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Zero knowledge proofs + blockchain stream payments + IPFS or similar based storage with encryption and incentive mechanisms. Its still outside the overton wind
by meowkit 1y ago
Zero knowledge proofs + blockchain stream payments + IPFS or similar based storage with encryption and incentive mechanisms.
Its still outside the overton window (especially on HN), but the only way that I’ve seen where we can get the benefits of big data and maintain privacy is by locking the data to the user and not aggregating it in all these centralized silos that then are incentivized to build black markets around that data.
- warkdarrior 1y agoHow do you apply ZKPs to ChatGPT queries?
- NoImmatureAdHom 1y agoAs far as cryptographic solutions go: what would be ideal is homomorphic encryption, where the server can do the calculations on data it can't decrypt (your query) and send you something back that only you can decrypt. Assuming that's unworkable, we could still have anonymity via cryptocurrency payments for tokens (don't do accounts) + ipfs or tor or similar. You can carry around your query + answer history with you.