Research
Our research
Technical publications and architectural insights from the Niva team.
February 15, 2026 · Architecture
Physics-Native State Space Models for Real-Time Physical World Intelligence
How Manifold's SSM architecture achieves deterministic physics predictions at 43ms end-to-end, operating zero-shot across materials and domains.
Read more January 28, 2026 · PerceptionZero-Shot Physics-Normalized Sensor Fusion
A sensor fusion framework that converts all sensor modalities into standardized SI units with sub-millisecond synchronization. Enabling zero-shot perception without task-specific training.
Read more December 10, 2025 · TheoryGrounded Dynamical Intelligence: A Theoretical Framework
The intellectual foundation behind Manifold. Establishing that physical-world intelligence emerges from continuous dynamical systems grounded in physics verification.
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