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Interactive type highlighting can drastically reduce debugging time by clarifying the derivation of static types and dynamic casts in real-time.
Every type query can be answered with a minimal program slice, transforming how developers understand and debug type information in their code.
Pretraining loss is a misleading metric, leading to inefficient compute use, while a simple scaling rule can unlock superior performance in pixel-wise Earth-observation models.
