{"id":1871,"date":"2026-01-02T15:56:14","date_gmt":"2026-01-02T07:56:14","guid":{"rendered":"https:\/\/coin-aiot.com\/myone\/?p=1871"},"modified":"2026-01-02T15:56:16","modified_gmt":"2026-01-02T07:56:16","slug":"ai-%e7%94%a2%e6%a5%ad%e7%9a%84%e6%88%90%e9%95%b7%e5%85%ac%e5%bc%8f%e6%ad%a3%e5%9c%a8%e6%8f%9b%e9%a1%8c%e7%9b%ae","status":"publish","type":"post","link":"https:\/\/coin-aiot.com\/myone\/ai-%e7%94%a2%e6%a5%ad%e7%9a%84%e6%88%90%e9%95%b7%e5%85%ac%e5%bc%8f%e6%ad%a3%e5%9c%a8%e6%8f%9b%e9%a1%8c%e7%9b%ae\/","title":{"rendered":"AI \u7522\u696d\u7684\u6210\u9577\u516c\u5f0f\u6b63\u5728\u63db\u984c\u76ee"},"content":{"rendered":"\n<p>\u2014\u2014\u5f9e\u300c\u628a\u6a21\u578b\u9935\u66f4\u5927\u300d\u7684\u64f4\u5c55\u5b9a\u5f8b\uff0c\u8f49\u5411\u300c\u8b93\u6a21\u578b\u66f4\u50cf\u5728\u7406\u89e3\u8207\u9810\u6f14\u73fe\u5be6\u300d\u7684\u4e16\u754c\u6a21\u578b\u8def\u7dda\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-1024x572.png\" alt=\"\" class=\"wp-image-1872\" srcset=\"https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-1024x572.png 1024w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-300x167.png 300w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-768x429.png 768w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-1536x857.png 1536w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-2048x1143.png 2048w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-1920x1072.png 1920w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-1170x653.png 1170w, https:\/\/coin-aiot.com\/myone\/wp-content\/uploads\/2026\/01\/unnamed-8-585x327.png 585w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>1) \u70ba\u4ec0\u9ebc\u300c\u8d8a\u5927\u8d8a\u597d\u300d\u958b\u59cb\u5931\u9748\uff1f<\/strong><\/p>\n\n\n\n<p>\u904e\u53bb\u5e7e\u5e74\u4f86\uff0c\u6211\u5011\u90fd\u5df2\u7d93\u7fd2\u6163AI \u8d8a\u5927\u8d8a\u597d\uff1a<strong>\u8cc7\u6599\u66f4\u591a\u3001\u53c3\u6578\u66f4\u5927\u3001\u7b97\u529b\u66f4\u731b \u2192 \u80fd\u529b\u5c31\u4e0a\u5347\u3002<\/strong><br>GPT-3 \u2192 GPT-4 \u9019\u689d\u8def\u7dda\u6709\u6548\uff0c\u662f\u56e0\u70ba\u300c\u6587\u5b57\u4e16\u754c\u300d\u5920\u5927\u3001\u8a13\u7df4\u65b9\u6cd5\u5920\u7c97\u66b4\u3001\u800c\u4e14\u56de\u5831\u9084\u5f88\u751c\u3002<\/p>\n\n\n\n<p>\u4f46\u73fe\u5728\u9047\u5230\u5169\u9053\u7246\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8cc7\u6599\u7246\uff08Data Wall\uff09<\/strong>\uff1a\u516c\u958b\u7db2\u8def\u8cc7\u6599\u6709\u9650\uff0c\u597d\u7684\u8cc7\u6599\u66f4\u6709\u9650\u3002<\/li>\n\n\n\n<li><strong>\u5408\u6210\u8cc7\u6599\u7684\u526f\u4f5c\u7528<\/strong>\uff1a\u5408\u6210\u53ef\u4ee5\u88dc\u6d1e\uff0c\u4f46\u4e5f\u53ef\u80fd\u628a\u504f\u8aa4\u8207\u932f\u8aa4\u300c\u8907\u5370\u518d\u8907\u5370\u300d\uff0c\u5f62\u6210\u4f60\u63d0\u5230\u7684 <em>\u6a21\u578b\u5d29\u584c<\/em>\uff08\u50cf\u5f71\u5370\u6a5f\u4e00\u76f4\u5f71\u5370\u5f71\u5370\uff0c\u6700\u5f8c\u53ea\u5269\u566a\u9ede\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\u554f\u984c\u4e0d\u662f LLM \u4e0d\u5920\u8070\u660e\uff0c\u800c\u662f\u5b83\u300c\u5403\u7684\u71df\u990a\u300d\u8207\u300c\u8a13\u7df4\u76ee\u6a19\u300d\u958b\u59cb\u5361\u4f4f\u4e0a\u9650\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>2) LLM <\/strong><strong>\u7684\u672c\u8cea\u9650\u5236\uff1a\u5b83\u5f88\u6703\u63a5\u9f8d\uff0c\u4f46\u4e0d\u7b49\u65bc\u61c2\u56e0\u679c<\/strong><\/p>\n\n\n\n<p>LLM \u6703\u628a\u8a9e\u8a00\u88e1\u5e38\u898b\u7684\u5171\u73fe\u95dc\u4fc2\uff08\u73bb\u7483\u3001\u6389\u843d\u3001\u788e\u88c2\uff09\u5b78\u5f97\u7210\u706b\u7d14\u9752\uff0c\u4f46\u5b83\u672a\u5fc5\u6709\u300c\u91cd\u529b\u300d\u300c\u8106\u6027\u300d\u300c\u78b0\u649e\u300d\u9019\u7a2e <strong>\u53ef\u7528\u4f86\u63a8\u6f14\u7684\u56e0\u679c\u6a21\u578b<\/strong>\u3002\u63db\u53e5\u8a71\u8aaa\uff0cLLM \u76ee\u524d\u50cf\u4e00\u500b<strong>\u8d85\u7d1a\u5f37\u7684\u6587\u5b57\u7d71\u8a08\u5f15\u64ce<\/strong>\uff1a<br>\u5b83\u77e5\u9053\u300c\u4eba\u985e\u901a\u5e38\u600e\u9ebc\u63cf\u8ff0\u4e16\u754c\u300d\uff0c\u4f46\u4e0d\u4e00\u5b9a\u77e5\u9053\u300c\u4e16\u754c\u600e\u9ebc\u904b\u4f5c\u300d\u3002<br>\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u5f88\u591a\u6642\u5019\u5b83\u770b\u4f3c\u6703\u63a8\u7406\uff0c\u4f46\u5728\u4e00\u63db\u5834\u666f\u3001\u7f3a\u5c11\u8a9e\u6599\u63d0\u793a\u6642\uff0c\u5c31\u6703\u51fa\u73fe\u5f88\u6709\u4fe1\u5fc3\u7684\u80e1\u8aaa\u516b\u9053\uff08\u5e7b\u89ba\uff09\uff0c\u56e0\u70ba\u5b83\u5728\u505a\u7684\u4ecd\u662f\u300c\u8a9e\u8a00\u4e0a\u7684\u5408\u7406\u5ef6\u4f38\u300d\uff0c\u4e0d\u662f\u300c\u7269\u7406\/\u56e0\u679c\u4e0a\u7684\u53ef\u9a57\u8b49\u63a8\u6f14\u300d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>3) <\/strong><strong>\u4e16\u754c\u6a21\u578b\uff08World Model\uff09\u60f3\u6539\u8b8a\u7684\u4e0d\u662f\u756b\u8cea\uff0c\u800c\u662f\u201c\u53ef\u884c\u6027\u201d<\/strong><\/p>\n\n\n\n<p><strong>\u4e16\u754c\u6a21\u578b\u7684\u91cd\u9ede\u4e0d\u662f\u751f\u6210\u66f4\u903c\u771f\u7684\u756b\u9762\uff0c\u800c\u662f\u7406\u89e3\u4ec0\u9ebc\u5728\u73fe\u5be6\u4e2d\u300c\u53ef\u80fd\u300d\u6216\u300c\u4e0d\u53ef\u80fd\u300d\u3002<\/strong><\/p>\n\n\n\n<p>\u9019\u53e5\u8a71\u5176\u5be6\u662f\u5728\u8b1b\u4e00\u500b\u65b0\u7684\u80fd\u529b\uff1a<br>AI \u4e0d\u53ea\u56de\u7b54\u300c\u63a5\u4e0b\u4f86\u4e00\u53e5\u8a71\u300d\uff0c\u800c\u662f\u80fd\u5728\u5167\u90e8\u5efa\u7acb\u4e00\u500b\u300c\u72c0\u614b\u2014\u884c\u52d5\u2014\u5f8c\u679c\u300d\u7684\u5730\u5716\uff0c\u5148\u6a21\u64ec\u518d\u6c7a\u7b56\u3002<br>\u5b83\u5f37\u8abf\u7684\u90a3\u5e7e\u500b\u95dc\u9375\u8a5e\uff083D \u7a7a\u9593\u3001\u7269\u7406\u5b9a\u5f8b\u3001\u7269\u9ad4\u6046\u5b58\u3001\u884c\u52d5\u5f8c\u679c\uff09\uff0c\u672c\u8cea\u4e0a\u662f\u8981\u8b93\u6a21\u578b\u5177\u5099**\u53ef\u7528\u65bc\u898f\u5283\uff08planning\uff09**\u7684\u5167\u5728\u8868\u5fb5\u3002<br>\u4f60\u53ef\u4ee5\u628a\u5b83\u60f3\u6210\uff1aLLM \u662f\u300c\u5f88\u6703\u8b1b\u89e3\u7403\u8cfd\u7684\u4e3b\u64ad\u300d\uff0c\u4e16\u754c\u6a21\u578b\u662f\u300c\u771f\u7684\u6703\u8e22\u7403\u7684\u7403\u54e1\u300d\u3002\u4e3b\u64ad\u61c2\u6558\u4e8b\uff0c\u7403\u54e1\u61c2\u52d5\u4f5c\u8207\u5f8c\u679c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>4) <\/strong><strong>\u5178\u7bc4\u8f49\u79fb\u7684\u6a19\u8a8c\uff1aAI \u5f9e\u300c\u804a\u5929\u6a5f\u5668\u4eba\u300d\u8d70\u5411\u300c\u6a21\u64ec\u5668\u300d<\/strong><\/p>\n\n\n\n<p>\u5728\u5de5\u5ee0\u5834\u57df\u7684\u4f8b\u5b50\u5f88\u597d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u5b57\u6a19\u793a\u300c\u5371\u96aa\u5340\u57df\u300d\u53ea\u662f\u7b26\u865f<\/li>\n\n\n\n<li>\u4e16\u754c\u6a21\u578b\u8981\u505a\u7684\u662f\uff1a<strong>\u7406\u89e3\u9032\u5165\u5f8c\u53ef\u80fd\u767c\u751f\u4ec0\u9ebc\uff08\u88ab\u593e\u3001\u88ab\u649e\u3001\u89f8\u767c\u8b66\u5831\u3001\u5f71\u97ff\u7522\u7dda\u7bc0\u62cd\uff09<\/strong>\uff0c\u4e26\u80fd\u5728\u884c\u52d5\u524d\u505a\u98a8\u96aa\u8a55\u4f30<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\u5b83\u662f\u5728\u628a AI \u5f9e\u300c\u63cf\u8ff0\u5de5\u5177\u300d\u5347\u7d1a\u6210\u300c\u6c7a\u7b56\u5de5\u5177\u300d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>5) <\/strong><strong>\u65b0\u64f4\u5c55\u5b9a\u5f8b\uff1a\u8861\u91cf\u6a19\u6e96\u63db\u6210\u300c\u6a21\u64ec\u54c1\u8cea\u300d\u8207\u300c\u6548\u7387\u300d<\/strong><\/p>\n\n\n\n<p>\u9019\u6bb5\u5176\u5be6\u9ede\u5230\u7522\u696d\u6703\u5f88\u5728\u610f\u7684\u5169\u4ef6\u4e8b\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>KPI <\/strong><strong>\u6539\u4e86<\/strong><br>\u4e0d\u518d\u662f\u300c\u53c3\u6578\u591a\u5927\u3001\u8cc7\u6599\u591a\u5c11\u300d\uff0c\u800c\u662f<\/li>\n\n\n\n<li>\u6a21\u64ec\u662f\u5426\u4e00\u81f4<\/li>\n\n\n\n<li>\u9810\u6e2c\u672a\u4f86\u72c0\u614b\u662f\u5426\u53ef\u9760<\/li>\n\n\n\n<li>\u5c0d\u74b0\u5883\u8b8a\u5316\u662f\u5426\u6cdb\u5316\uff08\u4e0d\u9760\u80cc\u984c\uff09<\/li>\n\n\n\n<li><strong>\u80fd\u6e90\u8207\u6548\u7387\u7684\u6558\u4e8b\u6539\u4e86<\/strong><br>\u50b3\u7d71\u751f\u6210\uff08\u5c24\u5176\u5f71\u7247\/\u591a\u6a21\u614b\uff09\u5982\u679c\u8981\u9010\u50cf\u7d20\u9810\u6e2c\uff0c\u6210\u672c\u975e\u5e38\u9ad8\u3002<br>\u4e16\u754c\u6a21\u578b\u82e5\u80fd\u5b78\u5230\u300c\u62bd\u8c61\u8868\u5fb5\u300d\u2014\u2014\u6293\u95dc\u9375\u72c0\u614b\u3001\u5ffd\u7565\u4e0d\u91cd\u8981\u7d30\u7bc0\u2014\u2014\u5c31\u6709\u6a5f\u6703\u5728\u8a13\u7df4\u8207\u63a8\u7406\u4e0a\u66f4\u7701\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u9019\u88e1\u7684\u6bd4\u55bb\u300c\u958b\u8eca\u770b\u8def\u6cc1\uff0c\u4e0d\u7528\u5728\u610f\u6bcf\u6735\u96f2\u300d\u5f88\u5230\u4f4d\uff1a\u4eba\u985e\u80fd\u9ad8\u6548\u884c\u52d5\uff0c\u662f\u56e0\u70ba\u6211\u5011\u628a\u4e16\u754c\u58d3\u7e2e\u6210\u53ef\u6c7a\u7b56\u7684\u95dc\u9375\u8b8a\u6578\uff0c\u800c\u4e0d\u662f\u628a\u6240\u6709\u50cf\u7d20\u90fd\u7b97\u4e00\u904d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>6) <\/strong><strong>\u4f60\u53ef\u4ee5\u600e\u9ebc\u628a\u9019\u7bc7\u6587\u7ae0\u8f49\u6210\u300c\u53ef\u843d\u5730\u7684\u6d1e\u5bdf\u300d\uff08\u4ee5\u4f60\u5e38\u8dd1\u7684\u88fd\u9020\u696d\u70ba\u4f8b\uff09<\/strong><\/p>\n\n\n\n<p>\u7528\u5f88\u52d9\u5be6\u7684\u8a9e\u8a00\u8b1b\uff0c\u9019\u7bc7\u5728\u6697\u793a\u4f01\u696d\u4e0b\u4e00\u6ce2\u7af6\u722d\u529b\u53ef\u80fd\u4e0d\u662f\u300c\u8cb7\u5230\u6700\u5f37 LLM\u300d\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f60\u80fd\u4e0d\u80fd\u628a\u73fe\u5834\u8b8a\u6210\u53ef\u88ab\u6a21\u64ec\u7684\u7cfb\u7d71<\/strong>\uff08\u8a2d\u5099\u72c0\u614b\u3001\u5de5\u5e8f\u7d04\u675f\u3001\u7a7a\u9593\u5b89\u5168\u3001\u7269\u6d41\u8def\u5f91\u3001\u80fd\u8017\u6a21\u578b\uff09<\/li>\n\n\n\n<li><strong>\u4f60\u80fd\u4e0d\u80fd\u628a\u77e5\u8b58\u5eab\uff08RAG\uff09\u5f9e\u201c\u67e5\u7b54\u6848\u201d\u5347\u7d1a\u6210\u201c\u505a\u6c7a\u7b56\u201d<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u67e5\u7b54\u6848\uff1aSOP \u600e\u9ebc\u5beb\u3001\u898f\u7bc4\u600e\u9ebc\u505a<\/li>\n\n\n\n<li>\u505a\u6c7a\u7b56\uff1a\u5728\u67d0\u7a2e\u72c0\u614b\u4e0b\uff0c\u4e0b\u4e00\u6b65\u600e\u9ebc\u505a\u624d\u5b89\u5168\u3001\u624d\u4e0d\u5ef6\u8aa4\u3001\u624d\u7701\u80fd\u8017<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5f88\u76f4\u767d\u5730\u8aaa\uff1a<strong>\u6c92\u6709\u7d50\u69cb\u5316\u7684\u73fe\u5834\u8cc7\u6599 + \u7d04\u675f\u689d\u4ef6\uff08constraints\uff09\uff0c\u4e16\u754c\u6a21\u578b\u53ea\u662f\u5f88\u6f6e\u7684\u5b57\u3002<\/strong>\u4e00\u65e6\u4f60\u628a\u8cc7\u6599\u8207\u7d04\u675f\u5efa\u8d77\u4f86\uff0c\u5b83\u624d\u6703\u8b8a\u6210\u300c\u6703\u601d\u8003\u7684\u6578\u4f4d\u5206\u8eab\u300d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>7) \u518d\u300c\u7406\u6027\u88dc\u4e00\u5200\u300d<\/strong><\/p>\n\n\n\n<p>\u9019\u7a2e\u6558\u4e8b\u5f88\u5408\u7406\uff0c\u4f46\u4e5f\u8981\u5c0f\u5fc3\u5169\u500b\u9ede\uff1a<\/p>\n\n\n\n<ul 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