Scientific Definition
Documentation of model purpose, performance, limitations, and risks.
Plain-English Definition
Documentation of model purpose, performance, limitations, and risks.
Feynman Explanation
Nutrition labels for AI.
Core Principle
Documentation of model purpose, performance, limitations, and risks.
Mechanisms
Pending editorial review.
Pending editorial review.
Pending editorial review.
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Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Nutrition labels for AI.
Examples
- Standard practice from major model providers.
- Required for responsible enterprise deployment.
Pending editorial review.
Famous Experiments
Pending editorial review.
Design Principles
- Maintain model cards for every production system.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Maintain model cards for every production system.
Pending editorial review.
Pending editorial review.
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.
Written rules about how AI may be used internally.
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.
Cryptographic tracking of content origin.
Tracking where training and inference data came from.
Comprehensive AI regulation in the EU.
Why did it produce this? vs. How does it work?
Human review at critical AI decision points.
Human oversight without per-decision review.