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deterministic-systems

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Deterministic, replay-safe quantum error correction and covenant runtime architecture for LDPC / QLDPC systems, integrating topology-aware diagnostics, formal control sequencing, fixed-function compute lanes, bounded governance layers, parallel workload partitioning, and hardware replay verification.

  • Updated Apr 14, 2026
  • Python

PRoTECT is an open-source software tool, with a user-friendly GUI, for the purposes of formal verification using polynomial-type barrier certificates for safety specifications. PRoTECT can handle discrete-time stochastic systems, continuous-time stochastic systems, discrete-time deterministic systems and continuous-time deterministic systems.

  • Updated Mar 17, 2026
  • Python

IEE is a native C++ system runtime that converts live OS/application state into a deterministic, queryable, and executable intent layer. It is built as an execution substrate and control plane, not a UI product.

  • Updated Apr 8, 2026
  • C++

SMALL (Schema, Manifest, Artifact, Lineage, Lifecycle) is a formal execution state protocol that makes AI-assisted work legible, deterministic, and resumable by separating durable state from ephemeral execution.

  • Updated Apr 1, 2026
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carl

Coherence-Aware Reinforcement Learning (CARL) - breakthrough LLM post-training and test-time training paradigm. carl builds the world's most advanced and intelligent agent systems that are a step change over current gen agents

  • Updated Apr 13, 2026
  • Python

Deterministic local-first AI operator runtime with receipts, replay, rollback, ranked memory, llamafile CPU driven execution, swappable intelligence cognition core, and sandboxed self-improvement.

  • Updated Apr 12, 2026
  • Python

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