ECS for Unity with full game state automatic rollbacks

Providing reproducibility in deep learning frameworks

Intuitive concurrent programming in any language

Convex component for durably executing workflows.

When the stakes are high, intelligence is only half the equation - reliability is the other ⚠️

A determinizing tracer using Ptrace

Xronos revolutionizes robotics software — enabling reproducible behavior, timing control, and rapid root cause analysis through built-in observability.

The first open-source implementation blueprint for Intelligent AI Delegation. A deterministic runtime (DIR) and architecture for Responsibility-Oriented Agents (ROA) to bridge the gap between LLM reasoning and safe, auditable production execution.

Deterministic Simulation using ROS 2

Experimental pedagogy: I don't teach, I learn and document along the way. Anyone can join.

UE5 Deterministic math library (fixed point)

Determinism: Bit-identical outputs under identical inputs, configuration, and execution environment.

My journey to understand the meaning of life, consciousness, and free will

Deterministic Prompt Enhancement with customization, Claude Code Skill | https://www.scuffedepoch.com | https://www.oragenai.com | ORANGE TEAM

Quasi-determinism screening for fast Bayesian Network Structure Learning (from T.Rahier's PhD thesis, 2018)

Cognitive commitment engine with constitutional safety. Watches your messages for promises ('I'll send that Monday'), remembers them, and follows up without judgment. Goes quiet when you're depleted. Deterministic core (Patent P1) + optional Claude Opus 4.7 nuance.

Bit-exact, cross-hardware deterministic matrix multiplication using Q16.16 fixed-point arithmetic and SHA-256 verification. Provides identical AI inference results across NVIDIA GPUs, CPUs, and OSs. Essential for ZK-ML, Fintech, and AI Safety. Includes a PyTorch drop-in replacement, API and GPT-2 demo.

Deterministic Simulation Testing in Go

Deterministic Agent Control via Geometric Latent Space. An LLM-driven Lattice VM (Rust/WASM) that compiles natural language intent into verifiable assembly, eliminating execution hallucination.

omphalOS is an investigation platform for high-stakes analytical work — originally built for the U.S. Bureau of Industry and Security.