bounded-memory-control

Introduces Blurry Window Attention (BLA), a novel attention method with bounded-memory control that reconstructs a blurry KV history via Dirichlet kernel interpolation, achieving 8x state efficiency over Sliding Window Attention on the Multi-Query Associate Recall task.