{"id":479537,"date":"2026-05-13T08:15:55","date_gmt":"2026-05-13T08:15:55","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=479537"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=479537","title":{"rendered":"AI, \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443 \u0437\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e \u0431\u044b\u0442\u044c \u043f\u0440\u0430\u0432\u044b\u043c"},"content":{"rendered":"<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<h2>\u041a\u0430\u043a \u043c\u044b \u0432\u0441\u0442\u0440\u043e\u0438\u043b\u0438 LLM \u0432 \u043a\u0440\u0438\u043f\u0442\u043e\u0444\u043e\u0440\u0435\u043d\u0437\u0438\u043a\u0443 \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0430 \u043c\u043e\u0433\u043b\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c solver\u2019\u0430\u043c\u0438, \u043d\u043e \u043d\u0435 \u043c\u043e\u0433\u043b\u0430 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 \u043a\u043b\u044e\u0447, nonce \u0438\u043b\u0438 recovery claim<\/h2>\n<h3>\u041d\u0435 \u201cAI \u0432\u0437\u043b\u043e\u043c\u0430\u043b \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044e\u201d, \u0430 \u201cAI \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u0431\u044b\u0442\u044c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u043c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0438\u0441\u0442\u0438\u043d\u044b\u201d<\/h3>\n<p>\u041a\u043e\u0433\u0434\u0430 AI \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u043a \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u043e\u0431\u044b\u0447\u043d\u043e \u0437\u0430\u0434\u0430\u044e\u0442 \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 \u0432\u043e\u043f\u0440\u043e\u0441:<\/p>\n<blockquote>\n<p>\u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043d\u0430\u0439\u0442\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442?<\/p>\n<\/blockquote>\n<p>\u0412 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e.<\/p>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441 \u0434\u0440\u0443\u0433\u043e\u0439:<\/p>\n<blockquote>\n<p>\u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0432\u0441\u0442\u0440\u043e\u0438\u0442\u044c AI \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u0434\u0430\u0436\u0435 \u043f\u0440\u0438 \u043e\u0448\u0438\u0431\u043a\u0435 \u043e\u043d \u043d\u0435 \u043c\u043e\u0433 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043e\u043f\u0430\u0441\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435?<\/p>\n<\/blockquote>\n<p>\u042d\u0442\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0432\u0430\u0436\u043d\u043e \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u043c\u0438 \u043f\u043e\u0434\u043f\u0438\u0441\u044f\u043c\u0438, nonce, \u0440\u0435\u0448\u0451\u0442\u043a\u0430\u043c\u0438, HNP-\u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0430\u043c\u0438 \u0438 candidate private key. \u0422\u0430\u043c \u043d\u0435\u043b\u044c\u0437\u044f \u0441\u043a\u0430\u0437\u0430\u0442\u044c: \u201c\u043c\u043e\u0434\u0435\u043b\u044c \u0443\u0432\u0435\u0440\u0435\u043d\u0430, \u0437\u043d\u0430\u0447\u0438\u0442 \u043a\u043b\u044e\u0447 \u043d\u0430\u0439\u0434\u0435\u043d\u201d. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u0440\u0438\u043d\u044f\u0442\u044c <code>candidate_d<\/code> \u043f\u043e confidence score. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u043a\u0440\u0430\u0441\u0438\u0432\u043e\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0432 cryptographic evidence. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u043c\u0443 reasoning \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443:<\/p>\n<pre><code>candidate_d \u00b7 G == observed_public_key<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:87px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0418\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u043b\u043e\u0439 <code>nonce-observatory<\/code> \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0441\u044f \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441\u0430\u043b\u044c\u043d\u044b\u043c:<\/p>\n<blockquote>\n<p>\u043c\u044b \u0432\u0441\u0442\u0440\u043e\u0438\u043b\u0438 AI \u043d\u0435 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u043b \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0430 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u043b \u043e\u0447\u0435\u0440\u0435\u0434\u044c\u044e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u043d\u0435 \u0438\u043c\u0435\u044f \u043f\u0440\u0430\u0432\u0430 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.<\/p>\n<\/blockquote>\n<p>\u042d\u0442\u043e\u0442 \u0441\u043b\u043e\u0439 \u044f \u043d\u0430\u0437\u044b\u0432\u0430\u044e <strong>governed solver orchestration<\/strong>.<\/p>\n<hr\/>\n<h3>\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u0447\u0442\u043e \u0431\u044b\u043b\u043e \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0447\u0430\u0441\u0442\u0438<\/h3>\n<p>\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u043b\u0438 <code>nonce-observatory<\/code> \u043a\u0430\u043a forensic-\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0441\u043b\u0430\u0431\u044b\u0445 nonce \u0432 ECDSA, Schnorr\/BIP340 \u0438 MuSig2\/BIP327.<\/p>\n<p>\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f \u0431\u044b\u043b\u0430 \u0442\u0430\u043a\u043e\u0439:<\/p>\n<pre><code>\u043f\u043e\u0434\u043f\u0438\u0441\u044c \u2014 \u044d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0430\u0440\u0430 \u0447\u0438\u0441\u0435\u043b (r, s);\u043f\u043e\u0434\u043f\u0438\u0441\u044c \u2014 \u044d\u0442\u043e \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u0430\u044f \u043f\u0440\u043e\u0435\u043a\u0446\u0438\u044f \u0441\u043a\u0440\u044b\u0442\u043e\u0433\u043e nonce k \u0438 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430 d.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0441\u043b\u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c protocol bridge, \u0442\u043e \u0438\u0437 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u043e\u0434\u043f\u0438\u0441\u0435\u0439 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c affine-\u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0441\u043a\u0440\u044b\u0442\u044b\u0445 nonce-\u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432, \u0442\u043e\u0447\u043d\u044b\u0435 \u0446\u0435\u043b\u043e\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u0438\u043d\u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b, \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0438 \u0441\u0436\u0430\u0442\u0438\u044f, HNP-\u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u0438, \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0441\u0442\u0440\u043e\u0433\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445, candidate private key.<\/p>\n<p>\u0414\u043b\u044f ECDSA:<\/p>\n<pre><code>s = k^{-1}(z + r\u00b7d) mod n<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041e\u0442\u0441\u044e\u0434\u0430:<\/p>\n<pre><code>k(d') = s^{-1}(z + r\u00b7d') mod n<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f Schnorr\/BIP340:<\/p>\n<pre><code>s = k + e\u00b7d mod n<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041e\u0442\u0441\u044e\u0434\u0430:<\/p>\n<pre><code>k(d') = s - e\u00b7d' mod n<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f \u0433\u0440\u0443\u043f\u043f\u044b \u043f\u043e\u0434\u043f\u0438\u0441\u0435\u0439 \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e:<\/p>\n<pre><code>K(d') = { k_1(d'), k_2(d'), ..., k_m(d') }<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0418\u0441\u0442\u0438\u043d\u043d\u044b\u0439 <code>d<\/code> \u2014 \u044d\u0442\u043e \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440, \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0441\u043a\u0440\u044b\u0442\u0430\u044f nonce-\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u043b\u043e \u043f\u0440\u0438 \u043f\u043e\u0434\u043f\u0438\u0441\u0430\u043d\u0438\u0438.<\/p>\n<p>\u0415\u0441\u043b\u0438 nonce-\u0433\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440 \u0431\u044b\u043b \u0441\u043b\u0430\u0431\u044b\u043c, \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u044f\u0432\u0438\u0442\u044c\u0441\u044f \u043a\u0430\u043a:<\/p>\n<ul>\n<li>\n<p>\u043f\u043e\u0432\u0442\u043e\u0440;<\/p>\n<\/li>\n<li>\n<p>\u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d;<\/p>\n<\/li>\n<li>\n<p>\u043e\u0431\u0449\u0438\u0439 \u043f\u0440\u0435\u0444\u0438\u043a\u0441;<\/p>\n<\/li>\n<li>\n<p>ladder;<\/p>\n<\/li>\n<li>\n<p>recurrence;<\/p>\n<\/li>\n<li>\n<p>bounded-window leakage;<\/p>\n<\/li>\n<li>\n<p>HNP-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430;<\/p>\n<\/li>\n<li>\n<p>MuSig2 effective nonce defect \u043f\u043e\u0441\u043b\u0435 protocol aggregation.<\/p>\n<\/li>\n<\/ul>\n<p>\u041d\u043e \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0443\u0435\u0442 \u0436\u0435\u043b\u0435\u0437\u043d\u043e\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043e:<\/p>\n<pre><code>\u0441\u0438\u0433\u043d\u0430\u043b \u2260 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435candidate \u2260 private keyAI score \u2260 cryptographic evidence<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041a\u0430\u043d\u0434\u0438\u0434\u0430\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0435\u0440\u0435\u0437 deterministic gate:<\/p>\n<pre><code>d \u00b7 G == P<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438\u043b\u0438 \u0447\u0435\u0440\u0435\u0437 protocol-specific verification, \u0435\u0441\u043b\u0438 \u0440\u0435\u0447\u044c \u0438\u0434\u0451\u0442 \u043d\u0435 \u043e private key, \u0430 \u043e \u043f\u043e\u0434\u043f\u0438\u0441\u0438, partial signature \u0438\u043b\u0438 membership claim.<\/p>\n<hr\/>\n<h3>\u0417\u0430\u0447\u0435\u043c \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0443\u0436\u0435\u043d AI \u0432 \u0442\u0430\u043a\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435<\/h3>\n<p>\u041d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434, \u0435\u0441\u043b\u0438 \u0432\u0441\u0451 \u0434\u043e\u043b\u0436\u043d\u043e \u0440\u0435\u0448\u0430\u0442\u044c\u0441\u044f exact verifier\u2019\u043e\u043c, AI \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043d\u0443\u0436\u0435\u043d.<\/p>\n<p>\u041d\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u0430\u044f forensic-\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0431\u044b\u0441\u0442\u0440\u043e \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e\u043c\u0435\u0440\u043d\u043e\u0439.<\/p>\n<p>\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u044b:<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u041f\u0440\u043e\u0442\u043e\u043a\u043e\u043b<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u0427\u0442\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442\u0441\u044f<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">ECDSA<\/p>\n<\/td>\n<td>\n<p align=\"left\"><code>(r, s, z, P)<\/code> \u0438 affine pullback \u0447\u0435\u0440\u0435\u0437 <code>u_r<\/code>, <code>u_z<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Schnorr\/BIP340<\/p>\n<\/td>\n<td>\n<p align=\"left\"><code>R* = sG - eP<\/code>, x-only\/even-Y membership<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">MuSig2\/BIP327<\/p>\n<\/td>\n<td>\n<p align=\"left\">partial signatures, aggregate nonce, key aggregation coefficients, parity corrections<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0441\u044b nonce-\u0434\u0435\u0444\u0435\u043a\u0442\u043e\u0432:<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u041a\u043b\u0430\u0441\u0441<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">repeated nonce<\/p>\n<\/td>\n<td>\n<p align=\"left\">direct algebra<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">short nonce<\/p>\n<\/td>\n<td>\n<p align=\"left\">bounded search \/ HNP<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">known MSB\/LSB<\/p>\n<\/td>\n<td>\n<p align=\"left\">HNP \/ lattice<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">small nonce difference<\/p>\n<\/td>\n<td>\n<p align=\"left\">difference route \/ lattice<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">prefix leakage<\/p>\n<\/td>\n<td>\n<p align=\"left\">bounded-error HNP<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">recurrence<\/p>\n<\/td>\n<td>\n<p align=\"left\">Polynonce-like route<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">finite coverage<\/p>\n<\/td>\n<td>\n<p align=\"left\">bounded pullback search<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">PRF-like \/ IID<\/p>\n<\/td>\n<td>\n<p align=\"left\">refusal \/ observational-only<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 solver backend\u2019\u044b:<\/p>\n<pre><code>rule-based direct algebrabounded searchHNP lattice routefplllQ-LLLcustom decodercross-signature votepublic-key validation<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043e\u0442\u0447\u0451\u0442\u044b:<\/p>\n<pre><code>feature_contract.jsonrisk_ranking.jsonsolver_report.jsonredacted_solver_report.jsonclaim_boundary_report.jsonai_review_report.json<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430:<\/p>\n<blockquote>\n<p>\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0443\u043c\u0435\u0435\u0442 \u0432\u0438\u0434\u0435\u0442\u044c \u0441\u0438\u0433\u043d\u0430\u043b\u044b, \u043d\u043e \u0435\u0439 \u043d\u0443\u0436\u0435\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u044b\u0439 \u0441\u043b\u043e\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0440\u0435\u0448\u0430\u0435\u0442, \u0447\u0442\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435, \u0432 \u043a\u0430\u043a\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443.<\/p>\n<\/blockquote>\n<p>\u0420\u0430\u043d\u044c\u0448\u0435 \u044d\u0442\u043e \u0434\u0435\u043b\u0430\u043b \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e. \u041d\u043e \u0440\u0443\u0447\u043d\u043e\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043b\u043e\u0445\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u0442\u0441\u044f: \u043b\u0435\u0433\u043a\u043e \u0437\u0430\u0431\u044b\u0442\u044c \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c, \u043f\u0435\u0440\u0435\u043f\u0443\u0442\u0430\u0442\u044c route, \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c solver \u0442\u0430\u043c, \u0433\u0434\u0435 gate \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0437\u0430\u043a\u0440\u044b\u0442, \u0438\u043b\u0438 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c claim.<\/p>\n<p>AI \u0437\u0434\u0435\u0441\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u043d\u0435 \u043a\u0430\u043a \u201c\u043e\u0440\u0430\u043a\u0443\u043b\u201d, \u0430 \u043a\u0430\u043a \u0434\u0438\u0441\u043f\u0435\u0442\u0447\u0435\u0440:<\/p>\n<pre><code>feature contract    \u2192 route interpretation    \u2192 solver plan    \u2192 solver queue    \u2192 human\/machine-readable rationale<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u043e \u0435\u0441\u0442\u044c \u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c: \u0435\u0441\u043b\u0438 AI \u0443\u043c\u0435\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u044c solver plan, \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u043d\u0430\u0447\u0430\u0442\u044c \u0437\u0432\u0443\u0447\u0430\u0442\u044c \u0442\u0430\u043a, \u0431\u0443\u0434\u0442\u043e \u0443\u043c\u0435\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.<\/p>\n<p>\u0418 \u0432\u043e\u0442 \u044d\u0442\u043e \u043d\u0430\u0434\u043e \u0437\u0430\u043f\u0440\u0435\u0442\u0438\u0442\u044c \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e.<\/p>\n<hr\/>\n<h3>\u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430: AI-oracle<\/h3>\n<p>\u041f\u043b\u043e\u0445\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0442\u0430\u043a:<\/p>\n<pre><code>signature corpus      |      vAI analysis      |      v\"candidate key seems valid\"      |      vrecovery claim<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043d\u0435\u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u043e.<\/p>\n<p>\u041f\u043e\u0447\u0435\u043c\u0443?<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0432 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u043d\u0435\u043b\u044c\u0437\u044f \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e.<\/p>\n<p>\u0424\u0440\u0430\u0437\u0430:<\/p>\n<pre><code>\u041c\u043e\u0434\u0435\u043b\u044c \u0441\u0447\u0438\u0442\u0430\u0435\u0442, \u0447\u0442\u043e \u044d\u0442\u043e\u0442 d \u043f\u043e\u0445\u043e\u0436 \u043d\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0441\u043c\u044b\u0441\u043b\u0430.<\/p>\n<p>\u041a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u043c\u044b\u0441\u043b \u0438\u043c\u0435\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e:<\/p>\n<pre><code>d \u00b7 G == P<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438\u043b\u0438:<\/p>\n<pre><code>Verify(P, m, sig) == true<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438\u043b\u0438:<\/p>\n<pre><code>BIP340 membership bridge passed all deterministic checks<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438\u043b\u0438:<\/p>\n<pre><code>public signature relation reconstructs exactly<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>AI \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u0432 reasoning, \u043d\u043e reasoning \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f acceptance authority.<\/p>\n<p>\u0424\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e:<\/p>\n<pre><code>AI confidence \u2209 cryptographic evidence<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438:<\/p>\n<pre><code>textual explanation \u2209 verification proof<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430: governed solver orchestration<\/h3>\n<p>\u041d\u043e\u0432\u044b\u0439 \u0441\u043b\u043e\u0439 \u0431\u044b\u043b \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u043a\u0430\u043a \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u043c\u043e\u0434\u0443\u043b\u044c:<\/p>\n<pre><code>src\/nonce_observatory\/ai\/governed_solver_orchestrator.py<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0433\u043e \u0440\u043e\u043b\u044c \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u043d\u043e \u0443\u0437\u043a\u0430\u044f:<\/p>\n<pre><code>route_planner_and_solver_scheduler_only<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0422\u043e \u0435\u0441\u0442\u044c AI \u043c\u043e\u0436\u0435\u0442:<\/p>\n<ul>\n<li>\n<p>\u0447\u0438\u0442\u0430\u0442\u044c public-safe feature contract;<\/p>\n<\/li>\n<li>\n<p>\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c route plan;<\/p>\n<\/li>\n<li>\n<p>\u0440\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u0442\u044c solver families;<\/p>\n<\/li>\n<li>\n<p>\u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c solver queue;<\/p>\n<\/li>\n<li>\n<p>\u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c, \u043f\u043e\u0447\u0435\u043c\u0443 \u043e\u0434\u0438\u043d \u043c\u0430\u0440\u0448\u0440\u0443\u0442 \u0432\u044b\u0448\u0435 \u0434\u0440\u0443\u0433\u043e\u0433\u043e;<\/p>\n<\/li>\n<li>\n<p>\u0443\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u0447\u0430\u0441\u0442\u044c cases \u0434\u043e\u043b\u0436\u043d\u0430 \u043e\u0441\u0442\u0430\u0442\u044c\u0441\u044f observational-only;<\/p>\n<\/li>\n<li>\n<p>\u043f\u043e\u043c\u043e\u0447\u044c \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c human-readable \u043e\u0442\u0447\u0451\u0442.<\/p>\n<\/li>\n<\/ul>\n<p>\u041d\u043e AI \u043d\u0435 \u043c\u043e\u0436\u0435\u0442:<\/p>\n<ul>\n<li>\n<p>\u0432\u0438\u0434\u0435\u0442\u044c truth\/private\/nonce \u043f\u043e\u043b\u044f;<\/p>\n<\/li>\n<li>\n<p>\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c <code>candidate_d<\/code>;<\/p>\n<\/li>\n<li>\n<p>\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c <code>k<\/code>;<\/p>\n<\/li>\n<li>\n<p>\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c recovery claim;<\/p>\n<\/li>\n<li>\n<p>\u043e\u0431\u044a\u044f\u0432\u043b\u044f\u0442\u044c solver success;<\/p>\n<\/li>\n<li>\n<p>\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0441\u0432\u043e\u0439 score evidence;<\/p>\n<\/li>\n<li>\n<p>\u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c deterministic integrity gate.<\/p>\n<\/li>\n<\/ul>\n<p>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u044d\u0442\u043e \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0442\u0430\u043a:<\/p>\n<pre><code>              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 public-safe feature contract \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 forbidden-field sanitizer    \u2502              \u2502 truth\/private\/nonce guard    \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 AI route planner             \u2502              \u2502 no cryptographic authority   \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 governed solver queue        \u2502              \u2502 routes, priorities, rationale\u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 deterministic solver\/backend \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 integrity gate               \u2502              \u2502 d\u00b7G == P \/ Verify == true    \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 redacted evidence report     \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442:<\/p>\n<blockquote>\n<p>AI \u0441\u0442\u043e\u0438\u0442 \u043c\u0435\u0436\u0434\u0443 feature contract \u0438 solver queue, \u0430 \u043d\u0435 \u043c\u0435\u0436\u0434\u0443 solver result \u0438 truth acceptance.<\/p>\n<\/blockquote>\n<hr\/>\n<h3>Non-escalation boundary<\/h3>\n<p>\u0426\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u044d\u0442\u043e\u0433\u043e \u0441\u043b\u043e\u044f \u2014 <strong>non-escalation boundary<\/strong>.<\/p>\n<p>\u042d\u0442\u043e \u0433\u0440\u0430\u043d\u0438\u0446\u0430, \u0447\u0435\u0440\u0435\u0437 \u043a\u043e\u0442\u043e\u0440\u0443\u044e AI \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0434\u043d\u044f\u0442\u044c\u0441\u044f \u0438\u0437 \u0440\u043e\u043b\u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0430 \u0432 \u0440\u043e\u043b\u044c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e verifier\u2019\u0430.<\/p>\n<p>\u041c\u043e\u0436\u043d\u043e \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0430\u043a:<\/p>\n<pre><code>AI may propose actions.AI may not accept facts.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0418\u043b\u0438 \u043f\u043e-\u0440\u0443\u0441\u0441\u043a\u0438:<\/p>\n<blockquote>\n<p>AI \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435, \u043d\u043e \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u043e\u0431\u044a\u044f\u0432\u0438\u0442\u044c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0444\u0430\u043a\u0442.<\/p>\n<\/blockquote>\n<p>\u0422\u0430\u0431\u043b\u0438\u0446\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0441\u044f \u0442\u0430\u043a\u0430\u044f:<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u0420\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u043e AI<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u0417\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e AI<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043f\u043e\u0440\u044f\u0434\u043e\u043a solver routes<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0438\u043d\u044f\u0442\u044c <code>candidate_d<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c solver family<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0438\u043d\u044f\u0442\u044c <code>k<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c solver queue<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0432\u0438\u0434\u0435\u0442\u044c truth\/private fields<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c failure mode<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c secret material<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c bounded follow-up<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0434\u0435\u043b\u0430\u0442\u044c recovery claim<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u044c route confidence<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0441\u0447\u0438\u0442\u0430\u0442\u044c score \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u043c evidence<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043f\u043e\u043c\u043e\u0447\u044c \u0441 buyer-safe wording<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c deterministic verifier<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u042d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u201c\u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438\u201d. \u042d\u0442\u043e \u0447\u0430\u0441\u0442\u044c \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e\u0441\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0435\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442\u044c <code>candidate_d<\/code>, \u0432\u0441\u044f evidence-\u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f.<\/p>\n<hr\/>\n<h3>\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u043d\u0435 \u0431\u044e\u0440\u043e\u043a\u0440\u0430\u0442\u0438\u044f<\/h3>\n<p>\u041d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c\u0441\u044f, \u0447\u0442\u043e \u043c\u044b \u043f\u0440\u043e\u0441\u0442\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0440\u0435\u0442\u043e\u0432.<\/p>\n<p>\u041d\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u044d\u0442\u0438 \u0437\u0430\u043f\u0440\u0435\u0442\u044b \u0434\u0435\u043b\u0430\u044e\u0442 AI \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c.<\/p>\n<p>\u0415\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043a\u043b\u044e\u0447, \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043d\u0435\u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0439 oracle.<\/p>\n<p>\u0415\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043e\u0447\u0435\u0440\u0435\u0434\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n<p>\u0412 \u0432\u0438\u0434\u0435 \u0444\u043e\u0440\u043c\u0443\u043b\u044b:<\/p>\n<pre><code>unsafe AI = reasoning + authority<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<pre><code>safe AI = reasoning - authority + deterministic gates<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0412 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0439 AI \u2014 \u043d\u0435 \u0442\u043e\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u201c\u0441\u0430\u043c \u0437\u043d\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u201d, \u0430 \u0442\u043e\u0442, \u0447\u044c\u044f \u043e\u0448\u0438\u0431\u043a\u0430 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0442\u0430\u0442\u044c cryptographic claim.<\/p>\n<hr\/>\n<h3>\u0427\u0442\u043e AI \u0432\u0438\u0434\u0438\u0442<\/h3>\n<p>AI \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043d\u0435 \u0441\u044b\u0440\u044b\u0435 \u0441\u0435\u043a\u0440\u0435\u0442\u044b \u0438 \u043d\u0435 truth manifest, \u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 feature contract.<\/p>\n<p>\u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0439 public-safe \u043f\u0440\u0438\u043c\u0435\u0440:<\/p>\n<pre><code class=\"json\">{  \"case_id\": \"case_001\",  \"protocol\": \"ecdsa\",  \"truth_access\": false,  \"integer_only\": true,  \"normalized_metrics_used\": false,  \"fractional_thresholds_used\": false,  \"feature_vector\": {    \"signature_count\": 128,    \"unique_r_count\": 128,    \"repeated_r_value_count\": 0,    \"max_repeated_delta_support\": 3,    \"prefix32_support\": 0,    \"hnp_window_candidate\": true,    \"recurrence_candidate\": false,    \"clean_control_like\": false  },  \"claim_boundary\": {    \"analysis_only\": true,    \"recovery_claim_allowed\": false,    \"solver_gate_required\": true  }}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0417\u0434\u0435\u0441\u044c \u043d\u0435\u0442:<\/p>\n<pre><code>private keyraw noncetruth dtruth kcandidate secretunredacted solver material<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>AI \u043c\u043e\u0436\u0435\u0442 \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432, \u043d\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b \u0431\u044b \u0435\u043c\u0443 \u0441\u0442\u0430\u0442\u044c secret oracle.<\/p>\n<hr\/>\n<h3>\u0427\u0442\u043e AI \u0432\u044b\u0434\u0430\u0451\u0442<\/h3>\n<p>AI \u043d\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u0432\u044b\u0434\u0430\u0432\u0430\u0442\u044c:<\/p>\n<pre><code>candidate_d = ...private key recoverednonce recoveredrecovery successful<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041e\u043d \u0434\u043e\u043b\u0436\u0435\u043d \u0432\u044b\u0434\u0430\u0432\u0430\u0442\u044c solver plan.<\/p>\n<p>\u041f\u0440\u0438\u043c\u0435\u0440 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0433\u043e output:<\/p>\n<pre><code class=\"json\">{  \"ai_role\": \"route_planner_and_solver_scheduler_only\",  \"truth_access\": false,  \"ai_accepts_candidate_d\": false,  \"ai_accepts_recovery_claim\": false,  \"ai_score_is_cryptographic_evidence\": false,  \"acceptance_authority\": \"deterministic_integrity_gate_only\",  \"solver_queue\": [    {      \"rank\": 1,      \"route\": \"hnp_window_leakage_check\",      \"solver_family\": \"lattice_hnp\",      \"reason\": \"bounded-window signal present; repeated-r absent\",      \"claim_after_run\": \"no claim without public-key verification\"    },    {      \"rank\": 2,      \"route\": \"delta_recurrence_probe\",      \"solver_family\": \"recurrence_analysis\",      \"reason\": \"small repeated-delta support requires sterile follow-up\",      \"claim_after_run\": \"observational only unless deterministic gate passes\"    },    {      \"rank\": 3,      \"route\": \"clean_control_refusal_check\",      \"solver_family\": \"none\",      \"reason\": \"ensure no solver is launched on PRF-like control\",      \"claim_after_run\": \"refusal is valid evidence\"    }  ]}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435: \u043a\u0430\u0436\u0434\u0430\u044f \u0441\u0442\u0440\u043e\u043a\u0430 queue \u2014 \u044d\u0442\u043e \u043d\u0435 claim.<\/p>\n<p>\u042d\u0442\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u043e\u0433\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f.<\/p>\n<pre><code>route recommendation \u2260 recovery evidence<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u0413\u0434\u0435 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 \u0433\u0440\u0430\u043d\u0438\u0446\u0430 acceptance<\/h3>\n<p>\u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, solver \u0447\u0442\u043e-\u0442\u043e \u043d\u0430\u0448\u0451\u043b.<\/p>\n<p>\u041f\u043b\u043e\u0445\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442:<\/p>\n<pre><code>AI \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u043b \u043d\u0430 solver output \u0438 \u043d\u0430\u043f\u0438\u0441\u0430\u043b: \u043f\u043e\u0445\u043e\u0436\u0435, recovery successful.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442:<\/p>\n<pre><code>solver produced candidate      |      vdeterministic integrity gate      |      vcandidate accepted only if d\u00b7G == P<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f ECDSA private-key candidate:<\/p>\n<pre><code>d_candidate \u00b7 G == P_observed<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f \u043f\u043e\u0434\u043f\u0438\u0441\u0438:<\/p>\n<pre><code>ECDSA_Verify(P, z, r, s) == true<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f BIP340 membership:<\/p>\n<pre><code>R* = sG - ePR* != Ohas_even_y(R*) == truex(R*) == r0 &lt;= r &lt; p0 &lt;= s &lt; n<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f MuSig2 partial signature:<\/p>\n<pre><code>partial verification passes under full session context<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>AI \u043d\u0435 \u0443\u0447\u0430\u0441\u0442\u0432\u0443\u0435\u0442 \u0432 \u044d\u0442\u043e\u043c \u043a\u0430\u043a authority.<\/p>\n<p>\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u043f\u0438\u0441\u0430\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e\u0441\u043b\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a deterministic verifier \u0443\u0436\u0435 \u043f\u043e\u0441\u0442\u0430\u0432\u0438\u043b \u0441\u0442\u0430\u0442\u0443\u0441.<\/p>\n<hr\/>\n<h3>\u041f\u043e\u0447\u0435\u043c\u0443 AI score \u043d\u0435 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e<\/h3>\n<p>\u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, \u043c\u043e\u0434\u0435\u043b\u044c \u0432\u044b\u0434\u0430\u0451\u0442:<\/p>\n<pre><code>route_confidence = 0.91<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0434\u043b\u044f \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0438 \u043e\u0447\u0435\u0440\u0435\u0434\u0438.<\/p>\n<p>\u041d\u043e \u044d\u0442\u043e \u043d\u0435 evidence.<\/p>\n<p>\u0412\u043d\u0443\u0442\u0440\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u044d\u0442\u043e \u0434\u043e\u043b\u0436\u043d\u043e \u0431\u044b\u0442\u044c \u0437\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u044f\u0432\u043d\u043e:<\/p>\n<pre><code class=\"json\">{  \"ai_route_score\": 0.91,  \"ai_score_used_for\": \"queue_ordering_only\",  \"ai_score_is_cryptographic_evidence\": false,  \"recovery_claim_allowed\": false}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041f\u043e\u0447\u0435\u043c\u0443 \u0442\u0430\u043a \u0441\u0442\u0440\u043e\u0433\u043e?<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e cryptographic \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e \u0434\u043e\u043b\u0436\u043d\u043e \u0431\u044b\u0442\u044c \u0432\u043e\u0441\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u044b\u043c \u0431\u0435\u0437 AI.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0443\u0431\u0440\u0430\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u044c, \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u043b\u0438\u0431\u043e \u0432\u0441\u0451 \u0440\u0430\u0432\u043d\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0442\u044c\u0441\u044f, \u043b\u0438\u0431\u043e \u0438\u0441\u0447\u0435\u0437\u0430\u0442\u044c \u043a\u0430\u043a route suggestion.<\/p>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u043e:<\/p>\n<pre><code>\u0435\u0441\u043b\u0438 claim \u043d\u0435\u043b\u044c\u0437\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0431\u0435\u0437 AI, \u044d\u0442\u043e \u043d\u0435 cryptographic claim<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u041c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 CLI-\u043a\u043e\u043d\u0442\u0443\u0440<\/h3>\n<p>\u041d\u043e\u0432\u044b\u0439 \u0441\u043b\u043e\u0439 \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c \u043a\u0430\u043a \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u0443\u044e \u0441\u0442\u0430\u0434\u0438\u044e:<\/p>\n<pre><code class=\"bash\">python -m nonce_observatory.cli.main ai governed-solver-orchestration \\  --case-id case_001 \\  --protocol ecdsa \\  --feature-contract-json features.json \\  --output-json runs\/ai_routes\/governed_solver_orchestration.json \\  --output-md runs\/ai_routes\/GOVERNED_SOLVER_ORCHESTRATION.md<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0421\u043c\u044b\u0441\u043b \u044d\u0442\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u043d\u0435 \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u043a\u043b\u044e\u0447.<\/p>\n<p>\u0421\u043c\u044b\u0441\u043b \u0432 \u0434\u0440\u0443\u0433\u043e\u043c:<\/p>\n<pre><code>feature contract \u2192 governed route plan \u2192 solver queue<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041e\u043d\u0430 \u0434\u043e\u043b\u0436\u043d\u0430 \u043e\u0442\u0432\u0435\u0442\u0438\u0442\u044c:<\/p>\n<ul>\n<li>\n<p>\u043a\u0430\u043a\u0438\u0435 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u044b;<\/p>\n<\/li>\n<li>\n<p>\u043a\u0430\u043a\u0438\u0435 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u0437\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u044b;<\/p>\n<\/li>\n<li>\n<p>\u043a\u0430\u043a\u043e\u0439 solver family \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0432 \u043e\u0447\u0435\u0440\u0435\u0434\u044c;<\/p>\n<\/li>\n<li>\n<p>\u0433\u0434\u0435 \u043d\u0443\u0436\u0435\u043d refusal;<\/p>\n<\/li>\n<li>\n<p>\u0433\u0434\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e observational;<\/p>\n<\/li>\n<li>\n<p>\u043a\u0430\u043a\u0438\u0435 deterministic gates \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0441\u043b\u0435 solver run.<\/p>\n<\/li>\n<\/ul>\n<hr\/>\n<h3>\u041f\u0440\u0438\u043c\u0435\u0440 human-readable \u043e\u0442\u0447\u0451\u0442\u0430<\/h3>\n<p>\u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0439 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 Markdown-\u043e\u0442\u0447\u0451\u0442 \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u0442\u044c \u0442\u0430\u043a:<\/p>\n<pre><code># Governed Solver Orchestration Report## Case- case_id: case_001- protocol: ecdsa- AI role: route_planner_and_solver_scheduler_only- truth_access: false## BoundaryAI did not receive private fields.AI did not receive truth nonce fields.AI did not receive candidate private keys.AI score is not cryptographic evidence.## Solver Queue| Rank | Route | Solver Family | Reason | Claim Boundary ||---:|---|---|---|---|| 1 | hnp_window_leakage_check | lattice_hnp | bounded-window signal present | no recovery claim without d\u00b7G == P || 2 | delta_recurrence_probe | recurrence_analysis | weak repeated-delta support | observational unless exact gate passes || 3 | clean_control_refusal_check | none | verify no solver on PRF-like input | refusal is expected |## Required Integrity Gates- public-key validation for candidate_d- protocol verification for candidate signature claims- redaction scan before export- claim-boundary scan before publication<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043d\u0435 \u201cAI \u0440\u0435\u0448\u0438\u043b \u0437\u0430\u0434\u0430\u0447\u0443\u201d.<\/p>\n<p>\u042d\u0442\u043e audit trail \u0442\u043e\u0433\u043e, \u043f\u043e\u0447\u0435\u043c\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0437\u0440\u0435\u0448\u0438\u043b\u0430 \u0438\u043b\u0438 \u0437\u0430\u043f\u0440\u0435\u0442\u0438\u043b\u0430 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f.<\/p>\n<hr\/>\n<h3>\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u0434\u043b\u044f nonce-forensics<\/h3>\n<p>Nonce-forensics \u043e\u043f\u0430\u0441\u043d\u0430 \u0442\u0435\u043c, \u0447\u0442\u043e \u0443 \u043d\u0435\u0451 \u0435\u0441\u0442\u044c \u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u044b\u0445 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u044b\u0433\u043b\u044f\u0434\u044f\u0442 \u0432\u043f\u0435\u0447\u0430\u0442\u043b\u044f\u044e\u0449\u0435, \u043d\u043e \u0435\u0449\u0451 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u0434\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442.<\/p>\n<p>\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440:<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u041d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0435\u0449\u0451 \u043d\u0435 claim<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0435\u0441\u0442\u044c repeated delta<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0439 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0439 \u044d\u0444\u0444\u0435\u043a\u0442<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0435\u0441\u0442\u044c prefix support<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043d\u0443\u0436\u0435\u043d route \u0438 null baseline<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0435\u0441\u0442\u044c HNP-like \u0444\u043e\u0440\u043c\u0430<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043d\u0430\u0434\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c recoverability<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">lattice backend \u0432\u0435\u0440\u043d\u0443\u043b \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0432\u0435\u043a\u0442\u043e\u0440<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043d\u0430\u0434\u043e \u0434\u0435\u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c <code>d\u00b7G == P<\/code><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">AI \u0441\u0447\u0438\u0442\u0430\u0435\u0442 route \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u044d\u0442\u043e \u0442\u043e\u043b\u044c\u043a\u043e ordering signal<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">solver \u043d\u0430\u0448\u0451\u043b candidate<\/p>\n<\/td>\n<td>\n<p align=\"left\">candidate \u0435\u0449\u0451 \u043d\u0435 private key<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u0412 \u0442\u0430\u043a\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0433\u043b\u0430\u0432\u043d\u0430\u044f \u0443\u0433\u0440\u043e\u0437\u0430 \u2014 \u043d\u0435 \u043e\u0448\u0438\u0431\u043a\u0430 solver\u2019\u0430.<\/p>\n<p>\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u0443\u0433\u0440\u043e\u0437\u0430 \u2014 <strong>\u043b\u043e\u0436\u043d\u0430\u044f \u044d\u0441\u043a\u0430\u043b\u0430\u0446\u0438\u044f \u0441\u0442\u0430\u0442\u0443\u0441\u0430<\/strong>:<\/p>\n<pre><code>signal \u2192 candidate \u2192 recovery claim<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0431\u0435\u0437 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u044b\u0445 gates.<\/p>\n<p>Governed orchestration \u043d\u0443\u0436\u0435\u043d \u0438\u043c\u0435\u043d\u043d\u043e \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u0441\u0442\u0430\u0442\u0443\u0441 \u043d\u0435 \u043f\u043e\u0432\u044b\u0448\u0430\u043b\u0441\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438.<\/p>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u0446\u0435\u043f\u043e\u0447\u043a\u0430:<\/p>\n<pre><code>signal  \u2192 route suggestion  \u2192 solver gate  \u2192 deterministic run  \u2192 deterministic verification  \u2192 redacted evidence  \u2192 claim boundary<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>Clean control: \u043e\u0442\u043a\u0430\u0437 \u0442\u043e\u0436\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442<\/h3>\n<p>\u041e\u0434\u0438\u043d \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0432\u0430\u0436\u043d\u044b\u0445 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u2014 clean-control refusal.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u043a\u043e\u0440\u043f\u0443\u0441 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u043a\u0430\u043a PRF-like\/IID \u0438 \u043d\u0435\u0442 solver-ready \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u043d\u0435 \u201c\u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0447\u0442\u043e-\u043d\u0438\u0431\u0443\u0434\u044c \u043d\u0430 \u0432\u0441\u044f\u043a\u0438\u0439 \u0441\u043b\u0443\u0447\u0430\u0439\u201d, \u0430 \u043e\u0442\u043a\u0430\u0437\u0430\u0442\u044c:<\/p>\n<pre><code class=\"json\">{  \"risk\": \"clean_control_like\",  \"solver_ready\": false,  \"recovery_possible\": false,  \"solver_runs_on_clean_data\": false,  \"passed\": true}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u0442\u044c \u0441\u043a\u0443\u0447\u043d\u043e, \u043d\u043e \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u044d\u0442\u043e \u0441\u0438\u043b\u044c\u043d\u044b\u0439 forensic result.<\/p>\n<p>\u041f\u043e\u0447\u0435\u043c\u0443?<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e mature system \u0434\u043e\u043b\u0436\u043d\u0430 \u0443\u043c\u0435\u0442\u044c \u0434\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0438\u0433\u043d\u0430\u043b\u044b, \u043d\u043e \u0438 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 \u043e\u0442\u043a\u0430\u0437 \u043e\u0442 \u043b\u043e\u0436\u043d\u043e\u0433\u043e \u0432\u044b\u0432\u043e\u0434\u0430.<\/p>\n<p>AI \u0432 \u044d\u0442\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u0442\u043e\u0436\u0435 \u043d\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u201c\u0438\u0441\u043a\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u043f\u0443\u0442\u044c\u201d.<\/p>\n<p>\u041e\u043d \u0434\u043e\u043b\u0436\u0435\u043d \u0443\u043c\u0435\u0442\u044c \u0441\u043a\u0430\u0437\u0430\u0442\u044c:<\/p>\n<pre><code>Route: noneReason: no solver-ready signal under current evidence contractClaim: observational clean\/refusal<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u0437\u0430\u0449\u0438\u0449\u0430\u0435\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043e\u0442 \u0441\u0430\u043c\u043e\u0433\u043e \u043e\u043f\u0430\u0441\u043d\u043e\u0433\u043e \u0440\u0435\u0436\u0438\u043c\u0430: \u043a\u043e\u0433\u0434\u0430 solver \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u043d\u0430 \u0448\u0443\u043c\u0435, \u0430 \u043f\u043e\u0442\u043e\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u043f\u044b\u0442\u0430\u0435\u0442\u0441\u044f \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0448\u0443\u043c \u043a\u0430\u043a \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u0435.<\/p>\n<hr\/>\n<h3>Bridge starvation: \u0435\u0441\u043b\u0438 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b \u043d\u0435 \u0434\u0430\u043b \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0430, promotion \u0437\u0430\u043f\u0440\u0435\u0449\u0451\u043d<\/h3>\n<p>\u0415\u0449\u0451 \u043e\u0434\u0438\u043d \u0432\u0430\u0436\u043d\u044b\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u2014 bridge starvation.<\/p>\n<p>\u0415\u0441\u043b\u0438 protocol bridge \u043d\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u043b, \u0447\u0442\u043e \u0432\u0445\u043e\u0434\u043d\u044b\u0435 \u043f\u043e\u0434\u043f\u0438\u0441\u0438 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043b\u043e\u0436\u0430\u0442\u0441\u044f \u0432 \u043c\u043e\u0434\u0435\u043b\u044c, \u043d\u0435\u043b\u044c\u0437\u044f \u043f\u043e\u0432\u044b\u0448\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u0443\u0441 downstream-\u0430\u043d\u0430\u043b\u0438\u0437\u0430.<\/p>\n<p>\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0434\u043b\u044f BIP340 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u043f\u0430\u0440\u0443 <code>(r, s)<\/code>.<\/p>\n<p>\u041d\u0443\u0436\u043d\u043e \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c:<\/p>\n<pre><code>R* = sG - eP<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c:<\/p>\n<pre><code>0 &lt;= r &lt; p0 &lt;= s &lt; nR* != Oy(R*) is evenx(R*) == r<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0441\u043b\u0438 bridge \u043d\u0435 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442, AI \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u0441\u043a\u0430\u0437\u0430\u0442\u044c:<\/p>\n<pre><code>\u0432\u0441\u0451 \u0440\u0430\u0432\u043d\u043e route \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u0430\u0442\u0443\u0441:<\/p>\n<pre><code>promotion_allowed = falsereason = bridge starvation<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>AI \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c \u044d\u0442\u043e\u0442 \u043e\u0442\u043a\u0430\u0437, \u043d\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0435\u0433\u043e \u043e\u0431\u043e\u0439\u0442\u0438.<\/p>\n<hr\/>\n<h3>\u041a\u0430\u043a \u044d\u0442\u043e \u0441\u0432\u044f\u0437\u0430\u043d\u043e \u0441 Q-LLL \u0438 HNP<\/h3>\n<p>Q-LLL \u0432 \u044d\u0442\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u201c\u043c\u0430\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0437\u0430\u043c\u0435\u043d\u043e\u0439 LLL\u201d.<\/p>\n<p>\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c solver backend\u2019\u043e\u043c \u0438\u043b\u0438 advisory\/backend route \u0432\u043d\u0443\u0442\u0440\u0438 HNP-\u043f\u0443\u0442\u0438.<\/p>\n<p>\u041d\u043e route \u043a Q-LLL \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u043e\u044f\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u043e\u0433\u0434\u0430, \u043a\u043e\u0433\u0434\u0430 feature contract \u0434\u0430\u0451\u0442 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0438\u0435:<\/p>\n<pre><code>bounded leakageknown MSB\/LSBshort noncebounded errorwindow localityrecoverability sanity<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0421\u0445\u0435\u043c\u0430:<\/p>\n<pre><code>feature contract    \u2192 HNP route allowed?    \u2192 recoverability sanity    \u2192 lattice model selection    \u2192 Q-LLL \/ fplll backend    \u2192 decoder    \u2192 candidate    \u2192 d\u00b7G == P<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>AI \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c:<\/p>\n<pre><code>\u043f\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c HNP route \u0432\u044b\u0448\u0435 recurrence route<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u043e AI \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c:<\/p>\n<pre><code>Q-LLL \u043d\u0430\u0448\u0451\u043b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u043a\u043b\u044e\u0447<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e deterministic verification.<\/p>\n<hr\/>\n<h3>\u0412\u0430\u0436\u043d\u0430\u044f \u0434\u0435\u0442\u0430\u043b\u044c: AI \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c<\/h3>\n<p>\u0425\u043e\u0440\u043e\u0448\u0438\u0439 governed AI layer \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u043c.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0437\u0430\u0432\u0442\u0440\u0430 \u0432\u043c\u0435\u0441\u0442\u043e Majentik \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u0440\u0443\u0433\u0430\u044f \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u0438\u043b\u0438 \u0432\u043e\u043e\u0431\u0449\u0435 rule-based planner, cryptographic truth \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u0430 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c\u0441\u044f.<\/p>\n<p>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0439:<\/p>\n<pre><code>\u0437\u0430\u043c\u0435\u043d\u0430 AI \u043c\u043e\u0436\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u0440\u044f\u0434\u043e\u043a \u043e\u0447\u0435\u0440\u0435\u0434\u0438,\u043d\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u0430\u0432\u0438\u043b\u0430 acceptance.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0422\u043e \u0435\u0441\u0442\u044c:<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u0427\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c\u0441\u044f \u043f\u0440\u0438 \u0437\u0430\u043c\u0435\u043d\u0435 AI<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u0427\u0442\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c\u0441\u044f<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">route ordering<\/p>\n<\/td>\n<td>\n<p align=\"left\">public-key validation<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">rationale wording<\/p>\n<\/td>\n<td>\n<p align=\"left\">protocol verification<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">suggested follow-up<\/p>\n<\/td>\n<td>\n<p align=\"left\">claim boundary<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">queue priority<\/p>\n<\/td>\n<td>\n<p align=\"left\">redaction policy<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">report explanation<\/p>\n<\/td>\n<td>\n<p align=\"left\">deterministic evidence status<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u042d\u0442\u043e \u0432\u0430\u0436\u043d\u043e\u0435 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u043e.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0437\u0430\u043c\u0435\u043d\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u043c\u0435\u043d\u044f\u0435\u0442 cryptographic truth \u2014 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f.<\/p>\n<hr\/>\n<h3>\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u043d\u0435 prompt engineering<\/h3>\n<p>\u041c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u0431\u044b \u0441\u043a\u0430\u0437\u0430\u0442\u044c: \u201c\u043c\u044b \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0430\u043f\u0438\u0441\u0430\u043b\u0438 \u0445\u043e\u0440\u043e\u0448\u0438\u0439 prompt, \u0433\u0434\u0435 \u0437\u0430\u043f\u0440\u0435\u0442\u0438\u043b\u0438 AI \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u043a\u043b\u044e\u0447\u201d.<\/p>\n<p>\u041d\u043e prompt \u2014 \u044d\u0442\u043e \u043d\u0435 boundary.<\/p>\n<p>Prompt \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0438\u0441\u043a\u0430\u0437\u0438\u0442\u044c, \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0440\u0430\u0441\u043f\u0430\u0440\u0441\u0438\u0442\u044c, \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c.<\/p>\n<p>Governed orchestration \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043d\u0435 prompt-\u0441\u043b\u043e\u0435\u043c, \u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u043c \u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442\u043e\u043c:<\/p>\n<pre><code>input sanitizerforbidden-field scannerrole declarationschema validationqueue-only outputdeterministic gatesredaction scanclaim-boundary scan<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0422\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u044c \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u201c\u043f\u0440\u043e\u0441\u0438\u043c \u043d\u0435 \u0434\u0435\u043b\u0430\u0442\u044c \u043e\u043f\u0430\u0441\u043d\u043e\u0435\u201d.<\/p>\n<p>\u0415\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u043e \u043d\u0435 \u0434\u0430\u044e\u0442:<\/p>\n<ul>\n<li>\n<p>secret material;<\/p>\n<\/li>\n<li>\n<p>truth fields;<\/p>\n<\/li>\n<li>\n<p>acceptance endpoint;<\/p>\n<\/li>\n<li>\n<p>authority to emit recovery claim.<\/p>\n<\/li>\n<\/ul>\n<p>\u042d\u0442\u043e \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0438\u0430\u043b\u044c\u043d\u043e \u0434\u0440\u0443\u0433\u043e\u0435.<\/p>\n<hr\/>\n<h3>\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/h3>\n<p>\u0423\u0441\u043b\u043e\u0432\u043d\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u0432\u0445\u043e\u0434\u0430:<\/p>\n<pre><code class=\"json\">{  \"case_id\": \"string\",  \"protocol\": \"ecdsa|bip340|musig2\",  \"truth_access\": false,  \"integer_only\": true,  \"normalized_metrics_used\": false,  \"fractional_thresholds_used\": false,  \"feature_contract\": {    \"group_context\": {},    \"public_observables\": {},    \"exact_integer_metrics\": {},    \"solver_gate_signals\": {}  },  \"forbidden_fields_absent\": [    \"private_key\",    \"candidate_d\",    \"raw_nonce\",    \"truth_d\",    \"truth_k\"  ]}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0423\u0441\u043b\u043e\u0432\u043d\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u0432\u044b\u0445\u043e\u0434\u0430:<\/p>\n<pre><code class=\"json\">{  \"case_id\": \"case_001\",  \"ai_role\": \"route_planner_and_solver_scheduler_only\",  \"truth_access\": false,  \"acceptance_authority\": \"deterministic_integrity_gate_only\",  \"ai_score_is_cryptographic_evidence\": false,  \"solver_queue\": [],  \"required_integrity_gates\": [],  \"forbidden_claims\": [    \"private_key_recovered_by_ai\",    \"nonce_recovered_by_ai\",    \"recovery_success_without_public_key_validation\"  ]}<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u0441\u043a\u0443\u0447\u043d\u043e \u0432 \u0445\u043e\u0440\u043e\u0448\u0435\u043c \u0441\u043c\u044b\u0441\u043b\u0435.<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0435 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u0431\u044b\u0442\u044c \u0441\u043a\u0443\u0447\u043d\u044b\u043c\u0438 \u0442\u0430\u043c, \u0433\u0434\u0435 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f claims.<\/p>\n<hr\/>\n<h3>\u0427\u0442\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c<\/h3>\n<p>Governed solver orchestration \u0434\u0430\u0451\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u044d\u0444\u0444\u0435\u043a\u0442\u043e\u0432.<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430<\/p>\n<\/th>\n<th>\n<p align=\"left\">\u0427\u0442\u043e \u0434\u0430\u0451\u0442 \u0441\u043b\u043e\u0439<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u043c\u043d\u043e\u0433\u043e solver variants<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0441\u0442\u0440\u043e\u0438\u0442 \u043e\u0447\u0435\u0440\u0435\u0434\u044c<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0442\u0440\u0443\u0434\u043d\u043e \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c, \u043f\u043e\u0447\u0435\u043c\u0443 \u0437\u0430\u043f\u0443\u0449\u0435\u043d route<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0438\u0448\u0435\u0442 rationale<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0440\u0438\u0441\u043a \u043b\u043e\u0436\u043d\u043e\u0433\u043e recovery narrative<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0444\u0438\u043a\u0441\u0438\u0440\u0443\u0435\u0442 claim boundary<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">AI \u043c\u043e\u0436\u0435\u0442 \u0433\u0430\u043b\u043b\u044e\u0446\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043d\u0435\u0442 acceptance authority<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0447\u0438\u0441\u0442\u044b\u0439 \u043a\u043e\u0440\u043f\u0443\u0441 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043b\u043e\u0436\u043d\u044b\u0439 solver run<\/p>\n<\/td>\n<td>\n<p align=\"left\">clean-control refusal<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">public\/eval\/internal \u043a\u043e\u043d\u0442\u0443\u0440\u044b \u0441\u043c\u0435\u0448\u0438\u0432\u0430\u044e\u0442\u0441\u044f<\/p>\n<\/td>\n<td>\n<p align=\"left\">truth\/private guard<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">buyer report \u043c\u043e\u0436\u0435\u0442 \u0437\u0432\u0443\u0447\u0430\u0442\u044c \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0430\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u043e<\/p>\n<\/td>\n<td>\n<p align=\"left\">buyer-safe wording<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0441\u043b\u043e\u0436\u043d\u043e \u0432\u043e\u0441\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u0438 \u0445\u043e\u0434 \u0430\u043d\u0430\u043b\u0438\u0437\u0430<\/p>\n<\/td>\n<td>\n<p align=\"left\">JSON + Markdown audit trail<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u0413\u043b\u0430\u0432\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:<\/p>\n<pre><code>AI \u0443\u0441\u043a\u043e\u0440\u044f\u0435\u0442 triage, \u043d\u043e \u043d\u0435 \u043c\u0435\u043d\u044f\u0435\u0442 evidence law.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u0427\u0442\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u044c \u0438\u043b\u0438 \u0432\u043d\u0435\u0448\u043d\u0438\u0439 \u0430\u0443\u0434\u0438\u0442\u043e\u0440<\/h3>\n<p>\u0414\u043b\u044f \u0432\u043d\u0435\u0448\u043d\u0435\u0433\u043e \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0430 \u0432\u0430\u0436\u043d\u043e \u043d\u0435 \u0442\u043e, \u0447\u0442\u043e \u201c\u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0435\u0441\u0442\u044c AI\u201d.<\/p>\n<p>\u0421\u043a\u043e\u0440\u0435\u0435 \u043d\u0430\u043e\u0431\u043e\u0440\u043e\u0442: \u043d\u0430\u043b\u0438\u0447\u0438\u0435 AI \u043e\u0431\u044b\u0447\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u0442 \u0442\u0440\u0435\u0432\u043e\u0436\u043d\u043e\u0441\u0442\u044c.<\/p>\n<p>\u0412\u043e\u043f\u0440\u043e\u0441 \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0430 \u0431\u0443\u0434\u0435\u0442 \u0442\u0430\u043a\u0438\u043c:<\/p>\n<pre><code>\u041c\u043e\u0436\u0435\u0442 \u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u0432\u043b\u0438\u044f\u0442\u044c \u043d\u0430 cryptographic claim?<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442:<\/p>\n<pre><code>\u041d\u0435\u0442.\u041c\u043e\u0434\u0435\u043b\u044c \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0432\u043b\u0438\u044f\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u043f\u043e\u0440\u044f\u0434\u043e\u043a \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439.Acceptance \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f deterministic verifier\u2019\u043e\u043c.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u042d\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0440\u0430\u0437\u0438\u0442\u044c \u043a\u0430\u043a buyer-facing guarantee:<\/p>\n<pre><code>AI cannot accept secrets.AI cannot produce recovery claims.AI cannot bypass deterministic gates.AI output is queue metadata, not cryptographic evidence.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0414\u043b\u044f serious buyer \u044d\u0442\u043e \u0437\u0432\u0443\u0447\u0438\u0442 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u201c\u0443 \u043d\u0430\u0441 AI \u0441\u0430\u043c \u0432\u0441\u0451 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442\u201d.<\/p>\n<hr\/>\n<h3>\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0448\u0438\u0440\u0435, \u0447\u0435\u043c nonce-observatory<\/h3>\n<p>\u042d\u0442\u043e\u0442 \u043f\u0430\u0442\u0442\u0435\u0440\u043d \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043a \u043a\u0440\u0438\u043f\u0442\u043e\u0444\u043e\u0440\u0435\u043d\u0437\u0438\u043a\u0435.<\/p>\n<p>\u0412 high-assurance \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 AI \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0435\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u043a planner, \u0430 \u043d\u0435 \u043a\u0430\u043a authority.<\/p>\n<div>\n<div class=\"table\">\n<table>\n<tbody>\n<tr>\n<th>\n<p align=\"left\">\u041e\u0431\u043b\u0430\u0441\u0442\u044c<\/p>\n<\/th>\n<th>\n<p align=\"left\">AI \u043c\u043e\u0436\u0435\u0442<\/p>\n<\/th>\n<th>\n<p align=\"left\">AI \u043d\u0435 \u0434\u043e\u043b\u0436\u0435\u043d<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u041a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c solver routes<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c private key<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">\u0424\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0442\u044c lemmas<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043e\u0431\u044a\u044f\u0432\u043b\u044f\u0442\u044c proof \u0434\u043e\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u043c<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Security audit<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c findings<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0442\u044c exploit \u0431\u0435\u0437 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Medicine<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0442\u044c \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432\u0440\u0430\u0447\u0443<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0434\u0438\u0430\u0433\u043d\u043e\u0437<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Finance risk<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0440\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0442\u044c \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044e<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"left\">Infrastructure<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0442\u044c remediation plan<\/p>\n<\/td>\n<td>\n<p align=\"left\">\u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c destructive change \u0431\u0435\u0437 gate<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u0412\u0435\u0437\u0434\u0435 \u043e\u0434\u043d\u0430 \u0438 \u0442\u0430 \u0436\u0435 \u0438\u0434\u0435\u044f:<\/p>\n<pre><code>AI output becomes a proposal,not an accepted fact.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u0427\u0442\u043e \u043c\u044b \u043d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c<\/h3>\n<p>\u042d\u0442\u043e\u0442 \u0440\u0430\u0437\u0434\u0435\u043b \u0432\u0430\u0436\u043d\u0435\u0435, \u0447\u0435\u043c \u043a\u0430\u0436\u0435\u0442\u0441\u044f.<\/p>\n<p>\u041c\u044b \u043d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>AI \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u0442 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0435 \u043a\u043b\u044e\u0447\u0438.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>AI \u043c\u043e\u0436\u0435\u0442 \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c cryptographic verifier.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>AI score \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f evidence.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>Q-LLL \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 LLL\/fplll.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>\u043b\u044e\u0431\u043e\u0439 ECDSA\/Schnorr\/MuSig2 \u043a\u043b\u044e\u0447 \u043c\u043e\u0436\u043d\u043e \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>\u043b\u044e\u0431\u043e\u0439 anomaly signal \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041d\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u043c, \u0447\u0442\u043e:<\/p>\n<pre><code>route recommendation \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442 recovery possibility.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f claim boundary \u0442\u0430\u043a\u0430\u044f:<\/p>\n<pre><code>\u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u0436\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u044c public-safe feature contract,\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c nonce-defect signals,\u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0442\u044c solver routes,\u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c solver \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0435\u0440\u0435\u0437 gate,\u0438 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0435\u0440\u0435\u0437 deterministic verification.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u0418\u0442\u043e\u0433: AI suggests, exact verifier decides<\/h3>\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u043c\u044b \u043d\u0435 \u043f\u044b\u0442\u0430\u043b\u0438\u0441\u044c \u0441\u0434\u0435\u043b\u0430\u0442\u044c AI \u0443\u043c\u043d\u0435\u0435 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438.<\/p>\n<p>\u041c\u044b \u0441\u0434\u0435\u043b\u0430\u043b\u0438 \u043e\u0431\u0440\u0430\u0442\u043d\u043e\u0435:<\/p>\n<blockquote>\n<p>\u043f\u043e\u0441\u0442\u0440\u043e\u0438\u043b\u0438 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b AI \u043c\u043e\u0433 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0434\u0430\u0436\u0435 \u0442\u043e\u0433\u0434\u0430, \u043a\u043e\u0433\u0434\u0430 \u043e\u043d \u043e\u0448\u0438\u0431\u0430\u0435\u0442\u0441\u044f.<\/p>\n<\/blockquote>\n<p>\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u043c\u0430\u0440\u0448\u0440\u0443\u0442.<\/p>\n<p>\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u043e\u0448\u0438\u0431\u0438\u0442\u044c\u0441\u044f \u0432 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u0435.<\/p>\n<p>\u041e\u043d \u043c\u043e\u0436\u0435\u0442 \u043d\u0435\u0443\u0434\u0430\u0447\u043d\u043e \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c failure mode.<\/p>\n<p>\u041d\u043e \u043e\u043d \u043d\u0435 \u043c\u043e\u0436\u0435\u0442:<\/p>\n<pre><code>\u043f\u0440\u0438\u043d\u044f\u0442\u044c private key;\u0443\u0432\u0438\u0434\u0435\u0442\u044c truth nonce;\u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c candidate_d;\u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u0442\u044c confidence \u0432 evidence;\u043f\u043e\u0432\u044b\u0441\u0438\u0442\u044c observational signal \u0434\u043e recovery claim;\u043e\u0431\u043e\u0439\u0442\u0438 d\u00b7G == P.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0412 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u0435\u0435, \u0447\u0435\u043c \u201c\u0443\u043c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c\u201d.<\/p>\n<p>\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e mature AI layer \u0432 high-assurance \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043d\u0435 \u043e\u0440\u0430\u043a\u0443\u043b\u043e\u043c, \u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u044b\u043c \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u043c \u0432\u043d\u0443\u0442\u0440\u0438 \u0444\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0443\u0440\u0430.<\/p>\n<p>\u0424\u0438\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u0444\u043e\u0440\u043c\u0443\u043b\u0430 \u0432\u0441\u0435\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b:<\/p>\n<pre><code>AI suggests.Solver computes.Exact verifier decides.Evidence contract speaks.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0418\u043c\u0435\u043d\u043d\u043e \u0432 \u0442\u0430\u043a\u043e\u043c \u0432\u0438\u0434\u0435 AI \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043d\u0435 \u0443\u0433\u0440\u043e\u0437\u043e\u0439 \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0447\u0435\u0441\u0442\u043d\u043e\u0441\u0442\u0438, \u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c \u0441\u043b\u043e\u0435\u043c: \u043e\u043d \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c\u044e, \u043d\u043e \u043d\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u043d\u0430 \u0438\u0441\u0442\u0438\u043d\u0443.<\/p>\n<hr\/>\n<h3>\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 A. \u041c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f evidence-\u0446\u0435\u043f\u043e\u0447\u043a\u0430:<\/h3>\n<pre><code>public signatures      |      vprotocol bridge      |      vexact feature contract      |      vgoverned AI route planner      |      vsolver queue      |      vsolver backend      |      vdeterministic integrity gate      |      vredacted evidence      |      vclaim boundary report<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0413\u043b\u0430\u0432\u043d\u043e\u0435 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u043e:<\/p>\n<pre><code>AI \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d \u0434\u043e solver run \u0438 \u0434\u043e acceptance gate.AI \u043d\u0435 \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d \u043f\u043e\u0441\u043b\u0435 candidate \u043a\u0430\u043a authority.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<hr\/>\n<h3>\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 B. \u041c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0442\u0435\u0441\u0442\u043e\u0432\u044b\u0439 \u0438\u043d\u0432\u0430\u0440\u0438\u0430\u043d\u0442:<\/h3>\n<p>\u0415\u0441\u043b\u0438 \u043c\u043e\u0434\u0443\u043b\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e, \u0434\u043e\u043b\u0436\u043d\u044b \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c\u0441\u044f \u0445\u043e\u0442\u044f \u0431\u044b \u0442\u0430\u043a\u0438\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u044f:<\/p>\n<pre><code>truth_access == falseai_role == route_planner_and_solver_scheduler_onlyai_accepts_candidate_d == falseai_accepts_recovery_claim == falseai_score_is_cryptographic_evidence == falseacceptance_authority == deterministic_integrity_gate_only<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<p>\u0415\u0441\u043b\u0438 \u0445\u043e\u0442\u044f \u0431\u044b \u043e\u0434\u043d\u043e \u0438\u0437 \u044d\u0442\u0438\u0445 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0439 \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f, AI-\u0441\u043b\u043e\u0439 \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043d\u0435\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u043c.<\/p>\n<hr\/>\n<h3>\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 C. \u0421\u0430\u043c\u0430\u044f \u043a\u043e\u0440\u043e\u0442\u043a\u0430\u044f \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u0430 \u0434\u043b\u044f README:<\/h3>\n<pre><code>Governed Solver Orchestration \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 AI-\u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c solver-\u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u043f\u043e public-safe feature contracts.AI \u043d\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 truth\/private\/nonce material, \u043d\u0435 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 candidate secrets \u0438 \u043d\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 recovery claims.\u041b\u044e\u0431\u043e\u0435 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430 \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u0437\u0430 deterministic integrity gates: public-key \u0438\u043b\u0438 protocol verification.<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><img style=\"width:14px;height:14px;object-fit:cover;object-position:left;\"\/><\/a><\/div><\/pre>\n<\/div>\n<p>\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/1034540\/\">https:\/\/habr.com\/ru\/articles\/1034540\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041a\u0430\u043a \u043c\u044b \u0432\u0441\u0442\u0440\u043e\u0438\u043b\u0438 LLM \u0432 \u043a\u0440\u0438\u043f\u0442\u043e\u0444\u043e\u0440\u0435\u043d\u0437\u0438\u043a\u0443 \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0430 \u043c\u043e\u0433\u043b\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c solver\u2019\u0430\u043c\u0438, \u043d\u043e \u043d\u0435 \u043c\u043e\u0433\u043b\u0430 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 \u043a\u043b\u044e\u0447, nonce \u0438\u043b\u0438 recovery claim\u041d\u0435 \u201cAI \u0432\u0437\u043b\u043e\u043c\u0430\u043b \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044e\u201d, \u0430 \u201cAI \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u0431\u044b\u0442\u044c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u043c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0438\u0441\u0442\u0438\u043d\u044b\u201d\u041a\u043e\u0433\u0434\u0430 AI \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u043a \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u043e\u0431\u044b\u0447\u043d\u043e \u0437\u0430\u0434\u0430\u044e\u0442 \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 \u0432\u043e\u043f\u0440\u043e\u0441:\u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043d\u0430\u0439\u0442\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442?\u0412 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e.\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441 \u0434\u0440\u0443\u0433\u043e\u0439:\u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0432\u0441\u0442\u0440\u043e\u0438\u0442\u044c AI \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u0434\u0430\u0436\u0435 \u043f\u0440\u0438 \u043e\u0448\u0438\u0431\u043a\u0435 \u043e\u043d \u043d\u0435 \u043c\u043e\u0433 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043e\u043f\u0430\u0441\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435?\u042d\u0442\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0432\u0430\u0436\u043d\u043e \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u043c\u0438 \u043f\u043e\u0434\u043f\u0438\u0441\u044f\u043c\u0438, nonce, \u0440\u0435\u0448\u0451\u0442\u043a\u0430\u043c\u0438, HNP-\u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0430\u043c\u0438 \u0438 candidate private key. \u0422\u0430\u043c \u043d\u0435\u043b\u044c\u0437\u044f \u0441\u043a\u0430\u0437\u0430\u0442\u044c: \u201c\u043c\u043e\u0434\u0435\u043b\u044c \u0443\u0432\u0435\u0440\u0435\u043d\u0430, \u0437\u043d\u0430\u0447\u0438\u0442 \u043a\u043b\u044e\u0447 \u043d\u0430\u0439\u0434\u0435\u043d\u201d. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u0440\u0438\u043d\u044f\u0442\u044c candidate_d \u043f\u043e confidence score. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u043a\u0440\u0430\u0441\u0438\u0432\u043e\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0432 cryptographic evidence. \u041d\u0435\u043b\u044c\u0437\u044f \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u043c\u0443 reasoning \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443:candidate_d \u00b7 G == observed_public_key\u0418\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u043b\u043e\u0439 nonce-observatory \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0441\u044f \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441\u0430\u043b\u044c\u043d\u044b\u043c:\u043c\u044b \u0432\u0441\u0442\u0440\u043e\u0438\u043b\u0438 AI \u043d\u0435 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u043b \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0430 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u043b \u043e\u0447\u0435\u0440\u0435\u0434\u044c\u044e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u043d\u0435 \u0438\u043c\u0435\u044f \u043f\u0440\u0430\u0432\u0430 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.\u042d\u0442\u043e\u0442 \u0441\u043b\u043e\u0439 \u044f \u043d\u0430\u0437\u044b\u0432\u0430\u044e governed solver orchestration.\u041a\u043e\u0440\u043e\u0442\u043a\u043e: \u0447\u0442\u043e \u0431\u044b\u043b\u043e \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0447\u0430\u0441\u0442\u0438\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u043b\u0438 nonce-observatory \u043a\u0430\u043a forensic-\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0441\u043b\u0430\u0431\u044b\u0445 nonce \u0432 ECDSA, Schnorr\/BIP340 \u0438 MuSig2\/BIP327.\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u0438\u0434\u0435\u044f \u0431\u044b\u043b\u0430 \u0442\u0430\u043a\u043e\u0439:\u043f\u043e\u0434\u043f\u0438\u0441\u044c \u2014 \u044d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0430\u0440\u0430 \u0447\u0438\u0441\u0435\u043b (r, s);\u043f\u043e\u0434\u043f\u0438\u0441\u044c \u2014 \u044d\u0442\u043e \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u0430\u044f \u043f\u0440\u043e\u0435\u043a\u0446\u0438\u044f \u0441\u043a\u0440\u044b\u0442\u043e\u0433\u043e nonce k \u0438 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430 d.\u0415\u0441\u043b\u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c protocol bridge, \u0442\u043e \u0438\u0437 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u043e\u0434\u043f\u0438\u0441\u0435\u0439 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c affine-\u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0441\u043a\u0440\u044b\u0442\u044b\u0445 nonce-\u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432, \u0442\u043e\u0447\u043d\u044b\u0435 \u0446\u0435\u043b\u043e\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u0438\u043d\u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b, \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0438 \u0441\u0436\u0430\u0442\u0438\u044f, HNP-\u043c\u0430\u0440\u0448\u0440\u0443\u0442\u044b \u0438, \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0441\u0442\u0440\u043e\u0433\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445, candidate private key.\u0414\u043b\u044f ECDSA:s = k^{-1}(z + r\u00b7d) mod n\u041e\u0442\u0441\u044e\u0434\u0430:k(d&#8217;) = s^{-1}(z + r\u00b7d&#8217;) mod n\u0414\u043b\u044f Schnorr\/BIP340:s = k + e\u00b7d mod n\u041e\u0442\u0441\u044e\u0434\u0430:k(d&#8217;) = s &#8212; e\u00b7d&#8217; mod n\u0414\u043b\u044f \u0433\u0440\u0443\u043f\u043f\u044b \u043f\u043e\u0434\u043f\u0438\u0441\u0435\u0439 \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u043a\u043b\u044e\u0447\u0430 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e:K(d&#8217;) = { k_1(d&#8217;), k_2(d&#8217;), &#8230;, k_m(d&#8217;) }\u0418\u0441\u0442\u0438\u043d\u043d\u044b\u0439 d \u2014 \u044d\u0442\u043e \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440, \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0441\u043a\u0440\u044b\u0442\u0430\u044f nonce-\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u043b\u043e \u043f\u0440\u0438 \u043f\u043e\u0434\u043f\u0438\u0441\u0430\u043d\u0438\u0438.\u0415\u0441\u043b\u0438 nonce-\u0433\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440 \u0431\u044b\u043b \u0441\u043b\u0430\u0431\u044b\u043c, \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u044f\u0432\u0438\u0442\u044c\u0441\u044f \u043a\u0430\u043a:\u043f\u043e\u0432\u0442\u043e\u0440;\u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d;\u043e\u0431\u0449\u0438\u0439 \u043f\u0440\u0435\u0444\u0438\u043a\u0441;ladder;recurrence;bounded-window leakage;HNP-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430;MuSig2 effective nonce defect \u043f\u043e\u0441\u043b\u0435 protocol aggregation.\u041d\u043e \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0443\u0435\u0442 \u0436\u0435\u043b\u0435\u0437\u043d\u043e\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043e:\u0441\u0438\u0433\u043d\u0430\u043b \u2260 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435candidate \u2260 private keyAI score \u2260 cryptographic evidence\u041a\u0430\u043d\u0434\u0438\u0434\u0430\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0435\u0440\u0435\u0437 deterministic gate:d \u00b7 G == P\u0438\u043b\u0438 \u0447\u0435\u0440\u0435\u0437 protocol-specific verification, \u0435\u0441\u043b\u0438 \u0440\u0435\u0447\u044c \u0438\u0434\u0451\u0442 \u043d\u0435 \u043e private key, \u0430 \u043e \u043f\u043e\u0434\u043f\u0438\u0441\u0438, partial signature \u0438\u043b\u0438 membership claim.\u0417\u0430\u0447\u0435\u043c \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0443\u0436\u0435\u043d AI \u0432 \u0442\u0430\u043a\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435\u041d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434, \u0435\u0441\u043b\u0438 \u0432\u0441\u0451 \u0434\u043e\u043b\u0436\u043d\u043e \u0440\u0435\u0448\u0430\u0442\u044c\u0441\u044f exact verifier\u2019\u043e\u043c, AI \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u043d\u0443\u0436\u0435\u043d.\u041d\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u0430\u044f forensic-\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0431\u044b\u0441\u0442\u0440\u043e \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e\u043c\u0435\u0440\u043d\u043e\u0439.\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u044b:\u041f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u0427\u0442\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442\u0441\u044fECDSA(r, s, z, P) \u0438 affine pullback \u0447\u0435\u0440\u0435\u0437 u_r, u_zSchnorr\/BIP340R* = sG &#8212; eP, x-only\/even-Y membershipMuSig2\/BIP327partial signatures, aggregate nonce, key aggregation coefficients, parity corrections\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0441\u044b nonce-\u0434\u0435\u0444\u0435\u043a\u0442\u043e\u0432:\u041a\u043b\u0430\u0441\u0441\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442repeated noncedirect algebrashort noncebounded search \/ HNPknown MSB\/LSBHNP \/ latticesmall nonce differencedifference route \/ latticeprefix leakagebounded-error HNPrecurrencePolynonce-like routefinite coveragebounded pullback searchPRF-like \/ IIDrefusal \/ observational-only\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 solver backend\u2019\u044b:rule-based direct algebrabounded searchHNP lattice routefplllQ-LLLcustom decodercross-signature votepublic-key validation\u0415\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u044b\u0435 \u043e\u0442\u0447\u0451\u0442\u044b:feature_contract.jsonrisk_ranking.jsonsolver_report.jsonredacted_solver_report.jsonclaim_boundary_report.jsonai_review_report.json\u041d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430:\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0443\u043c\u0435\u0435\u0442 \u0432\u0438\u0434\u0435\u0442\u044c \u0441\u0438\u0433\u043d\u0430\u043b\u044b, \u043d\u043e \u0435\u0439 \u043d\u0443\u0436\u0435\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u044b\u0439 \u0441\u043b\u043e\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0440\u0435\u0448\u0430\u0435\u0442, \u0447\u0442\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435, \u0432 \u043a\u0430\u043a\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443.\u0420\u0430\u043d\u044c\u0448\u0435 \u044d\u0442\u043e \u0434\u0435\u043b\u0430\u043b \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e. \u041d\u043e \u0440\u0443\u0447\u043d\u043e\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043b\u043e\u0445\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u0442\u0441\u044f: \u043b\u0435\u0433\u043a\u043e \u0437\u0430\u0431\u044b\u0442\u044c \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c, \u043f\u0435\u0440\u0435\u043f\u0443\u0442\u0430\u0442\u044c route, \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c solver \u0442\u0430\u043c, \u0433\u0434\u0435 gate \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u0437\u0430\u043a\u0440\u044b\u0442, \u0438\u043b\u0438 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c claim.AI \u0437\u0434\u0435\u0441\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u043d\u0435 \u043a\u0430\u043a \u201c\u043e\u0440\u0430\u043a\u0443\u043b\u201d, \u0430 \u043a\u0430\u043a \u0434\u0438\u0441\u043f\u0435\u0442\u0447\u0435\u0440:feature contract    \u2192 route interpretation    \u2192 solver plan    \u2192 solver queue    \u2192 human\/machine-readable rationale\u041d\u043e \u0435\u0441\u0442\u044c \u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c: \u0435\u0441\u043b\u0438 AI \u0443\u043c\u0435\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u044c solver plan, \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u043d\u0430\u0447\u0430\u0442\u044c \u0437\u0432\u0443\u0447\u0430\u0442\u044c \u0442\u0430\u043a, \u0431\u0443\u0434\u0442\u043e \u0443\u043c\u0435\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.\u0418 \u0432\u043e\u0442 \u044d\u0442\u043e \u043d\u0430\u0434\u043e \u0437\u0430\u043f\u0440\u0435\u0442\u0438\u0442\u044c \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e.\u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430: AI-oracle\u041f\u043b\u043e\u0445\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0442\u0430\u043a:signature corpus      |      vAI analysis      |      v&#187;candidate key seems valid&#187;      |      vrecovery claim\u042d\u0442\u043e \u043d\u0435\u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u043e.\u041f\u043e\u0447\u0435\u043c\u0443?\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0432 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u043d\u0435\u043b\u044c\u0437\u044f \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e.\u0424\u0440\u0430\u0437\u0430:\u041c\u043e\u0434\u0435\u043b\u044c \u0441\u0447\u0438\u0442\u0430\u0435\u0442, \u0447\u0442\u043e \u044d\u0442\u043e\u0442 d \u043f\u043e\u0445\u043e\u0436 \u043d\u0430 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439.\u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0441\u043c\u044b\u0441\u043b\u0430.\u041a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u043c\u044b\u0441\u043b \u0438\u043c\u0435\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e:d \u00b7 G == P\u0438\u043b\u0438:Verify(P, m, sig) == true\u0438\u043b\u0438:BIP340 membership bridge passed all deterministic checks\u0438\u043b\u0438:public signature relation reconstructs exactlyAI \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u0432 reasoning, \u043d\u043e reasoning \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f acceptance authority.\u0424\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e:AI confidence \u2209 cryptographic evidence\u0438:textual explanation \u2209 verification proof\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430: governed solver orchestration\u041d\u043e\u0432\u044b\u0439 \u0441\u043b\u043e\u0439 \u0431\u044b\u043b \u043e\u0444\u043e\u0440\u043c\u043b\u0435\u043d \u043a\u0430\u043a \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u043c\u043e\u0434\u0443\u043b\u044c:src\/nonce_observatory\/ai\/governed_solver_orchestrator.py\u0415\u0433\u043e \u0440\u043e\u043b\u044c \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u043d\u043e \u0443\u0437\u043a\u0430\u044f:route_planner_and_solver_scheduler_only\u0422\u043e \u0435\u0441\u0442\u044c AI \u043c\u043e\u0436\u0435\u0442:\u0447\u0438\u0442\u0430\u0442\u044c public-safe feature contract;\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c route plan;\u0440\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u0442\u044c solver families;\u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c solver queue;\u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c, \u043f\u043e\u0447\u0435\u043c\u0443 \u043e\u0434\u0438\u043d \u043c\u0430\u0440\u0448\u0440\u0443\u0442 \u0432\u044b\u0448\u0435 \u0434\u0440\u0443\u0433\u043e\u0433\u043e;\u0443\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u0447\u0430\u0441\u0442\u044c cases \u0434\u043e\u043b\u0436\u043d\u0430 \u043e\u0441\u0442\u0430\u0442\u044c\u0441\u044f observational-only;\u043f\u043e\u043c\u043e\u0447\u044c \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c human-readable \u043e\u0442\u0447\u0451\u0442.\u041d\u043e AI \u043d\u0435 \u043c\u043e\u0436\u0435\u0442:\u0432\u0438\u0434\u0435\u0442\u044c truth\/private\/nonce \u043f\u043e\u043b\u044f;\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c candidate_d;\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c k;\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c recovery claim;\u043e\u0431\u044a\u044f\u0432\u043b\u044f\u0442\u044c solver success;\u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0441\u0432\u043e\u0439 score evidence;\u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c deterministic integrity gate.\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u043e \u044d\u0442\u043e \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0442\u0430\u043a:              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 public-safe feature contract \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 forbidden-field sanitizer    \u2502              \u2502 truth\/private\/nonce guard    \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 AI route planner             \u2502              \u2502 no cryptographic authority   \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 governed solver queue        \u2502              \u2502 routes, priorities, rationale\u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 deterministic solver\/backend \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 integrity gate               \u2502              \u2502 d\u00b7G == P \/ Verify == true    \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                             \u2502                             v              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502 redacted evidence report     \u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0439 \u043c\u043e\u043c\u0435\u043d\u0442:AI \u0441\u0442\u043e\u0438\u0442 \u043c\u0435\u0436\u0434\u0443 feature contract \u0438 solver queue, \u0430 \u043d\u0435 \u043c\u0435\u0436\u0434\u0443 solver result \u0438 truth acceptance.Non-escalation boundary\u0426\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u0438\u043d\u0446\u0438\u043f \u044d\u0442\u043e\u0433\u043e \u0441\u043b\u043e\u044f \u2014 non-escalation boundary.\u042d\u0442\u043e \u0433\u0440\u0430\u043d\u0438\u0446\u0430, \u0447\u0435\u0440\u0435\u0437 \u043a\u043e\u0442\u043e\u0440\u0443\u044e AI \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0434\u043d\u044f\u0442\u044c\u0441\u044f \u0438\u0437 \u0440\u043e\u043b\u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0430 \u0432 \u0440\u043e\u043b\u044c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e verifier\u2019\u0430.\u041c\u043e\u0436\u043d\u043e \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0430\u043a:AI may propose actions.AI may not accept facts.\u0418\u043b\u0438 \u043f\u043e-\u0440\u0443\u0441\u0441\u043a\u0438:AI \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435, \u043d\u043e \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0430 \u043e\u0431\u044a\u044f\u0432\u0438\u0442\u044c \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0444\u0430\u043a\u0442.\u0422\u0430\u0431\u043b\u0438\u0446\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0441\u044f \u0442\u0430\u043a\u0430\u044f:\u0420\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u043e AI\u0417\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e AI\u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043f\u043e\u0440\u044f\u0434\u043e\u043a solver routes\u043f\u0440\u0438\u043d\u044f\u0442\u044c candidate_d\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c solver family\u043f\u0440\u0438\u043d\u044f\u0442\u044c k\u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c solver queue\u0432\u0438\u0434\u0435\u0442\u044c truth\/private fields\u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c failure mode\u0441\u0435\u0440\u0438\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c secret material\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c bounded follow-up\u0434\u0435\u043b\u0430\u0442\u044c recovery claim\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u044c route confidence\u0441\u0447\u0438\u0442\u0430\u0442\u044c score \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u043c evidence\u043f\u043e\u043c\u043e\u0447\u044c \u0441 buyer-safe wording\u043e\u0431\u0445\u043e\u0434\u0438\u0442\u044c deterministic verifier\u042d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u201c\u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438\u201d. \u042d\u0442\u043e \u0447\u0430\u0441\u0442\u044c \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e\u0441\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.\u041f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u0435\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442\u044c candidate_d, \u0432\u0441\u044f evidence-\u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f.\u041f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u043d\u0435 \u0431\u044e\u0440\u043e\u043a\u0440\u0430\u0442\u0438\u044f\u041d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c\u0441\u044f, \u0447\u0442\u043e \u043c\u044b \u043f\u0440\u043e\u0441\u0442\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0440\u0435\u0442\u043e\u0432.\u041d\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u044d\u0442\u0438 \u0437\u0430\u043f\u0440\u0435\u0442\u044b \u0434\u0435\u043b\u0430\u044e\u0442 AI \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c.\u0415\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u043a\u043b\u044e\u0447, \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043d\u0435\u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0439 oracle.\u0415\u0441\u043b\u0438 AI \u043c\u043e\u0436\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043e\u0447\u0435\u0440\u0435\u0434\u044c \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f.\u0412 \u0432\u0438\u0434\u0435 \u0444\u043e\u0440\u043c\u0443\u043b\u044b:unsafe AI = reasoning + authoritysafe AI = reasoning &#8212; authority + deterministic gates\u0412 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0439 AI \u2014 \u043d\u0435 \u0442\u043e\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u201c\u0441\u0430\u043c \u0437\u043d\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u201d, \u0430 \u0442\u043e\u0442, \u0447\u044c\u044f \u043e\u0448\u0438\u0431\u043a\u0430 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0442\u0430\u0442\u044c cryptographic claim.\u0427\u0442\u043e AI \u0432\u0438\u0434\u0438\u0442AI \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043d\u0435 \u0441\u044b\u0440\u044b\u0435 \u0441\u0435\u043a\u0440\u0435\u0442\u044b \u0438 \u043d\u0435 truth manifest, \u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 feature contract.\u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0439 public-safe \u043f\u0440\u0438\u043c\u0435\u0440:{  &#171;case_id&#187;: &#171;case_001&#187;,  &#171;protocol&#187;: &#171;ecdsa&#187;,  &#171;truth_access&#187;: false,  &#171;integer_only&#187;: true,  &#171;normalized_metrics_used&#187;: false,  &#171;fractional_thresholds_used&#187;: false,  &#171;feature_vector&#187;: {    &#171;signature_count&#187;: 128,    &#171;unique_r_count&#187;: 128,    &#171;repeated_r_value_count&#187;: 0,    &#171;max_repeated_delta_support&#187;: 3,    &#171;prefix32_support&#187;: 0,    &#171;hnp_window_candidate&#187;: true,    &#171;recurrence_candidate&#187;: false,    &#171;clean_control_like&#187;: false  },  &#171;claim_boundary&#187;: {    &#171;analysis_only&#187;: true,    &#171;recovery_claim_allowed&#187;: false,    &#171;solver_gate_required&#187;: true  }}\u0417\u0434\u0435\u0441\u044c \u043d\u0435\u0442:private keyraw noncetruth dtruth kcandidate secretunredacted solver materialAI \u043c\u043e\u0436\u0435\u0442 \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432, \u043d\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0443\u0432\u0438\u0434\u0435\u0442\u044c \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b \u0431\u044b \u0435\u043c\u0443 \u0441\u0442\u0430\u0442\u044c secret oracle.\u0427\u0442\u043e AI \u0432\u044b\u0434\u0430\u0451\u0442AI \u043d\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u0432\u044b\u0434\u0430\u0432\u0430\u0442\u044c:candidate_d = &#8230;private key recoverednonce recoveredrecovery successful\u041e\u043d \u0434\u043e\u043b\u0436\u0435\u043d \u0432\u044b\u0434\u0430\u0432\u0430\u0442\u044c solver plan.\u041f\u0440\u0438\u043c\u0435\u0440 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0433\u043e output:{  &#171;ai_role&#187;: &#171;route_planner_and_solver_scheduler_only&#187;, &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-479537","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/479537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=479537"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/479537\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=479537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=479537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=479537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}