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Research

Our research


Technical publications and architectural insights from the Niva team.

Cover image for Research: Resolving Coupled Orbital Drag Physics at Runtime within a Deterministic World Model
orbital prediction, space situational awareness (SSA), coupled physics, VLEO, LEO, atmospheric drag, onboard AI, physics-native AIApril 20, 2026 · Analysis

Research: Resolving Coupled Orbital Drag Physics at Runtime within a Deterministic World Model

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Cover image for Research: Spatial Constraint Satisfaction Does Not Scale In Auto-Regressive Models
spatial intelligence, benchmark, llm, vla, vlm, auto-regression, model comparison, roboticsMarch 5, 2026 · Experiment

Research: Spatial Constraint Satisfaction Does Not Scale In Auto-Regressive Models

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Cover image for Research: Structured State with Higher-Fidelity Observations Dramatically Improves Spatial Reasoning
spatial intelligence, benchmark, llm, vla, vlm, spatial reasoning, fidelity, structured state, theory of space (TOS)March 2, 2026 · Experiment

Research: Structured State with Higher-Fidelity Observations Dramatically Improves Spatial Reasoning

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