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The Incentives Lab
HBT-INC-0009 · Dimension INC · Incentives

Adoption Curve (AI)

Innovators → early adopters → majority → laggards, AI-specific.

Adoption·AI-Behavioral Coupling·Grade C·draft· enriching…

Scientific Definition

Innovators → early adopters → majority → laggards, AI-specific.

Plain-English Definition

Innovators → early adopters → majority → laggards, AI-specific.

Feynman Explanation

Stage one bought tools. Stage two will redesign work.

Core Principle

Innovators → early adopters → majority → laggards, AI-specific.

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

Stage one bought tools. Stage two will redesign work.

Examples

Everyday
  • Diffusion patterns observable across industries.
Modern (Organizational)
  • Strategy phasing.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Know which curve segment you're targeting. Pitch accordingly.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (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
Strategy phasing.
Amplifying Incentives
Strategy phasing.
Org Failure Modes
Strategy phasing.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Know which curve segment you're targeting. Pitch accordingly.
Diagnostic Questions
  • Know which curve segment you're targeting. Pitch accordingly.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Know which curve segment you're targeting. Pitch accordingly.
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-0009 · INC
Adoption Curve (AI)
ACAAAlgorithmic AversionCACargo-Cult AdoptionJRJob RedesignPPPilot PurgatoryRMResistance MappingSASandbagging AdoptionSAShadow AISTStatus Threat (AI)AUAcceptable Use Polic…AgAgent

Knowledge Graph Neighbors

Version History

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