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Forgetting a class can be done with up to 99% accuracy while preserving the performance of other classes, revealing a new frontier in machine unlearning.
Geospatial agents can now reason more effectively about satellite imagery thanks to a new framework that aligns models with verified multi-step tool interactions and explicit reasoning traces.