Scientific Definition
Teams built around AI from day one vs. teams adding it to existing workflows.
Plain-English Definition
Teams built around AI from day one vs. teams adding it to existing workflows.
Feynman Explanation
Augmented teams adopt. Native teams reinvent.
Core Principle
Teams built around AI from day one vs. teams adding it to existing workflows.
Mechanisms
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Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
Augmented teams adopt. Native teams reinvent.
Examples
- Insurgent startups vs. incumbent enterprises.
- Competitive dynamics shifting.
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Famous Experiments
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Design Principles
- Some workflows demand native rebuild. Some accept augmentation. Decide per case.
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.
- Some workflows demand native rebuild. Some accept augmentation. Decide per case.
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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.
Scarce AI talent commands market-distorting compensation.
Investing in workforce transition vs. workforce change.
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.
When the agent acts, who's responsible?
Augmentation strategy vs. substitution strategy.
Logging of AI inputs, outputs, and decisions.
Inventory of models, data, tools, and dependencies in an AI system.
Tracing AI components for risk and compliance.
Cross-functional governance body for AI decisions.
Agents deployed before anyone owns the consequences.