Episode Details

This story was originally published on HackerNoon at: https://hackernoon.com/why-ai-governance-needs-a-decentralized-quality-assurance-layer.
A QA professional's perspective on AI governance, trust, transparency, and why better testing matters as AI becomes part of everyday life.
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The authors built a working prototype for decentralized AI quality assurance where multiple evaluator nodes independently score the same test, sign their results with Ed25519 keys, and pass verified attestations into a consensus layer. The system also exposes evaluator disagreement, detects tampering, and records each quality decision in an auditable ledger.