{"id":36477,"date":"2025-01-12T06:00:17","date_gmt":"2025-01-11T22:00:17","guid":{"rendered":"https:\/\/17aitech.com\/?p=36477"},"modified":"2025-01-12T06:00:17","modified_gmt":"2025-01-11T22:00:17","slug":"%e8%b0%b7%e6%ad%8c%e5%86%85%e9%83%a8%e9%a1%b9%e7%9b%ae%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8bai%e6%99%ba%e8%83%bd%e4%bd%93%e5%8f%91%e7%8e%b0%e4%ba%86%e4%bb%a3%e7%a0%81%e6%bc%8f%e6%b4%9e","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36477","title":{"rendered":"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-02-4\" target=\"_blank\">\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e<\/a><\/p>\n<section>\u5f00\u6e90\u6570\u636e\u5e93\u5f15\u64ce SQLite \u6709 bug\uff0c\u8fd8\u662f\u667a\u80fd\u4f53\u68c0\u6d4b\u51fa\u6765\u7684\uff01<\/section>\n<section><\/section>\n<section>\u901a\u5e38\uff0c\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\u4f1a\u5728\u8f6f\u4ef6\u53d1\u5e03\u4e4b\u524d\u53d1\u73b0\u8f6f\u4ef6\u4e2d\u7684\u6f0f\u6d1e\uff0c\u8ba9\u653b\u51fb\u8005\u6ca1\u6709\u7834\u574f\u7684\u4f59\u5730\u3002\u6a21\u7cca\u6d4b\u8bd5 \uff08Fuzzing\uff09\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u8f6f\u4ef6\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u5176\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u81ea\u52a8\u6216\u534a\u81ea\u52a8\u751f\u6210\u7684\u968f\u673a\u6570\u636e\u8f93\u5165\u5230\u4e00\u4e2a\u7a0b\u5e8f\u4e2d\uff0c\u5e76\u76d1\u89c6\u7a0b\u5e8f\u5f02\u5e38\u3002<\/section>\n<section><\/section>\n<section>\u5c3d\u7ba1\u6a21\u7cca\u6d4b\u8bd5\u5927\u6709\u5e2e\u52a9\uff0c\u4f46\u6709\u4e9b\u6f0f\u6d1e\u96be\u4ee5\u751a\u81f3\u4e0d\u53ef\u80fd\u901a\u8fc7\u6a21\u7cca\u6d4b\u8bd5\u53d1\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u8c37\u6b4c\u5185\u90e8\u6709\u4e00\u4e2a\u540d\u4e3a Project Zero \u7684\u8f6f\u4ef6\u5b89\u5168\u7814\u7a76\u56e2\u961f\uff0c\u4ed6\u4eec\u53d1\u73b0\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u7684\u4ee3\u7801\u7406\u89e3\u548c\u4e00\u822c\u63a8\u7406\u80fd\u529b\u7684\u63d0\u9ad8\uff0cLLM \u5c06\u80fd\u591f\u5728\u8bc6\u522b\u548c\u5c55\u793a\u5b89\u5168\u6f0f\u6d1e\u65f6\u91cd\u73b0\u4eba\u7c7b\u5b89\u5168\u7814\u7a76\u4eba\u5458\u7684\u7cfb\u7edf\u65b9\u6cd5\uff0c\u6700\u7ec8\u5f25\u8865\u5f53\u524d\u81ea\u52a8\u6f0f\u6d1e\u53d1\u73b0\u65b9\u6cd5\u7684\u4e00\u4e9b\u76f2\u70b9\u3002<\/section>\n<section><\/section>\n<section>Project Zero \u5728 6 \u6708\u4ecb\u7ecd\u4e86 LLM \u8f85\u52a9\u6f0f\u6d1e\u7814\u7a76\u6846\u67b6 \u2014\u2014Naptime \u67b6\u6784\uff0c\u4e4b\u540e Naptime \u6f14\u53d8\u6210\u4e86 Big Sleep \u667a\u80fd\u4f53\uff0c\u7531 Google Project Zero \u548c Google DeepMind \u5408\u4f5c\u5b8c\u6210\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Naptime \u67b6\u6784<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u8ba4\u4e3a\uff1a\u4e0e\u5f00\u653e\u5f0f\u6f0f\u6d1e\u7814\u7a76\u76f8\u6bd4\uff0c\u53d8\u4f53\u5206\u6790\u4efb\u52a1\u66f4\u9002\u5408\u5f53\u524d\u7684 LLM\u3002\u901a\u8fc7\u63d0\u4f9b\u4e00\u4e2a\u8d77\u70b9\uff08\u4f8b\u5982\u4e4b\u524d\u4fee\u590d\u7684\u6f0f\u6d1e\u7684\u8be6\u7ec6\u4fe1\u606f\uff09\uff0c\u53ef\u4ee5\u6d88\u9664\u6f0f\u6d1e\u7814\u7a76\u4e2d\u7684\u5f88\u591a\u6b67\u4e49\uff1a\u300c\u8fd9\u662f\u4e00\u4e2a\u4ee5\u524d\u7684\u9519\u8bef\uff1b\u67d0\u4e2a\u5730\u65b9\u53ef\u80fd\u8fd8\u6709\u53e6\u4e00\u4e2a\u7c7b\u4f3c\u7684\u9519\u8bef\u3002\u300d<\/section>\n<section><\/section>\n<section>\u73b0\u5728\uff0cBig Sleep \u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u7b2c\u4e00\u4e2a\u73b0\u5b9e\u8f6f\u4ef6\u6f0f\u6d1e\uff1aSQLite \u4e2d\u53ef\u5229\u7528\u5806\u6808\u7f13\u51b2\u533a\u4e0b\u6ea2\u3002<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u6536\u96c6\u4e86 SQLite \u5b58\u50a8\u5e93\u4e2d\u6700\u8fd1\u7684\u4e00\u4e9b\u63d0\u4ea4\uff0c\u624b\u52a8\u5220\u9664\u4e86\u7410\u788e\u7684\u548c\u4ec5\u7528\u4e8e\u6587\u6863\u7684\u66f4\u6539\uff0c\u7136\u540e\u8c03\u6574\u4e86 prompt\uff0c\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u63d0\u4ea4\u6d88\u606f\uff08commit message\uff09\u548c\u66f4\u6539\u7684\u5dee\u5f02\uff0c\u8981\u6c42\u667a\u80fd\u4f53\u68c0\u67e5\u5f53\u524d\u5b58\u50a8\u5e93\u662f\u5426\u5b58\u5728\u53ef\u80fd\u5c1a\u672a\u4fee\u590d\u7684\u76f8\u5173\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u7b80\u5355\u6765\u8bf4\uff0cSQLite \u8fd9\u4e2a\u6f0f\u6d1e\u662f\u5728\u7d22\u5f15\u7c7b\u578b\u5b57\u6bb5 iColumn \u4e2d\u4f7f\u7528\u4e86\u7279\u6b8a\u7684 sentinel \u503c -1\uff1a<\/section>\n<section>\n<pre data-lang=\"cpp\"><section><code>7476:   struct sqlite3_index_constraint {<\/code><\/section><section><code>\r\n<\/code><code>7477:      int iColumn;              \/* Column constrained.  -1 for ROWID *\/<\/code><\/section><section><code>\r\n<\/code><code>7478:      unsigned char op;         \/* Constraint operator *\/<\/code><\/section><section><code>\r\n<\/code><code>7479:      unsigned char usable;     \/* True if this constraint is usable *\/<\/code><\/section><section><code>\r\n<\/code><code>7480:      int iTermOffset;          \/* Used internally - xBestIndex should ignore *\/<\/code><\/section><section><code>\r\n<\/code><code>7481:   } *aConstraint;            \/* Table of WHERE clause constraints *\/<\/code><\/section><\/pre>\n<\/section>\n<section><\/section>\n<section>\u8fd9\u521b\u5efa\u4e86\u4e00\u4e2a\u6f5c\u5728\u7684\u8fb9\u7f18\u60c5\u51b5\uff0c\u800c\u51fd\u6570 seriesBestIndex \u65e0\u6cd5\u6b63\u786e\u5904\u7406\u8fd9\u79cd\u8fb9\u7f18\u60c5\u51b5\uff0c\u5bfc\u81f4\u5728\u5904\u7406\u5bf9 rowid \u5217\u6709\u7ea6\u675f\u7684\u67e5\u8be2\u65f6\uff0c\u5c06\u8d1f\u7d22\u5f15\u5199\u5165\u5806\u6808\u7f13\u51b2\u533a\u3002\u5728\u7814\u7a76\u56e2\u961f\u63d0\u4f9b\u7ed9\u667a\u80fd\u4f53\u7684\u6784\u5efa\u4e2d\uff0c\u542f\u7528\u4e86\u8c03\u8bd5\u65ad\u8a00\uff08debug assertion\uff09\uff0c\u5e76\u4e14\u6b64\u6761\u4ef6\u7531\u7b2c 706 \u884c\u7684\u65ad\u8a00\u68c0\u67e5\uff1a<\/section>\n<section>\n<pre data-lang=\"properties\"><section><code>619 static int seriesBestIndex(<\/code><code>\r\n<\/code><code>620   sqlite3_vtab *pVTab,<\/code><\/section><section><code>\r\n<\/code><code>621   sqlite3_index_info *pIdxInfo<\/code><\/section><section><code>\r\n<\/code><code>622 ){<\/code><\/section><section><code>\r\n<\/code><code>...<\/code><\/section><section><code>\r\n<\/code><code>630   int aIdx[7];           \/* Constraints on start, stop, step, LIMIT, OFFSET,<\/code><\/section><section><code>\r\n<\/code><code>631                          ** and value.  aIdx[5] covers value=, value&gt;=, and<\/code><\/section><section><code>\r\n<\/code><code>632                          ** value&gt;,  aIdx[6] covers value&lt;= and value&lt; *\/<\/code><\/section><section><code>\r\n<\/code><code>633   const struct sqlite3_index_constraint *pConstraint;<\/code><\/section><section><code>\r\n<\/code><code>...<\/code><\/section><section><code>\r\n<\/code><code>642   for(i=0; inConstraint; i++, pConstraint++){<\/code><\/section><section><code>\r\n<\/code><code>643     int iCol;    \/* 0 for start, 1 for stop, 2 for step *\/<\/code><\/section><section><code>\r\n<\/code><code>644     int iMask;   \/* bitmask for those column *\/<\/code><\/section><section><code>\r\n<\/code><code>645     int op = pConstraint-&gt;op;<\/code><\/section><section><code>\r\n<\/code><code>...<\/code><\/section><section><code>\r\n<\/code><code>705     iCol = pConstraint-&gt;iColumn - SERIES_COLUMN_START;<\/code><\/section><section><code>\r\n<\/code><code>706     assert( iCol&gt;=0 &amp;&amp; iCol&lt;=2 );<\/code><\/section><section><code>\r\n<\/code><code>707     iMask = 1 &lt;&lt; iCol;<\/code><\/section><section><code>\r\n<\/code><code>...<\/code><\/section><section><code>\r\n<\/code><code>713     if( pConstraint-&gt;usable==0 ){<\/code><\/section><section><code>\r\n<\/code><code>714       unusableMask |=  iMask;<\/code><\/section><section><code>\r\n<\/code><code>715       continue;<\/code><\/section><section><code>\r\n<\/code><code>716     }else if( op==SQLITE_INDEX_CONSTRAINT_EQ ){<\/code><\/section><section><code>\r\n<\/code><code>717       idxNum |= iMask;<\/code><\/section><section><code>\r\n<\/code><code>718       aIdx[iCol] = i;<\/code><\/section><section><code>\r\n<\/code><code>719     }<\/code><\/section><section><code>\r\n<\/code><code>720   }<\/code><\/section><\/pre>\n<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5b9e\u9645\u4e0a\u8fd9\u4e2a\u65ad\u8a00\u5e76\u4e0d\u5b58\u5728\uff0c\u56e0\u6b64\u8be5\u6f0f\u6d1e\u53ef\u80fd\u4f1a\u88ab\u6076\u610f\u5229\u7528\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u8be5\u56e2\u961f\u5728\u6b63\u5f0f\u7248\u672c\u51fa\u73b0\u4e4b\u524d\u5c31\u53d1\u73b0\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u56e0\u6b64 SQLite \u7528\u6237\u6ca1\u6709\u53d7\u5230\u5f71\u54cd\u3002<\/section>\n<section><\/section>\n<section>\u6beb\u65e0\u7591\u95ee\u7684\u662f\uff0c\u667a\u80fd\u4f53\u5728\u8fd9\u6b21\u6f0f\u6d1e\u67e5\u627e\u4e2d\u8d77\u4e86\u5173\u952e\u4f5c\u7528\uff0c\u8fd9\u4e5f\u8868\u660e\u667a\u80fd\u4f53\u5728\u8f6f\u4ef6\u5b89\u5168\u65b9\u9762\u5177\u5907\u5f88\u5927\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/section>\n<section><sup><br \/><\/sup><\/section>\n<section><sup><em>\u53c2\u8003\u94fe\u63a5\uff1a<\/em><\/sup><\/section>\n<section><em><sup>https:\/\/googleprojectzero.blogspot.com\/2024\/10\/from-naptime-to-big-sleep.html<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-02-4\" target=\"_blank\">\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bA [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-36477","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=36477\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e\",\"datePublished\":\"2025-01-11T22:00:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477\"},\"wordCount\":46,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\",\"keywords\":[\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=36477#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=36477\",\"name\":\"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\",\"datePublished\":\"2025-01-11T22:00:17+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=36477\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=36477#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\",\"url\":\"https:\\\/\\\/17aitech.com\\\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/17aitech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"url\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"contentUrl\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=36477","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=36477#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=36477"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e","datePublished":"2025-01-11T22:00:17+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=36477"},"wordCount":46,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=36477#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png","keywords":["\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=36477#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=36477","url":"https:\/\/17aitech.com\/?p=36477","name":"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=36477#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=36477#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png","datePublished":"2025-01-11T22:00:17+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=36477#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=36477"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=36477#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32f92f0cdeb3bf7ebd515089afff1c85.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=36477#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u8c37\u6b4c\u5185\u90e8\u9879\u76ee\uff1a\u5927\u6a21\u578bAI\u667a\u80fd\u4f53\u53d1\u73b0\u4e86\u4ee3\u7801\u6f0f\u6d1e"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=36477"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36477\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=36477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=36477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}