AIHacker Noonabout 7 hours ago
Decentralized AI Quality Layer Prototype Built
16 min read
A QA engineer built a Decentralized AI Quality Layer prototype in Python using SHA-256 fingerprints, Ed25519 signatures, median consensus, and a Streamlit dashboard. Three evaluator nodes with different policies produce signed attestations, with outlier detection flagging disagreement. The prototype runs locally, not on a blockchain.
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