0012 · Dimension SOC · Social

Exponential Strategy

Designing organizations to ride doubling curves — AI, data, compute, biotech — rather than linear improvement.

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

Scientific Definition

Designing organizations to ride doubling curves — AI, data, compute, biotech — rather than linear improvement.

Plain-English Definition

Designing organizations to ride doubling curves — AI, data, compute, biotech — rather than linear improvement.

Feynman Explanation

Linear plans in exponential markets are just slow-motion failure.

Core Principle

Designing organizations to ride doubling curves — AI, data, compute, biotech — rather than linear improvement.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Designing organizations to ride doubling curves — AI, data, compute, biotech — rather than linear improvement.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Capital allocation that bets on curve-rides instead of optimization.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Linear plans in exponential markets are just slow-motion failure.

Examples

Everyday
  • Singularity University and XMBA frame strategy around 10x targets, not 10% targets.
Modern (Organizational)
  • Capital allocation that bets on curve-rides instead of optimization.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Ask of every initiative: 'Which exponential technology bends our cost curve?'

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 that bets on curve-rides instead of optimization.
Amplifying Incentives
Capital allocation that bets on curve-rides instead of optimization.
Org Failure Modes
Capital allocation that bets on curve-rides instead of optimization.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Ask of every initiative: 'Which exponential technology bends our cost curve?'
Diagnostic Questions
  • Ask of every initiative: 'Which exponential technology bends our cost curve?'
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Ask of every initiative: 'Which exponential technology bends our cost curve?'
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-SOC-0012 · SOC
Exponential Strategy
ESBSBarbell StrategyBGBehavioral Game TheoryBGBlotto GamesCoCooperationGTGame TheoryPDPrisoner's DilemmaSMStrategy MapTFTit for TatViVision-Strategy-Tact…ZGZero-Sum Game

Knowledge Graph Neighbors

Version History

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