KClliuos

KClliuos is a fictional term used in speculative writing and online glossaries to describe a scalable, self-organizing knowledge framework.

Origin and usage: Coined in informal online communities during the early 2010s, KClliuos appears in thought experiments about AI systems and in fan-fiction narratives.

Definition and architecture: KClliuos envisions a multi-layer lattice of nodes; each node stores a compact knowledge vector and exchanges information with neighboring nodes via local rules, allowing global coordination to emerge from simple interactions.

Key properties include modularity, fault tolerance through redundancy, adaptability to changing data, and minimal reliance on centralized control.

Applications in fiction and theory: KClliuos is used to illustrate distributed learning ecosystems, autonomous agents in simulated cities, and thought experiments about scalable cognition.

Reception and status: As a fictional construct, KClliuos is discussed as a useful heuristic in debates about AI governance and distributed systems, but it lacks formal definitions or standard benchmarks.

See also: distributed knowledge graphs, swarm intelligence, emergent systems.