AI RESEARCH
Earth-o1: A Grid-free Observation-native Atmospheric World Model
arXiv CS.CV
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ArXi:2605.06337v1 Announce Type: new Despite the unprecedented volume of multimodal data provided by modern Earth observation systems, our ability to model atmospheric dynamics remains constrained. Traditional modeling frameworks force heterogeneous measurements into predefined spatial grids, inherently limiting the full exploitation of raw sensor data and creating severe computational bottlenecks. Here we present Earth-o1, an observation-native atmospheric world model that overcomes these structural limitations.