AI RESEARCH
OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting
arXiv CS.LG
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ArXi:2605.12639v1 Announce Type: new Extreme ocean phenomena are challenging not only to predict but to diagnose, as accurate forecasts alone do not reveal the underlying physical drivers. While recent machine learning approaches achieve strong predictive skill, they remain largely opaque and provide limited guarantees of fidelity to ground-truth physics. We