Rotary attention scores decompose into magnitude-weighted phase cosines, and a local stability lemma bounds pre-softmax score loss under bounded phase displacement; semantic coherence is then formally separated from institutional admissibility.
Rotary Positional Embeddings as Phase Modulation: Theoretical Bounds on the RoPE Base for Long-Context Transformers,
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Phase Structure in Rotary Attention: A Spectral Framework for Semantic Continuity and Execution-Boundary Governance
Rotary attention scores decompose into magnitude-weighted phase cosines, and a local stability lemma bounds pre-softmax score loss under bounded phase displacement; semantic coherence is then formally separated from institutional admissibility.