2026-01-14 12:41:27

Scaling decentralized AI requires cracking two critical challenges: reliable data supply and verifiable attribution on-chain. The combination of community-driven data networks with transparent blockchain ownership layers offers a compelling solution. By integrating distributed data protocols with on-chain provenance tracking, projects are making AI development more transparent and accountable. This approach enables contributors to maintain genuine ownership of their data while ensuring the entire ecosystem benefits from improved data quality and security.

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Layer2Arbitrageur

· 4h ago

ngl, the gas costs to track attribution on-chain are gonna destroy your unit economics unless you're batching calldata like crazy. where's the actual margin analysis here?

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