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seraphim
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Reference implementation of the Spiral–HDAG–Coupling architecture. It combines a verifiable ledger, a tensor-based Hyperdimensional DAG, and Time Information Crystals to provide a new kind of memory layer for Machine Learning. With integrated Zero-Knowledge ML, the system enables trustworthy, auditable, and privacy-preserving AI pipelines.
machine-learning ai data-storage blockchain ml ledger artificial-intelligence saturn crystal-structure cognition aion zero-knowledge sota high-dimensional seraphim 5d invariant-manifold auditability synthetic-cognition
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Sep 29, 2025 - Python
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