The QIS Economic Model: How Value Flows in a Quadratic Network

Article #010 in the Understanding QIS series Most distributed protocols solve the wrong economic problem. Blockchain networks centralize revenue extraction — tokens, gas fees, validator rewards — then dress the extraction in decentralization language. Federated Learning distributes the cost of training (every participant burns compute and bandwidth) but centralizes the value (one organization keeps the trained model). In both cases, the economic model and the technical architecture are separate layers bolted together. QIS is structurally different. In a QIS network, value IS the outcome routing , and it compounds as a mathematical function of the number of participants. There is no separate token layer. There is no platform fee. There is no central aggregator capturing margin. The economic engine is the architecture itself — and the architecture produces value quadratically, not linearly. Every node that joins a QIS network does not just add one unit of contribution. It creates N new s