AINeutralarXiv – CS AI · 4h ago6/10
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Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks
Researchers introduce Spatial Atlas, a compute-grounded reasoning system that combines deterministic spatial computation with large language models to create spatial-aware research agents. The framework demonstrates competitive performance on two benchmarks—FieldWorkArena for multimodal spatial question-answering and MLE-Bench for machine learning competitions—while improving interpretability by grounding reasoning in structured spatial scene graphs rather than relying on hallucinated outputs.
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