Hash-Chain Integrity for Distributed Conversation Logs

Short summary

A 23-year-old researcher presents The Anticloud, a local-first AI infrastructure combining hash-chain cryptography, Merkle trees, and Ed25519 signatures to enable privacy-preserving distributed conversation logs that operate entirely offline without cloud or API exposure. The system runs on a single machine and never requires data extraction. All components are open-source and backed by published research papers.

• •Local-first AI infrastructure operates entirely offline without cloud dependency
• •Uses hash-chain cryptography and Merkle trees for tamper-evident conversation logs
• •All components open-source and backed by published research papers

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