Multi-agent distributed collaboration is the future of AI intelligence:

The most powerful artificial intelligence is indeed not a single entity, but a collaboration of distributed intelligent agents!
This conclusion is based on:
Inevitability of mathematical necessity: The limitation of focus.
Empirical support: Successful models of human civilization and biological systems
Technological Trends: The Current Trajectory of AI Development
Theoretical Derivation: Derivation of Complexity Theory and Information Theory
But this does not imply the limitations of singular intelligence, but rather:
Simple task: More efficient monomer
Complex tasks: Collaboration is irreplaceable
Future Form: A Hybrid Architecture of Singleton + Collaboration
A true breakthrough will occur when distributed intelligent agent collaboration systems can autonomously form, autonomously optimize, and autonomously evolve. We will witness the birth of AI collective intelligence that surpasses human civilization.
This is not science fiction, but an inevitable trend based on first principles!