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Mathematicians published an open letter demanding the cancellation of Caltech Mathathon, a student-run hackathon using frontier LLMs, with warnings that participation could harm students' reputations, highlighting tensions in the AI ethics debate within academia.
Introduces Adelic operation-preserved embeddings (AOE), a training-free representation that encodes numbers by combining real value with p-adic expansions, preserving additive and multiplicative structure. Achieves perfect accuracy on the Weaving Pattern benchmark.