Is there a central or cosmic knowledge system? While unproven scientifically in terms of a strict "central database," distinct viewpoints suggest deep principles of underlying connection:
- Scientific View: Knowledge emerges from interaction + natural selection. Patterns routinely appear because basic physics constrains possibilities. (e.g., Eyes evolved independently multiple times).
- Systems Theory Perspective: Ideas evolve through societies via network effects. Intelligence is a collective mechanism.
- Philosophical Interpretations: Interpretations point to a "Universal consciousness" or Carl Jung's "Collective unconscious," echoing human feelings of vast connectedness.
What connects these seemingly disparate views? The realization that:
Intelligence is not located inside an individual.
It is an emergent property created from:
- The Physical Body
- The Surrounding Environment
- The Embedded Society
- Continually flowing History and Evolution
- Complex Interaction
This entire concept is known as Distributed or Embodied Intelligence.
Early AI researchers mistakenly assumed that greater intelligence merely meant a larger model size (a bigger brain). Current trends reveal a profound realization:
✅ Intelligence = System + Environment + Tools + Memory + Feedback
This shift perfectly aligns with the adoption of MoE (specialization), Agentic systems (acting in the world), RAG (external memory), and Multi-Agent structures (social intelligence). Consequently, artificial intelligence is transitioning from massive, isolated brains into highly intertwined ecosystems.
Previous: 05_Architecture_Stages.md | Next: 07_Agentic_and_MultiAgent.md