adminHow programmable usage caps could limit impressions, generations or revenue scope for creator AI licenses without turning every generation into an on-chain transaction.
A model for portable consent receipts that prove a digital twin’s rights to use likeness, voice or content without moving the underlying private data.
Why autonomous agents need signed action receipts that connect wallet permissions, tool calls and human policy to each transaction.
adminA practical architecture for recording contributor rights, generation events and payout calculations in multi-creator AI collaborations.
How zero-knowledge proofs could let AI social platforms verify age, membership or eligibility without publishing the user’s underlying identity data.
How AI social platforms can verify fan membership and access rights with privacy-preserving credentials instead of public identity records.
adminHow creator AI marketplaces can combine automated smart-contract payouts with refunds, disputes and off-chain reconciliation.
A data model for portable AI social profiles that separates public identity, credentials, preferences and private relationship memory.
adminA practical model for signed licensing receipts that prove which likeness, voice and commercial uses were authorized for creator AI.
How delegated wallet permissions can limit what AI agents spend, sign and access without exposing a user’s primary private key.
