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The Incentives Lab
HBT-IDN-0019 · Dimension IDN · Identity

Pro-Innovation Bias

Assuming new technology will be adopted faster and more usefully than it will.

Belief Bias·Cognitive Bias·Grade B·draft· enriching…

Scientific Definition

Assuming new technology will be adopted faster and more usefully than it will.

Plain-English Definition

Assuming new technology will be adopted faster and more usefully than it will.

Feynman Explanation

The future is here — just not in any department that has to actually use it.

Core Principle

Assuming new technology will be adopted faster and more usefully than it will.

Mechanisms

Psychological

Assuming new technology will be adopted faster and more usefully than it will.

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

The future is here — just not in any department that has to actually use it.

Examples

Everyday
  • An exec promises full AI rollout by Q3; the field hasn't been told yet.
Modern (Organizational)
  • Investment pacing decoupled from adoption reality.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Plan adoption curves bottom-up, not top-down. Pilot before pronouncing.

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
AI strategy delivered to the board before HR or ops have been consulted.
Amplifying Incentives
Investment pacing decoupled from adoption reality.
Org Failure Modes
Investment pacing decoupled from adoption reality.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Plan adoption curves bottom-up, not top-down. Pilot before pronouncing.
Diagnostic Questions
  • Plan adoption curves bottom-up, not top-down. Pilot before pronouncing.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Plan adoption curves bottom-up, not top-down. Pilot before pronouncing.
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
AI strategy delivered to the board before HR or ops have been consulted.
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-IDN-0019 · IDN
Pro-Innovation Bias
PBACAvailability CascadeBEBackfire EffectBPBelief PerseveranceCBConfirmation BiasCBConservatism BiasJHJust-World HypothesisSRSemmelweis ReflexSBSurvivorship BiasSJSystem JustificationBBBias Blind Spot

Knowledge Graph Neighbors

Version History

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