@OpenLedger #openledger $OPEN

Most people are mispricing the operational cost inside OpenLedger because they keep focusing on AI liquidity while ignoring Proof of Attribution. Attribution sounds lightweight until every contribution path needs persistence validation and replayability across data models and agents. The resource burden is not inference. It is memory retention.

That changes participant behavior fast. Contributors stop optimizing for raw usefulness and start optimizing for traceable outputs because rewards depend on attribution survival. The network then inherits a subtle risk where measurable activity can outperform invisible value. OpenLedger survives this only if Proof of Attribution stays cheap enough to preserve contribution history without turning validation into a bottleneck. If attribution costs rise faster than contribution quality the protocol risks creating an economy where participants produce evidence first and intelligence second. That is the structural tension I keep watching because memory infrastructure often breaks before scaling infrastructure does.#OpenLedger