I just realized something about openledger's provenance model that i think most people gloss over...
there's a difference between a protocol that claims your model's training history is recorded and one that actually lets you go verify it yourself. independently. without asking anyone for permission.
openledger's verifiable provenance is the second thing. every data source that touched a model recorded on-chain. anyone can audit the full training history of any model deployed on the network. not a summary. not a dashboard someone curated. the actual on-chain record.
what quietly gets me is what that changes for trust. right now when you use an AI output you're essentially taking the developer's word for what trained it. with on-chain provenance that trust assumption disappears... you dont need to trust the developer because the chain shows you the receipts. 🔍
honestly, i think the harder question is whether "anyone can verify" actually means anyone will... or whether provenance just becomes another feature that exists on paper but nobody has the tools or time to actually use??