Scientific Definition
Augmentation strategy vs. substitution strategy.
Plain-English Definition
Augmentation strategy vs. substitution strategy.
Feynman Explanation
Coach increases the median. Replacement raises the floor.
Core Principle
Augmentation strategy vs. substitution strategy.
Mechanisms
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Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
Coach increases the median. Replacement raises the floor.
Examples
- Doctors with AI outperform AI alone in many domains.
- Strategic positioning of AI in workflows.
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Famous Experiments
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Design Principles
- Choose deliberately. Don't drift between them.
Measurement Approaches
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Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Choose deliberately. Don't drift between them.
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Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Stages of organizational AI capability.
AI strategy = decisions about which capabilities to build and where.
Augment when judgment matters. Automate when scale matters.
Strategic choice on AI capability sourcing.
AI capability outpacing organizational ability to use it.
Specialized training on domain data.
Open-weight vs. API-only models.
Concentration risk on a single AI provider.
Operating economics shaped by per-token pricing.
Written rules about how AI may be used internally.
Innovators → early adopters → majority → laggards, AI-specific.
AI system that takes actions to achieve goals, often across tools.