Associations
Intelligence emerges from associations.
Communication matter becomes valuable because it connects with existing matter. Learning creates, strengthens, weakens, and reorganizes those associations.
Cognition
From Association to Intelligence
Communication matter becomes useful when it connects, gains organization and meaning, and can be searched and traversed under changing conditions.
Identity
Identity organizes communication.
Identity determines ownership, authority, governance, permissions, provenance, and continuity across communication spaces.
Meaning
Meaning is not transmitted directly. Meaning emerges from traversal.
Associations inside a communication graph shape interpretation. Different observers may construct different meaning from identical communication.
Search
Search is fundamentally constructive, not merely retrieval.
Directional cues guide reasoning toward relevant portions of a communication graph. In doing so, search constructs communication matter and reconstructs useful structures from what persists.
Reasoning
Reasoning is traversal through organized communication matter.
Rather than symbol manipulation alone, reasoning follows weighted paths through associations. Traversal changes with context, confidence, trust, goals, and prior communication.
Trust
Trust influences traversal.
Higher trust strengthens preferred reasoning paths, while uncertainty increases exploration and ambiguity. Trust changes as evidence, contradiction, provenance, and outcomes accumulate.
Maintenance
Biological and artificial intelligence require maintenance.
CFT conjectures that sleep—and potentially analogous AI maintenance—helps stabilize association graphs and preserve coherent reasoning over time.
Intelligence
Intelligence evolves through communication.
Every new experience creates communication matter. Every new association changes future reasoning. Intelligence therefore evolves continuously through communication, integration, traversal, and adaptation.