Grounded Dynamical Intelligence: A Theoretical Framework

Niva's R&D is guided by Grounded Dynamical Intelligence (GDI), a theoretical framework establishing that physical-world intelligence emerges from continuous dynamical systems grounded in physics verification, not from statistical pattern matching.

GDI connects Niva's engineering choices to established research across dynamical systems theory, embodied cognition, and predictive processing, providing the intellectual foundation for architectural decisions and the long-term research roadmap.