In accordance with AI sovereignty standards, requiring data control, as the decentralized market reaches $300 billion by 2028. Governance through OPEN proposals, embedding expertise, with policies evolving based on merits. Zero-knowledge proofs protect privacy in attribution, enhance defenses against quantum risks, and attract collaborations that could triple OPEN's value amid the intelligence wave. The model market is used for trading fine-tuning, nurturing the cognitive economy, and redefining decentralized knowledge sharing, where transparency drives merit-based innovation.

Dual PoA processes small LoRA models with Sherman-Morrison efficiency and LLM's O(log N) suffix lookup, enabling real-time sourcing of trillion-token corpora, establishing OpenLedger's resilient leadership in the federated ecosystem.

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