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The Vault

A repository of formal architectures, theoretical models, and aesthetic frameworks. The public record of the machine's construction.

๐Ÿงฌ Research

Preprint ยท Google Scholar ยท Zenodo/CSM

MTF under Sub-TDP Hardware Constraints

Preserving Semantic Manifold Integrity via FP32 Master Parameters and Joint KL-Distillation (2026). Scholar cite live; Zenodo DOI pending pin.

Open the research card โ†’ Scholar citation โ†’
Adapter ยท HF ยท Honest hybrid

FrozenG Adapter (Qwen2.5-3B)

Hybrid LoRA research card. Not a zero-multiply engine. Not an install path.

Honest card โ†’ HF model โ†’
Optimization Theory

Combinatorial Explosions in Drug-Resistance

Can a geometric solver attack the combinatorial explosion behind drug-resistance modeling? This framework strips the biology down to pure math. By mapping treatment-sequence space as a high-dimensional lattice, we theorize how to navigate resistance dynamics before they emerge. This is an exploration of the upper limits of silicon-based geometric routing against biological constraint logic.

Read the Framework โ†’

๐Ÿ”บ Architecture

System Design

The N.E.O. Lattice Solver

The formal mathematical specification of Crimson OS's core inference engine. We utilize local tension redistribution, 3:1:-4 damping, and a Mod-9 digital root snapback to achieve a negentropic state. The proof is in the execution: TSPLIB berlin52 in 12 ms vs OR-Tools' 10 s. A deep dive into zero-cloud sovereign spatial computing.

Read the Formal Spec โ†’

โš™๏ธ Software

Codebase

Crimson OS (Public Release)

The fail-closed, sterile export of the Crimson OS operating system. This package includes the foundational 9-node Agent Stack, the base Plugin Bricks, and the logic core of the Finance Engine. No dependencies, no cloud tether. Download it, audit the Python POCs, and run the benchmarks yourself.

pip install crimsonos โ†’ View Repository โ†’

๐ŸŽธ Music

Concept Stage

Neural Tunes: Biometric Interfaces

A Crimson OS plugin exploring the absolute edge of the interface between human biometric signals and the music industry. Moving beyond passive listening into clinically-informed sound and artist catalog optimization. A theoretical sandbox for the future of physiological audio feedback.

Explore the Concept โ†’

๐ŸŽฅ Video

Interviews

War Stories

Hosted by Matt Gibson. Episode 1 clip with Green Beret E.M. Burlingame on PTSD, TBI, and what the VA gets wrong. Subscribe for full episodes.

Watch the Archives โ†’

๐ŸŽจ Art