Liminal Logic Labs Information

Liminal Logic Labs LLC is a deep-tech infrastructure and research company focused on resolving the compute vulnerabilities and homogenization inherent in modern Artificial Intelligence and recommendation systems. We are the creators of the Orthogonal Fusion Engine—a "Zero-Compute" database architecture that shifts mathematical synthesis from sequential CPU inference to parallelized, native database indexing. Through Dimensional Decoupling, we separate high-dimensional Semantic Identity from low-dimensional structural data, utilizing Late-Fusion math to preserve absolute individual fidelity until the exact moment of query. Our core thesis is anchored by a Sovereign Biological Operating System and over 88 pending USPTO patent claims spanning 10 system modules. We refuse to pool localized user data into a global framework. Instead, our systems achieve homeostatic equilibrium relative to the individual, utilizing Kinetic Centroid Mapping and Environmentally-Gated cryptographic execution to prevent "Latent Space Collapse." Theory is validated through active production environments. Our primary proof-of-concept, tu-nerr™, processes and scores hundreds of thousands of live records utilizing zero-compute fusion. This ensures that high-fidelity user nuance is maintained without the latency of cloud-based ML inference, proving that individual context never has to be homogenized into a central mean.