{"id":4699,"date":"2026-08-20T07:57:00","date_gmt":"2026-08-19T23:57:00","guid":{"rendered":"https:\/\/laoyulaoyu.com\/?p=4699"},"modified":"2026-08-12T16:58:32","modified_gmt":"2026-08-12T08:58:32","slug":"ai%e6%97%b6%e4%bb%a3%e7%9a%84%e8%b4%a2%e5%af%8c%e5%88%86%e5%b8%83%e5%9c%a8%e9%87%8d%e7%bb%84%ef%bc%8c%e8%80%8c%e5%a4%a7%e9%83%a8%e5%88%86%e5%88%9b%e4%b8%9a%e8%80%85%e8%bf%98%e6%b2%a1%e6%b3%a8%e6%84%8f","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/08\/20\/ai%e6%97%b6%e4%bb%a3%e7%9a%84%e8%b4%a2%e5%af%8c%e5%88%86%e5%b8%83%e5%9c%a8%e9%87%8d%e7%bb%84%ef%bc%8c%e8%80%8c%e5%a4%a7%e9%83%a8%e5%88%86%e5%88%9b%e4%b8%9a%e8%80%85%e8%bf%98%e6%b2%a1%e6%b3%a8%e6%84%8f\/","title":{"rendered":"AI\u65f6\u4ee3\u7684\u8d22\u5bcc\u5206\u5e03\u5728\u91cd\u7ec4\uff0c\u800c\u5927\u90e8\u5206\u521b\u4e1a\u8005\u8fd8\u6ca1\u6ce8\u610f\u5230\u8fd9\u4e2a\u7531\u4e94\u7bc7\u8bba\u6587\u63c9\u6210\u7684\u65b0\u6846\u67b6"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4f5c \u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/1_ESnzEOCD7v5IdMgd7UX6jg.png\" alt=\"\" class=\"wp-image-4705\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/1_ESnzEOCD7v5IdMgd7UX6jg.png 900w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/1_ESnzEOCD7v5IdMgd7UX6jg-300x128.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/1_ESnzEOCD7v5IdMgd7UX6jg-768x327.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6587\u4e2d\u793a\u4f8b\u4ec5\u7528\u4e8e\u6280\u672f\u8ba8\u8bba\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u64cd\u4f5c\u5efa\u8bae\u3002<br>\u91cf\u5316\u7b56\u7565\u5f00\u53d1\u5e94\u4ee5\u5b66\u4e60\u548c\u6280\u672f\u4ea4\u6d41\u4e3a\u76ee\u7684\u3002<br>\u672c\u53f7\u4e0d\u8350\u80a1\u3001\u4e0d\u5356\u8bfe\u3001\u4e0d\u627f\u8bfa\u6536\u76ca\u3002<br>\u5e02\u573a\u6709\u98ce\u9669\uff0c\u8bf7\u5408\u6cd5\u5408\u89c4\u6295\u8d44\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u672c\u6587\u7ea6 2900 \u5b57 | \u9605\u8bfb\u9884\u8ba1\u9700 8\u00a0\u5206\u949f<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u00b7 \u00b7 \u00b7<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u4e94\u7bc7\u8bba\u6587\u53e0\u5728\u4e00\u8d77\u770b\uff0c\u5c31\u80fd\u627e\u51fa\u4e00\u6761\u4ece\u666e\u901a\u4eba\u5230\u6781\u7aef\u7ed3\u679c\u7684\u8def\u5f84\u3002\u4eca\u5929\u5206\u4eab\u7684\u8fd9\u5957\u6846\u67b6\u4e0d\u662f\u9e21\u6c64\uff0c\u800c\u662f\u4e00\u4e2a\u54ac\u5408\u7684\u6a21\u578b\u94fe\u6761\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b2c\u4e00\u73af\u95ee\u4f60\u589e\u957f\u7684\u6570\u5b66\u7ed3\u6784\uff0c\u662f\u52a0\u6cd5\u7684\u8fd8\u662f\u4e58\u6cd5\u7684\u3002<\/li>\n\n\n\n<li>\u7b2c\u4e8c\u73af\u95ee\u4f60\u5728\u4ec0\u4e48\u5c42\u6b21\u4e0a\u7ade\u4e89\uff0c\u62fc\u5929\u8d4b\u8fd8\u662f\u5728\u62fc\u8fd0\u6c14\u655e\u53e3\u3002<\/li>\n\n\n\n<li>\u7b2c\u4e09\u73af\u95ee\u4f60\u7684\u914d\u7f6e\u903b\u8f91\uff0c\u53ea\u770b\u5747\u503c\u8fd8\u662f\u8fde\u65b9\u5dee\u4e00\u8d77\u7b97\u3002<\/li>\n\n\n\n<li>\u7b2c\u56db\u73af\u95ee\u4f60\u7684\u5165\u573a\u65f6\u673a\uff0cAI\u7f6e\u6362\u52b3\u52a8\u529b\u7684\u7a97\u53e3\u91cc\u4f60\u6709\u6ca1\u6709\u4f4d\u7f6e\u3002<\/li>\n\n\n\n<li>\u7b2c\u4e94\u73af\u95ee\u4f60\u80fd\u4e0d\u80fd\u628a\u5b83\u8bf4\u6e05\u695a\uff0c\u7cbe\u786e\u63cf\u8ff0\u672c\u8eab\u5c31\u662f\u4fe1\u53f7\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u5927\u90e8\u5206\u4eba\u53ea\u5728\u524d\u4e24\u73af\u91cc\u6253\u8f6c\uff0c\u540e\u4e09\u73af\u4e00\u76f4\u6ca1\u4eba\u63d0\u9192\uff0c\u4eca\u5929\u6211\u4eec\u5c31\u8bb2\u8bb2\u8fd9\u4e2a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b2c\u4e00\u73af\uff0c\u4f60\u589e\u957f\u7684\u6570\u5b66\u7ed3\u6784\u662f\u4ec0\u4e48<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Anders Fr\u00f8seth 2026 \u5e74\u7684 arXiv \u8bba\u6587\uff0c\u628a\u672c\u6765\u7528\u6765\u63cf\u8ff0\u6d41\u4f53\u7c92\u5b50\u884c\u4e3a\u7684 Fokker-Planck \u65b9\u7a0b\u642c\u5230\u8d22\u5bcc\u5206\u5e03\u4e0a\uff0c\u7ed3\u679c\u975e\u5e38\u76f4\u767d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-1024x575.png\" alt=\"\" class=\"wp-image-4700\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-additive-vs-multiplicative-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u7ad9\u5728\u52a0\u6027\u4e0e\u4e58\u6027\u589e\u957f\u7684\u5206\u5c94\u8def\u53e3<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Fokker-Planck\u65b9\u7a0b\u523b\u753b\u7684\u662f\u6982\u7387\u5206\u5e03\u5728\u65f6\u95f4\u4e2d\u7684\u6f14\u5316\uff0c\u5176\u9a71\u52a8\u529b\u6765\u81ea\u4e24\u7c7b\u4f5c\u7528\u7684\u53e0\u52a0\uff1a\u4e00\u662f\u786e\u5b9a\u6027\u7684\u6f02\u79fb\u9879\uff08drift\uff09\uff0c\u4e8c\u662f\u968f\u673a\u7684\u6269\u6563\u9879\uff08diffusion\uff09\u3002\u653e\u5230\u8d22\u5bcc\u5206\u914d\u7684\u8bed\u5883\u4e2d\uff0c\u6f02\u79fb\u5bf9\u5e94\u4f60\u90a3\u5957\u8d5a\u94b1\u4f53\u7cfb\u7684\u5e73\u5747\u589e\u901f\uff0c\u6269\u6563\u5219\u8861\u91cf\u6ce2\u52a8\u7684\u5e45\u5ea6\u3002\u800c\u8be5\u65b9\u7a0b\u7ed9\u51fa\u7684\u7a33\u6001\u5747\u8861\u5206\u5e03\u662f\u4ec0\u4e48\uff1f\u6b63\u662f\u5e15\u7d2f\u6258\u5206\u5e03\uff1a\u90a3\u6761\u810d\u7099\u4eba\u53e3\u7684\u5e42\u5f8b\u5c3e\u5df4\uff0c\u537380\/20\u6cd5\u5219\uff0c\u4ee5\u53ca\u5168\u7403\u8d22\u5bcc\u4e2d\u524d1%\u4eba\u7fa4\u6301\u6709\u7ea645%\u7684\u4efd\u989d\u3002\u8fd9\u5e76\u975e\u5386\u53f2\u7684\u5076\u7136\uff0c\u4e5f\u975e\u5236\u5ea6\u8bbe\u8ba1\u7684\u4ea7\u7269\uff0c\u800c\u662f\u4e58\u6027\u589e\u957f\u8fd0\u884c\u8db3\u591f\u957f\u65f6\u95f4\u540e\uff0c\u6570\u5b66\u4e0a\u5fc5\u7136\u5230\u8fbe\u7684\u7ec8\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u7bc7\u8bba\u6587\u4e2d\uff0c\u6700\u5177\u5546\u4e1a\u6d1e\u89c1\u7684\u4e00\u53e5\u8bdd\u662f\uff1a\u4e58\u6027\u589e\u957f\u4e0e\u52a0\u6027\u589e\u957f\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u4e0d\u662f\u91cf\u7684\u5dee\u5f02\uff0c\u800c\u662f\u6570\u5b66\u7ed3\u6784\u672c\u8eab\u7684\u5dee\u5f02\u3002\u5b83\u4eec\u6700\u7ec8\u50ac\u751f\u7684\u7ed3\u679c\u5206\u5e03\uff0c\u5728\u8d28\u4e0a\u622a\u7136\u4e0d\u540c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u6027\u589e\u957f\u5c31\u662f\u4f60\u6bcf\u4e2a\u6708\u5b58\u4e00\u5343\u5757\uff0c\u5de5\u8d44\u56fa\u5b9a\uff0c\u4eba\u8d8a\u591a\u8425\u6536\u8d8a\u591a\uff0c\u7ebf\u6027\u3002\u4e58\u6027\u589e\u957f\u662f\u4f60\u628a\u6536\u76ca\u518d\u6295\u56de\u53bb\uff0c\u6bcf\u4e00\u5355\u4f4d\u65b0\u589e\u4ea7\u751f\u4e0d\u6210\u6bd4\u4f8b\u7684\u65b0\u589e\u4ef7\u503c\uff0c\u6307\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fokker-Planck \u65b9\u7a0b\u8bf4\uff0c\u4e58\u6027\u589e\u957f\u628a\u4f60\u63a8\u8fdb\u4e86\u5206\u5e03\u7684\u5c3e\u5df4\u3002\u52a0\u6cd5\u589e\u957f\u628a\u4f60\u7559\u5728\u4e2d\u95f4\u7684\u5927\u5757\u91cc\u3002\u4f60\u6bcf\u505a\u4e00\u4e2a\u51b3\u7b56\uff0c\u4ece\u5356\u65f6\u95f4\u53d8\u6210\u5356\u4ea7\u54c1\u3001\u4ece\u670d\u52a1\u53d8\u6210\u8f6f\u4ef6\u3001\u4ece\u4f9d\u8d56\u4f60\u5728\u573a\u5230\u4e0d\u4f9d\u8d56\u4f60\u5728\u573a\uff0c\u5728\u6570\u5b66\u4e0a\u5c31\u662f\u5728\u628a\u81ea\u5df1\u4ece\u5206\u5e03\u7684\u4e2d\u95f4\u5f80\u5916\u63a8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u4eba\u505a\u8fd9\u4e9b\u8c03\u6574\u662f\u89c9\u5f97&#8221;\u8fd9\u6837\u66f4\u8f7b\u677e&#8221;\u3002\u6570\u5b66\u544a\u8bc9\u4f60\u4e0d\u662f\uff0c\u4f60\u7684\u5206\u5e03\u53d8\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b2c\u4e8c\u73af\uff0c\u5230\u4e86\u90a3\u4e2a\u5c42\u6b21\uff0c\u5929\u8d4b\u5c31\u4e0d\u518d\u662f\u53d8\u91cf\u4e86<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pluchino\u3001Biondo \u548c Rapisarda \u5728 2018 \u5e74\u53d1\u4e86\u4e00\u7bc7\u6a21\u62df\u8bba\u6587\uff0c100 \u6b21\u4eff\u771f\u8fd0\u884c\u3002\u89c4\u5219\u5f88\u7b80\u5355\uff0c\u7ed9\u6bcf\u4e2a\u865a\u62df\u4eba\u4e00\u4e2a\u5929\u8d4b\u503c\uff0c\u7ed9\u4e00\u5806\u968f\u673a\u4e8b\u4ef6\uff0c\u770b\u8c01\u6700\u540e\u6700\u6709\u94b1\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-1024x575.png\" alt=\"\" class=\"wp-image-4701\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-luck-vs-talent-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5929\u8d4b\u6258\u4e0d\u52a8\u5929\u5e73\uff0c\u51e0\u9897\u9ab0\u5b50\u6b63\u5728\u8df3\u52a8<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u7ed3\u679c\u6bcf\u6b21\u90fd\u5728\u91cd\u590d\u540c\u4e00\u4ef6\u4e8b\uff0c\u6700\u6210\u529f\u7684\u4e0d\u662f\u5929\u8d4b\u6700\u9ad8\u7684\u4eba\uff0c\u662f\u5929\u8d4b\u4e2d\u7b49\u7684\u666e\u901a\u4eba\uff0c\u78b0\u4e0a\u4e86\u4e00\u6bb5\u6301\u7eed\u7684\u65e9\u671f\u5e78\u8fd0\u4e8b\u4ef6\u5e8f\u5217\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u7684\u7ed3\u8bba\u4e0d\u662f&#8221;\u5929\u8d4b\u6ca1\u7528&#8221;\u3002\u66f4\u503c\u94b1\u7684\u662f\uff0c\u5230\u4e86\u6781\u7aef\u8d22\u5bcc\u90a3\u4e2a\u5c42\u6b21\uff0c\u5929\u8d4b\u7684\u8fb9\u9645\u56de\u62a5\u5728\u731b\u70c8\u4e0b\u964d\uff0c\u800c\u5e02\u573a\u5b9a\u4f4d\u3001\u65f6\u673a\u3001\u8fd0\u6c14\u655e\u53e3\u7684\u8fb9\u9645\u56de\u62a5\u5728\u731b\u70c8\u4e0a\u5347\u3002\u901a\u5f80\u5c3e\u90e8\u7684\u8def\uff0c\u4e0d\u662f&#8221;\u6210\u4e3a\u6bd4\u5bf9\u624b\u66f4\u5f3a\u7684\u4eba&#8221;\uff0c\u662f&#8221;\u8ba9\u81ea\u5df1\u66b4\u9732\u5728\u8db3\u591f\u591a\u6709\u5229\u4e8b\u4ef6\u9762\u524d\uff0c\u540c\u65f6\u7ef4\u6301\u6293\u4f4f\u90a3\u4e9b\u4e8b\u4ef6\u7684\u6700\u4f4e\u80fd\u529b\u7ebf&#8221;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ffb\u8bd1\u6210\u53ef\u64cd\u4f5c\u7684\uff0c\u5927\u90e8\u5206\u4eba\u4f18\u5316\u7684\u662f\u81ea\u5df1\u5f53\u524d\u4f4d\u7f6e\u7684\u8d28\u91cf\u3002\u6570\u5b66\u8bf4\u4f60\u8be5\u4f18\u5316\u7684\u662f\u4f60\u672a\u6765\u4e94\u5e74\u80fd\u66b4\u9732\u7ed9\u591a\u5c11\u9ad8\u4ef7\u503c\u673a\u4f1a\u3002\u5e73\u53f0\u5927\u4e8e\u4ea7\u54c1\u7684\u6570\u5b66\u7406\u7531\u5c31\u5728\u8fd9\u91cc\uff0c\u5e73\u53f0\u7684\u8fd0\u6c14\u8868\u9762\u79ef\u5927\u5230\u4f60\u5efa\u5b83\u7684\u65f6\u5019\u6839\u672c\u731c\u4e0d\u5168\u6240\u6709\u53ef\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b2c\u4e09\u73af\uff0c\u65b9\u5dee\u6bd4\u5747\u503c\u66f4\u8981\u547d<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Avanesyan \u548c Lototsky 2025 \u5e74 3 \u6708\u7ed9 Kelly \u51c6\u5219\u505a\u4e86\u4e2a\u6269\u5c55\u3002Kelly \u7684\u539f\u59cb\u516c\u5f0f\u5f88\u7b80\u5355\uff0cf* = Edge\/Odds\uff0c\u6700\u4f18\u914d\u7f6e\u6bd4\u4f8b\u5c31\u662f\u4f60\u7684\u671f\u671b\u4f18\u52bf\u9664\u4ee5\u8d54\u7387\u3002\u4f46\u8fd9\u4e2a\u65b0\u8bba\u6587\u52a0\u4e86\u4e00\u6837 Kelly \u6ca1\u6709\u7684\u4e1c\u897f\uff0c\u914d\u7f6e\u8def\u5f84\u7684\u65b9\u5dee\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-1024x575.png\" alt=\"\" class=\"wp-image-4702\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/03-kelly-variance-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Full Kelly\u8d70\u94a2\u4e1d vs Half Kelly\u8d70\u5bbd\u6728\u677f<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5173\u952e\u53d1\u73b0\u662f\u4e24\u7ef4\u7684\u3002\u8fb9\uff08edge\uff0c\u4f60\u5e73\u5747\u80fd\u8d62\u591a\u5c11\uff09\u548c\u65b9\u5dee\uff08\u7ed3\u679c\u56f4\u7ed5\u5747\u503c\u7684\u6ce2\u52a8\u5e45\u5ea6\uff09\uff0c\u5408\u8d77\u6765\u624d\u7ed9\u51fa\u5b8c\u6574\u7684\u98ce\u9669\u753b\u50cf\u3002\u8bba\u6587\u5f15\u5165\u4e86\u4e24\u4e2a\u65b0\u7684\u98ce\u9669\u5ea6\u91cf\uff0c\u4ece\u7ec4\u5408\u589e\u957f\u8def\u5f84\u7684\u6e10\u8fd1\u65b9\u5dee\u63a8\u51fa\u6765\u7684\uff0c\u8ba9\u4f60\u80fd\u663e\u5f0f\u5730\u5728\u589e\u957f\u7387\u548c\u8def\u5f84\u7a33\u5b9a\u5ea6\u4e4b\u95f4\u505a\u53d6\u820d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u843d\u5230\u521b\u59cb\u4eba\u89c6\u89d2\uff0c\u5168\u4ed3\u6700\u4f18\uff08Full Kelly\uff09\u7ed9\u4f60\u6700\u957f\u7684\u671f\u671b\u589e\u957f\u66f2\u7ebf\uff0c\u4f46\u6ce2\u52a8\u5927\u5230\u4f60\u4f1a\u6709\u76f8\u5f53\u6982\u7387\u625b\u4e0d\u5230\u7ec8\u70b9\u3002\u4e13\u4e1a\u5708\u5b50\u7684\u60ef\u4f8b\u662f\u534a\u4ed3\u6216\u56db\u5206\u4e4b\u4e00\u4ed3\uff0c\u4e0d\u662f\u56e0\u4e3a\u4e0d\u4fe1\u4efb\u6a21\u578b\uff0c\u662f\u56e0\u4e3a\u7ec8\u70b9\u4e4b\u524d\u51fa\u5c40\u7684\u4ee3\u4ef7\u8ddf\u52a0\u5feb\u5230\u8fbe\u7684\u6536\u76ca\u4e0d\u5bf9\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u7bc72026\u5e74\u53d1\u5728 Quantitative Finance \u4e0a\u7684\u89e3\u6790\u89e3\u8bba\u6587\u628a\u8fd9\u4e2a\u6846\u67b6\u63a8\u5230\u591a\u7ed3\u679c\u9884\u6d4b\u5e02\u573a\uff0c\u53d1\u73b0\u6700\u4f18\u914d\u7f6e\u5c31\u662f\u628a\u4f60\u7684\u914d\u7f6e\u6bd4\u4f8b\u5bf9\u9f50\u5230\u4f60\u79c1\u6709\u7684\u80dc\u7387\u4f30\u8ba1\u548c\u5e02\u573a\u98ce\u9669\u4e2d\u6027\u6d4b\u5ea6\u4e4b\u95f4\u7684\u4f3c\u7136\u6bd4\u3002\u4f60\u7684\u8fb9\u6765\u81ea\u4f60\u5bf9\u81ea\u5df1\u9886\u57df\u7684\u79c1\u6709\u77e5\u8bc6\u8ddf\u5e02\u573a\u5171\u8bc6\u5b9a\u4ef7\u4e4b\u95f4\u7684\u90a3\u4e2a\u7f3a\u53e3\u3002\u7f3a\u53e3\u8d8a\u5927\uff0c\u8be5\u6295\u7684\u6bd4\u4f8b\u8d8a\u5927\u3002\u7f3a\u53e3\u5c0f\uff0c\u4f60\u5c31\u8be5\u6536\u624b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u90e8\u5206\u521b\u59cb\u4eba\u4ece\u6765\u4e0d\u8fd9\u6837\u6846\u81ea\u5df1\u7684\u8d44\u672c\u5206\u914d\u3002\u4ed6\u4eec\u6846\u6210&#8221;\u8fd9\u4e8b\u5f88\u5174\u594b&#8221;&#8221;\u5e02\u573a\u89c4\u6a21\u5f88\u5927&#8221;\u3002\u90a3\u662f\u5b9a\u6027\u7684\u8fb9\u66ff\u4ee3\u54c1\u3002Kelly \u6846\u67b6\u8bf4\u4f60\u8981\u7b97\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b2c\u56db\u73af\uff0cAI \u6765\u4e86\uff0c\u4f60\u7ad9\u54ea<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Maresca 2025 \u5e74 2 \u6708\u7684\u8bba\u6587\u662f\u6211\u8bfb\u8fc7\u7684\u5173\u4e8e AI \u548c\u8d22\u5bcc\u6700\u76f4\u63a5\u7684\u4e1c\u897f\u3002\u5f53 AI \u63a5\u7ba1\u4e00\u4efd\u5de5\u4f5c\uff0c\u90a3\u4efd\u5de5\u4f5c\u539f\u6765\u4ed8\u7ed9\u4eba\u7684\u5de5\u8d44\u4e0d\u4f1a\u51ed\u7a7a\u6d88\u5931\uff0c\u4e5f\u4e0d\u4f1a\u81ea\u52a8\u53d8\u6210\u66f4\u5e7f\u7684\u7ecf\u6d4e\u6536\u76ca\u3002\u5b83\u6d41\u5411\u90a3\u4e2a\u63a7\u5236 AI \u7cfb\u7edf\u7684\u4eba\u3002\u800c\u6bcf\u4e2a\u4eba\u3001\u6bcf\u5bb6\u516c\u53f8\u5728 AI \u5230\u6765\u65f6\u80fd\u63a7\u5236\u591a\u5c11\u81ea\u52a8\u5316\u52b3\u52a8\uff0c\u53d6\u51b3\u4e8e\u4ed6\u4eec\u5728\u5230\u6765\u524d\u79ef\u7d2f\u4e86\u591a\u5c11\u8d44\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u7528\u65b0\u53e4\u5178\u589e\u957f\u6846\u67b6\u6821\u51c6\u8fc7\u5f53\u4ee3 AI \u65f6\u95f4\u7ebf\u9884\u6d4b\u7684\u6b63\u5f0f\u6570\u5b66\u6a21\u578b\uff0c\u4e0d\u662f\u610f\u89c1\u3002\u6a21\u578b\u663e\u793a\uff0c\u5728\u6218\u7565\u7ade\u4e89\u5747\u8861\u4e0b\uff0c\u5229\u7387\u4f1a\u4ece 3% \u8df3\u5230 10% \u5230 16%\uff0c\u4e0d\u662f\u56e0\u4e3a\u7ecf\u6d4e\u8fc7\u70ed\uff0c\u662f\u56e0\u4e3a\u591f\u806a\u660e\u7684\u4eba\u5df2\u7ecf\u55c5\u5230\u4e86\uff0c\u90fd\u5728\u62a2\u8dd1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u8fd8\u8bc6\u522b\u4e86\u4e00\u4e2a\u56da\u5f92\u56f0\u5883\u7ed3\u6784\u3002\u6240\u6709\u4eba\u90fd\u4e3a\u62a2\u5360 AI \u52b3\u52a8\u63a7\u5236\u6743\u800c\u63d0\u9ad8\u50a8\u84c4\u7387\uff0c\u6700\u540e\u5927\u5bb6\u7684\u76f8\u5bf9\u4f4d\u7f6e\u6ca1\u53d8\uff0c\u7edd\u5bf9\u6210\u672c\u5168\u6da8\u3002\u5546\u4e1a\u4e0a\u7684\u5e73\u884c\u7248\u672c\u662f\uff0c\u5982\u679c\u5e02\u573a\u4e0a\u6bcf\u5bb6\u516c\u53f8\u90fd\u5728\u540c\u65f6\u6295 AI\uff0c\u4f60\u6bd4\u5bf9\u624b\u6295\u5f97\u7565\u597d\u4e00\u70b9\u7684\u76f8\u5bf9\u4f18\u52bf\uff0c\u6bd4\u4f60\u60f3\u8c61\u7684\u5c0f\u5f88\u591a\u3002\u6295 AI \u5bf9\u4e0d\u6295 AI \u7684\u7edd\u5bf9\u4f18\u52bf\u5f88\u5927\u3002\u6295\u5f97\u597d\u4e00\u70b9\u5bf9\u6295\u5f97\u5dee\u4e0d\u591a\u7684\u76f8\u5bf9\u4f18\u52bf\u5f88\u5c0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u6b63\u786e\u7684\u7b56\u7565\u4e0d\u662f\u6253\u8d62\u4f60\u5e02\u573a\u7684AI\u519b\u5907\u7ade\u8d5b\uff0c\u5747\u8861\u5206\u6790\u8bf4\u90a3\u662f\u96f6\u548c\u7684\u3002\u662f\u5360\u4f4f\u7ecf\u6d4e\u7ed3\u6784\u91cc\u5bf9AI\u6536\u5165\u6d41\u6709\u4e0d\u5bf9\u79f0\u6760\u6746\u7684\u4f4d\u7f6e\uff0c\u4e0d\u7ba1\u8c01\u5728\u67d0\u4e2a\u5177\u4f53\u5e94\u7528\u5c42\u8d62\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b2c\u4e94\u73af\uff0c\u8bf4\u6e05\u695a\u672c\u8eab\u5c31\u662f\u4fe1\u53f7<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Maarouf\u3001Bakiaj \u548c Feuerriegel 2026 \u5e74 1 \u6708\u7684\u8bba\u6587\uff0c\u62ff\u5927\u8bed\u8a00\u6a21\u578b\u5728\u771f\u5b9e\u72ec\u89d2\u517d\u6570\u636e\u4e0a\u8bad\u7ec3\uff0c\u9884\u6d4b\u54ea\u5bb6\u521b\u4e1a\u516c\u53f8\u80fd\u8dd1\u5230\u4e0a\u5e02\u6216\u88ab\u6536\u8d2d\u3002\u8bad\u7ec3\u6570\u636e\u8986\u76d6\u4e86\u4e94\u5230\u5341\u5e74\u7684\u516c\u53f8\u5386\u53f2\uff0c\u4e13\u5229\u3001\u5546\u6807\u3001\u8bc9\u8bbc\u3001\u878d\u8d44\u5386\u53f2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u627e\u5230\u7684\u9884\u6d4b\u4fe1\u53f7\u4e0d\u662f\u521b\u59cb\u4eba\u4ee5\u4e3a\u7684\u90a3\u4e9b\u3002\u4e0d\u662f\u5e02\u573a\u89c4\u6a21\u3001\u4e0d\u662f\u56e2\u961f\u5c65\u5386\u3001\u4e0d\u662f\u8425\u6536\u589e\u957f\u3002\u662f\u4e09\u4e2a\u4e1c\u897f\u7684\u7ec4\u5408\uff0c\u77e5\u8bc6\u4ea7\u6743\u79ef\u7d2f\uff08\u4e13\u5229\u548c\u5546\u6807\u662f\u7ade\u4e89\u58c1\u5792\u7684\u53ef\u89c2\u6d4b\u4fe1\u53f7\uff09\uff0c\u878d\u8d44\u9636\u68af\u8d28\u91cf\uff08\u79cd\u5b50\u8f6e\u662f\u8c01\u6295\u7684\u672c\u8eab\u5c31\u662f\u5c3d\u8c03\u4fe1\u53f7\uff09\uff0c\u4ee5\u53ca\u5546\u4e1a\u6a21\u5f0f\u63cf\u8ff0\u7684\u7cbe\u786e\u6027\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-1024x575.png\" alt=\"\" class=\"wp-image-4703\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-clear-signal-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u6e05\u6670\u8f93\u51fa vs \u6a21\u7cca\u8f93\u51fa\uff0cVC \u7684\u9009\u62e9\u4e00\u76ee\u4e86\u7136<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6700\u540e\u8fd9\u6761\u503c\u5f97\u5355\u72ec\u62ce\u51fa\u6765\u3002\u8bba\u6587\u53d1\u73b0\uff0c\u516c\u53f8\u81ea\u8ff0\u7684\u6e05\u6670\u5ea6\u548c\u7cbe\u786e\u5ea6\u5728\u63a7\u5236\u4f4f\u6240\u6709\u5176\u4ed6\u53d8\u91cf\u7684\u524d\u63d0\u4e0b\u72ec\u7acb\u9884\u6d4b\u4e86\u6210\u529f\u6982\u7387\u3002\u80fd\u628a\u81ea\u5df1\u7684\u5546\u4e1a\u6a21\u5f0f\u8bf4\u5f97\u8ba9\u4e00\u4e2a\u806a\u660e\u4eba\u770b\u5b8c\u7acb\u523b\u7406\u89e3\u4ef7\u503c\u521b\u9020\u673a\u5236\u548c\u7ade\u4e89\u4f18\u52bf\u6765\u6e90\u7684\u521b\u59cb\u4eba\uff0c\u6574\u4f53\u4e0a\u6bd4\u90a3\u4e9b\u751f\u610f\u672c\u8eab\u5dee\u4e0d\u591a\u4f46\u63cf\u8ff0\u6a21\u7cca\u7684\uff0c\u66f4\u53ef\u80fd\u8dd1\u5230\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u53eb R.A.I.S.E. \u7684\u914d\u5957\u6846\u67b6\u628a\u8fd9\u505a\u6210\u4e86\u8ddf\u771f\u5b9e\u7684\u9876\u7ea7 VC \u4e00\u6837\u7684\u591a\u667a\u80fd\u4f53\u5bf9\u6297\u5206\u6790\uff0c\u5b83\u8ba9\u591a\u4e2a\u667a\u80fd\u4f53\u5404\u4ece\u4e0d\u540c\u89d2\u5ea6\u5ba1\u4e00\u904d\uff0c\u7136\u540e\u5408\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cbe\u786e\u63cf\u8ff0\u5546\u4e1a\u6a21\u5f0f\u4e0d\u662f\u4e00\u4e2a\u6c9f\u901a\u6280\u80fd\u3002\u5b83\u662f\u4e00\u4e2a\u53ef\u88ab\u91cf\u5316\u7684\u4fe1\u53f7\uff0c\u610f\u5473\u7740\u4f60\u5bf9\u81ea\u5df1\u5728\u5e72\u4ec0\u4e48\u771f\u6709\u8c31\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u89c2\u70b9\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e94\u7bc7\u8bba\u6587\u54ac\u5408\u5728\u4e00\u8d77\uff0c\u4e58\u6027\u589e\u957f\u51b3\u5b9a\u4e86\u4f60\u8fdb\u4e0d\u8fdb\u5c3e\u90e8\uff0c\u8fd0\u6c14\u655e\u53e3\u51b3\u5b9a\u4e86\u4f60\u5728\u5c3e\u90e8\u6392\u7b2c\u51e0\uff0cKelly \u7684\u65b9\u5dee\u51b3\u5b9a\u4e86\u4f60\u80fd\u4e0d\u80fd\u625b\u5230\u7ec8\u70b9\uff0cAI \u5230\u6765\u524d\u7684\u79ef\u7d2f\u51b3\u5b9a\u4e86\u4f60\u80fd\u5206\u5230\u591a\u5c11\uff0c\u800c\u4f60\u80fd\u8bf4\u6e05\u695a\u81ea\u5df1\u751f\u610f\u8fd9\u56de\u4e8b\u672c\u8eab\u5c31\u662f\u88ab\u91cf\u5316\u8fc7\u7684\u6210\u529f\u4fe1\u53f7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u662f\u81f4\u5bcc\u8def\u7ebf\u56fe\u3002\u5b83\u662f\u4e00\u4e2a\u544a\u8bc9\u4f60\u8be5\u5f80\u54ea\u4e2a\u65b9\u5411\u770b\u7684\u7f57\u76d8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u672c\u6587\u5f15\u7528\u7684\u4e94\u7bc7\u6838\u5fc3\u8bba\u6587<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Anders Fr\u00f8seth,\u00a0<em>&#8220;From Gravity to Confinement: Wealth Redistribution as Optimal Drift Design in the Fokker-Planck Framework&#8221;<\/em>, arXiv:2607.06153, 2026. \u5c06 Fokker-Planck \u504f\u5fae\u5206\u65b9\u7a0b\u4ece\u6d41\u4f53\u529b\u5b66\u8fc1\u79fb\u5230\u8d22\u5bcc\u5206\u5e03\uff0c\u8bc1\u660e\u4e58\u6027\u589e\u957f\u4ea7\u751f\u5e15\u7d2f\u6258\u5c3e\u90e8\u3001\u52a0\u6027\u589e\u957f\u505c\u7559\u5728\u5206\u5e03\u4e2d\u6bb5\u3002<\/li>\n\n\n\n<li>Alessandro Pluchino, Alessio E. Biondo, Andrea Rapisarda,\u00a0<em>&#8220;Talent vs Luck: The Role of Randomness in Success and Failure&#8221;<\/em>, Advances in Complex Systems, Vol. 21, No. 03n04, 1850014, 2018 (arXiv:1802.07068). 100 \u6b21\u4eff\u771f\u8fd0\u884c\u68c0\u9a8c\u5929\u8d4b\u3001\u8fd0\u6c14\u4e0e\u6781\u7aef\u6210\u529f\u7684\u6570\u5b66\u5173\u7cfb\uff0c\u53d1\u73b0\u6700\u6210\u529f\u8005\u662f\u5929\u8d4b\u4e2d\u7b49\u7684\u666e\u901a\u4eba\u649e\u4e0a\u4e86\u65e9\u671f\u5e78\u8fd0\u4e8b\u4ef6\u5e8f\u5217\u3002<\/li>\n\n\n\n<li>Levon Avanesyan, Sergey Lototsky,\u00a0<em>&#8220;Optimal Betting: Beyond the Long-Term Growth&#8221;<\/em>, arXiv:2503.17927, March 2025, University of Southern California. \u5c06 Kelly \u51c6\u5219\u4ece\u5747\u503c\u6269\u5c55\u5230\u5b8c\u6574\u98ce\u9669\u753b\u50cf\uff08\u8fb9 + \u65b9\u5dee\uff09\uff0c\u5f15\u5165\u8def\u5f84\u65b9\u5dee\u5ea6\u91cf\uff1b\u540e\u7eed\u89e3\u6790\u89e3\u8bba\u6587\u53d1\u8868\u4e8e Quantitative Finance (2026)\uff0c\u5c06\u6846\u67b6\u63a8\u5230\u591a\u7ed3\u679c\u9884\u6d4b\u5e02\u573a\u7684\u4f3c\u7136\u6bd4\u5bf9\u9f50\u3002<\/li>\n\n\n\n<li>Caleb Maresca,\u00a0<em>&#8220;Strategic Wealth Accumulation Under Transformative AI Expectations&#8221;<\/em>, arXiv:2502.11264, February 2025. \u65b0\u53e4\u5178\u589e\u957f\u6846\u67b6\u6821\u51c6 AI \u65f6\u95f4\u7ebf\u9884\u6d4b\uff0c\u8bc1\u660e AI \u53d6\u4ee3\u5c97\u4f4d\u91ca\u653e\u7684\u5de5\u8d44\u6d41\u5411 AI \u5230\u6765\u524d\u79ef\u7d2f\u6700\u591a\u8d44\u672c\u7684\u4eba\uff0c\u5747\u8861\u5229\u7387\u4ece 3% \u8df3\u81f3 10-16%\u3002<\/li>\n\n\n\n<li>Maarouf, Bakiaj, Feuerriegel,\u00a0<em>&#8220;Predicting Startup Success with Large Language Models&#8221;<\/em>, arXiv:2601.16568, January 2026, LMU Munich. LLM \u9884\u6d4b\u521b\u4e1a\u516c\u53f8\u6210\u529f\u6982\u7387\uff0c\u53d1\u73b0\u77e5\u8bc6\u4ea7\u6743\u79ef\u7d2f\u3001\u878d\u8d44\u9636\u68af\u8d28\u91cf\u3001\u5546\u4e1a\u6a21\u5f0f\u63cf\u8ff0\u7cbe\u786e\u6027\u6784\u6210\u72ec\u7acb\u9884\u6d4b\u4fe1\u53f7\uff1b\u914d\u5957 R.A.I.S.E. \u591a\u667a\u80fd\u4f53\u5bf9\u6297\u5206\u6790\u6846\u67b6\uff08arXiv:2504.12090\uff09\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><a>#\u91cf\u5316\u6846\u67b6<\/a>&nbsp;<a>#\u8d22\u5bcc\u601d\u7ef4<\/a>&nbsp;<a>#Kelly\u51c6\u5219<\/a>&nbsp;<a>#FokkerPlanck<\/a>&nbsp;<a>#Pluchino\u6a21\u62df<\/a>&nbsp;<a>#AI\u65f6\u4ee3<\/a>&nbsp;<a>#\u521b\u4e1a<\/a>&nbsp;<a>#\u4e58\u6027\u589e\u957f<\/a>&nbsp;<a>#\u8fd0\u6c14\u4e0e\u5929\u8d4b<\/a>&nbsp;<a>#\u98ce\u9669\u7ba1\u7406<\/a>&nbsp;<a>#\u535a\u5f08\u8bba<\/a>&nbsp;<a>#\u6982\u7387\u601d\u7ef4<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/laoyulaoyu.com\/index.php\/2026\/08\/20\/ai%e6%97%b6%e4%bb%a3%e7%9a%84%e8%b4%a2%e5%af%8c%e5%88%86%e5%b8%83%e5%9c%a8%e9%87%8d%e7%bb%84%ef%bc%8c%e8%80%8c%e5%a4%a7%e9%83%a8%e5%88%86%e5%88%9b%e4%b8%9a%e8%80%85%e8%bf%98%e6%b2%a1%e6%b3%a8%e6%84%8f\/\">Continue reading<span class=\"screen-reader-text\">AI\u65f6\u4ee3\u7684\u8d22\u5bcc\u5206\u5e03\u5728\u91cd\u7ec4\uff0c\u800c\u5927\u90e8\u5206\u521b\u4e1a\u8005\u8fd8\u6ca1\u6ce8\u610f\u5230\u8fd9\u4e2a\u7531\u4e94\u7bc7\u8bba\u6587\u63c9\u6210\u7684\u65b0\u6846\u67b6<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[17,4,5,7],"class_list":["post-4699","post","type-post","status-publish","format-standard","hentry","category-aiinvest","tag-ai","tag-7","entry"],"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=4699"}],"version-history":[{"count":2,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4699\/revisions"}],"predecessor-version":[{"id":4706,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4699\/revisions\/4706"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=4699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=4699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=4699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}