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content-addressing

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Prove `k(I)=t`. A general-purpose framework for proving any transformation produces its canonical truth object. The substrate is opaque to domain; any verifiable proposition gets a 64-byte content-addressed name. Evidence is a proofchain: signed, locally verifiable. A blockchain carries state transitions; a proofchain carries formal proofs.

  • Updated Jun 10, 2026
  • Rust

Immutable checkpoint storage for ML training pipelines. Kernel-level protection, anomaly detection, score-gated rollback, and self-healing recovery. Built in Rust.

  • Updated Apr 4, 2026
  • Rust

CoreLangDistribution 2.0 is an experimental cost-aware update distribution planner using chunking, content reuse, object-store workflows and transparent benchmarks to reduce warm-update transfer in high-reuse release, CI/CD, game, data and model delivery scenarios.

  • Updated Jun 9, 2026
  • Python

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