Scientific Definition
Database optimized for high-dimensional similarity search.
Plain-English Definition
Database optimized for high-dimensional similarity search.
Feynman Explanation
Search by meaning, not by keyword.
Core Principle
Database optimized for high-dimensional similarity search.
Mechanisms
Pending editorial review.
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Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Search by meaning, not by keyword.
Examples
- Pinecone, Weaviate, pgvector.
- Infrastructure for RAG and similarity systems.
Pending editorial review.
Famous Experiments
Pending editorial review.
Design Principles
- Don't over-build. Often pgvector is enough.
Measurement Approaches
Pending editorial review.
Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Don't over-build. Often pgvector is enough.
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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.
AI system that takes actions to achieve goals, often across tools.
Designing processes from scratch around AI capability.
The relationship between inputs and outputs changes.
How much input the model can process at once.
Underlying data distribution changes over time.
Vector representation of content for similarity and search.
Evaluation suites that no longer reflect real-world conditions.
Systematic testing of model quality, safety, and capability.
Models learning from examples in the prompt.
How much delay the user experience tolerates.
Train a smaller model to imitate a larger one.
Performance degradation as real-world data shifts.