Project / swarm intelligence
Creonix
A decentralised swarm AI prototype with distributed memory, trust scores and rewards for useful work.
- Role
- Author & developer
- Status
- Prototype
- Language
- Python
- Architecture
- P2P · FAISS
01 / Idea
A swarm that computes and remembers.
Creonix models a network without a single centre. Each node can hold a shard of shared knowledge, exchange fragments and participate in answering queries.
02 / Mechanism
Trust, forgetting and knowledge reconstruction.
Every knowledge item has a trust score. Unused information may decay, be archived or reduced to a lightweight representation, then reconstructed locally, through peer nodes or from an external source when needed again.
03 / Incentive
Reward useful participation rather than idle energy use.
Proof of Useful Work measures contributions to query resolution, inference, knowledge transfer and memory. A related ephemeral participation unit explores value tied to a node’s active presence.
Materials
Private prototype
The concept is public; the source code remains private at this stage.