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Research

Our research

Technical publications and architectural insights from the Niva team.

Cover image for Research: Spatial Constraint Satisfaction Does Not Scale In Auto-Regressive Models
spatial intelligence, benchmark, llm, vla, vlmMarch 5, 2026 · Experiment

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

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Cover image for Research: Strutured State with Higher-Fidelity Observations Dramatically Improves Spatial Reasoning
spatial intelligence, benchmark, llm, vla, vlmMarch 2, 2026 · Experiment

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

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