arXiv:2603.20997v2 Announce Type: replace
Abstract: We identify a routing paradox in hybrid sequence models: content-based routing – deciding which tokens deserve expensive attention – requires pairwise computation, and this requirement is inescapable…
arXiv:2604.11288v1 Announce Type: new
Abstract: At K=16 tokens (0.4% of a 4K context), every existing KV-cache compression method achieves 0% on credential retrieval. The failure mode is dormant tokens: credentials, API keys, and configuration values …
arXiv:2604.10157v1 Announce Type: cross
Abstract: Band gap engineering of oxide semiconductors through doping is critical for photocatalysis and optoelectronics, yet the combinatorial space of dopant elements, substitution sites, and co-doping combina…