Numbers Already Carry Their Own Embeddings

In three linesAOE (Adelic operation-preserved embeddings) is a training-free representation encoding numbers while preserving additive and multiplicative structure via p-adic signatures. Plug-and-play, it achieves 100% on Weaving Pattern benchmark and improves algebraic combinatorics performance without task-specific retraining.

Summary generated by Claude — human-verified