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LLMs can now fix Rust's notoriously tricky undefined behaviors with 92% semantic correctness and 2.2x faster speed, thanks to a novel finite-state machine approach.
MLLMs struggle to quantitatively reason about spatial relationships in Earth imagery, despite advances in other spatial reasoning tasks, highlighting a critical gap for applications requiring precise georeferencing.
