GHOST CITADEL
The science of the fourth and fifth industrial revolutions.
We operate at the intersection of Mathematical Logic, Systems Engineering, and Industrial AI. The Forge is Ghost Citadel’s research division—a feedback loop between academic rigor and real-world implementation.
We translate the vision of pioneers in computer vision and engineering into deterministic, high-performance systems.
We explore Formal Verification for industrial codebases. By applying mathematical modeling to C++ and Rust kernels, we ensure that safety-critical systems in Industry 4.0 are not just "tested," but mathematically proven to be correct.
We build alternative implementations for machine learning algorithms using functional principles and coordinate-free linear algebra. Our focus is on discriminative models that run with extreme efficiency on ARM-based edge hardware.
We investigate the ethical and technical implications of the human-machine loop. From low-latency feedback for robotics to the integration of BCI (Brain-Computer Interfaces) in high-stakes environments, we forge the bridges for a human-centric future.
We provide a platform for scientists from leading universities to perform original research in Linux-first systems.
We validate state-of-the-art industry solutions within rigorous frameworks of thought and mathematical models.
We build new solutions (The Scriptorium) based on the validated research from our labs.
Investigation into using ML to artificially increase the resolution and accuracy of commodity industrial sensors—finding the signal in the thermal noise.
Applying non-classical logic to distributed systems to minimize latency in real-time industrial collaboration tools.
Translating the vision of pioneers in optical design into working computer-vision solutions for low-power mobile Linux devices.
Innovation is born from collaboration. We partner with those ready to move beyond theory.
We provide the "Hostile Environment" for your theories. Test your mathematical models against real industrial datasets and hardware limits.
Partner with us to translate complex academic findings into working Python, Rust, or R solutions for your business model.