What is OpenLedger (OPEN)?

Deep Dive

1. Purpose & Value Proposition

OpenLedger addresses core issues in today's centralized AI landscape: lack of transparency, invisible contributors, and unfair monetization. Its foundational innovation is Proof of Attribution, a system that records the lineage of every dataset and AI model on-chain (Openledger). This enables verifiable credit and automated, real-time rewards for data providers and model builders, aiming to make AI development accountable and economically fair.

2. Technology & Architecture

The platform is structured around a specialized three-layer stack for the AI lifecycle:

• Datanets: Decentralized networks where communities contribute, validate, and curate domain-specific datasets (e.g., finance, legal).
• ModelFactory: A no-code interface that lets users fine-tune AI models using data from Datanets in a transparent, auditable way.
• OpenLoRA: A serving layer that runs thousands of fine-tuned models efficiently, reportedly reducing deployment costs by up to 99% (Openledger).

3. Ecosystem & Token Utility

The OPEN token is the native asset powering this ecosystem. Its utilities are deeply integrated: it's used for paying network gas fees, distributing Proof of Attribution rewards, and covering costs for model training, deployment, and inference. Token holders also participate in the platform's decentralized governance, shaping its future development.

Conclusion

OpenLedger is fundamentally an infrastructure project that merges blockchain's trust layer with AI development to create a verifiable and participatory intelligence economy. How effectively can its Proof of Attribution mechanism scale to handle the vast, complex data flows required for mainstream AI adoption?