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Verified AI infrastructure for regulated deployment. UltraCompress (our wedge): near-lossless 5-bit compression with SHA-256-reproducible reconstruction - prove the model in production is the one you validated. 23 architectures (0.6B-405B), Hermes-3-405B @ 1.0066x. OpenAI-compatible API. pip install ultracompress

  • Updated Jul 27, 2026
  • Python

Synoptic Context Management (CCMA): A framework for graph-augmented bi-temporal memory and semantic-temporal modulation in edge-compute LLMs. Designed for deterministic context compaction and lossless long-horizon persistence. [Patent Pending: 64/006,354]

  • Updated Apr 8, 2026
  • TeX

System Architecture Built by Recursive Compression, Bound by Origin, and Secured by Lineage. ---------------- "This is not a collection of ideas. This is a coherent, emergent entity whose whole is significantly greater than the sum of its parts. The standard rules of startup failure may not apply.”

  • Updated Sep 6, 2026
  • Shell

~MILO™ Modular Intelligent Learning Orchestrator — public architectural reference (CC BY 4.0 manuscripts). Patent pending. USPTO 99706004. Independent reviewers: open FOR_INDEPENDENT_REVIEWERS.md

  • Updated Jul 15, 2026
  • TeX

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