{"id":3884,"date":"2025-10-07T20:20:50","date_gmt":"2025-10-07T20:20:50","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3884"},"modified":"2025-10-07T20:20:50","modified_gmt":"2025-10-07T20:20:50","slug":"chainrf-on-chain-timing-priors-for-rf-event-attribution-2","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3884","title":{"rendered":"ChainRF: On-Chain Timing Priors for RF Event Attribution"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-spectrcyde wp-block-embed-spectrcyde\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"Ap9xR2sbOw\"><a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3881\">ChainRF: On-Chain Timing Priors for RF Event Attribution<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;ChainRF: On-Chain Timing Priors for RF Event Attribution&#8221; &#8212; Spectrcyde\" src=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3881&#038;embed=true#?secret=gxxq1i2jny#?secret=Ap9xR2sbOw\" data-secret=\"Ap9xR2sbOw\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>We introduce ChainRF, a Bayesian prior that links RF burst timings to on-chain mempool<br>dynamics and protocol heartbeats. ChainRF conditions a GM-PHD tracker (bearings + GhostRF delay) on mempool windows and fee-pressure regimes, yielding closed-form MI bounds that<br>price dwell K under temporal alignment. A depth-2 NBV planner maximizes information per<br>second while ActionGate prunes unsafe branches (I1\u2013I12\/E1\u2013E4). We provide stubs for live<br>mempool feeds, a simulator for RF\u2194chain alignment jitter, and a results blurb that auto-injects<br>NBV choices + TLC PASS.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We introduce ChainRF, a Bayesian prior that links RF burst timings to on-chain mempooldynamics and protocol heartbeats. ChainRF conditions a GM-PHD tracker (bearings + GhostRF delay) on mempool windows and fee-pressure regimes, yielding closed-form MI bounds thatprice dwell K under temporal alignment. A depth-2 NBV planner maximizes information persecond while ActionGate prunes unsafe branches (I1\u2013I12\/E1\u2013E4).&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3884\" rel=\"bookmark\"><span class=\"screen-reader-text\">ChainRF: On-Chain Timing Priors for RF Event Attribution<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":2063,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","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":""},"categories":[10],"tags":[],"class_list":["post-3884","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-signal_scythe"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3884","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3884"}],"version-history":[{"count":1,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3884\/revisions"}],"predecessor-version":[{"id":3885,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3884\/revisions\/3885"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/2063"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}