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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
CR
01Distributed memory02Trust score and decay03Proof of Useful Work

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.