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title: Sophía FAQ¶

Sophía — Frequently Asked Questions¶

Is my data public on the blockchain?
No. Only privacy‑preserving commitments and metadata appear on‑chain. Sensitive content remains encrypted or off‑chain with access controls.

How do I earn?
Contribute explainable artifacts (labels, rules, policies, playbooks). When others consume artifacts tied to your NFT, smart contracts route fees/royalties to your wallet.

What if multiple people contribute?
NFTs can encode co‑authorship splits. Lineage records allow proportional attribution when derivative versions are used.

Can organizations participate?
Yes. Teams can hold NFTs, define internal revenue‑share policies, and manage licensing.

How does this relate to ecOS guardrails?
STRIDE enforces local policy decisions; Sophía ensures contributors to those policies receive credit and value.