{"id":3745,"date":"2025-09-25T01:54:44","date_gmt":"2025-09-25T01:54:44","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3745"},"modified":"2025-09-25T01:54:44","modified_gmt":"2025-09-25T01:54:44","slug":"cross-attention-routing-between-heterogeneous-systems","status":"publish","type":"page","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?page_id=3745","title":{"rendered":"Cross-Attention Routing Between Heterogeneous Systems"},"content":{"rendered":"\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/09\/Cross-Attention-Routing-Between-Heterogeneous-Systems-bgilbert1984.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Cross-Attention Routing Between Heterogeneous Systems bgilbert1984.\"><\/object><a id=\"wp-block-file--media-73741d94-1486-43cc-a145-6219c9ef15da\" href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/09\/Cross-Attention-Routing-Between-Heterogeneous-Systems-bgilbert1984.pdf\">Cross-Attention Routing Between Heterogeneous Systems bgilbert1984<\/a><a href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/09\/Cross-Attention-Routing-Between-Heterogeneous-Systems-bgilbert1984.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-73741d94-1486-43cc-a145-6219c9ef15da\">Download<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We study a cross-attention message router that<br>selects targets by combining capability match, performance weighting, and reliability scoring, with multi-head routing and a KV<br>cache for repeated queries. Against round-robin and capabilityonly baselines, cross-attention improves capability satisfaction,<br>end-to-end latency, and reliability-weighted success. We also<br>quantify routing decision time benefits from the KV routing<br>cache.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We study a cross-attention message router thatselects targets by combining capability match, performance weighting, and reliability scoring, with multi-head routing and a KVcache for repeated queries. Against round-robin and capabilityonly baselines, cross-attention improves capability satisfaction,end-to-end latency, and reliability-weighted success. We alsoquantify routing decision time benefits from the KV routingcache.<\/p>\n","protected":false},"author":2,"featured_media":1940,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-3745","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/3745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3745"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/3745\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/1940"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}