What keeps pulling me back is the idea that @OpenLedger contributors are not depositing capital they are depositing expertise.
A finance contributor, a medical annotator, a niche researcher their inputs move through validation, attach to models, then stay traceable when those models get used.
That creates a different loop.
Capital earns because it sits in liquidity pools.
Knowledge could earn because it stays active inside AI outputs.
The tension is that reward farmers can still optimize quantity, while domain contributors depend on long term reuse for value capture.
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