{"id":1781,"date":"2025-10-21T12:36:08","date_gmt":"2025-10-21T04:36:08","guid":{"rendered":"https:\/\/coin-aiot.com\/myone\/?p=1781"},"modified":"2025-10-24T09:32:23","modified_gmt":"2025-10-24T01:32:23","slug":"%e7%94%9f%e6%88%90%e5%bc%8fai%e9%b4%bb%e6%ba%9d%ef%bc%9a95%e4%bc%81%e6%a5%ad%e6%8a%95%e8%b3%87%e9%9b%b6%e5%9b%9e%e5%a0%b1%e7%9a%84%e5%95%86%e6%a5%ad%e7%8f%be%e7%8b%80%e5%a0%b1%e5%91%8a","status":"publish","type":"post","link":"https:\/\/coin-aiot.com\/myone\/%e7%94%9f%e6%88%90%e5%bc%8fai%e9%b4%bb%e6%ba%9d%ef%bc%9a95%e4%bc%81%e6%a5%ad%e6%8a%95%e8%b3%87%e9%9b%b6%e5%9b%9e%e5%a0%b1%e7%9a%84%e5%95%86%e6%a5%ad%e7%8f%be%e7%8b%80%e5%a0%b1%e5%91%8a\/","title":{"rendered":"\u751f\u6210\u5f0fAI\u9d3b\u6e9d\uff1a95%\u4f01\u696d\u6295\u8cc7\u96f6\u56de\u5831\u7684\u5546\u696d\u73fe\u72c0\u5831\u544a"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em><strong>\u6839\u64da\u9ebb\u7701\u7406\u5de5\u5b78\u9662 NANDA \u5c08\u6848\u7684\u7814\u7a76\u5831\u544a\uff0c\u4f01\u696d\u5728\u5c0e\u5165\u751f\u6210\u5f0f AI\uff08GenAI\uff09\u6642\uff0c\u8207\u539f\u672c\u9810\u671f\u6210\u679c\u4e4b\u9593\u5b58\u5728\u4e00\u500b\u5de8\u5927\u7684\u300cGenAI \u9d3b\u6e9d\u300d\uff08GenAI Divide\uff09\u3002\u8a72\u5831\u544a\u6307\u51fa\uff0c\u5118\u7ba1\u4f01\u696d\u5728 GenAI \u9818\u57df\u6295\u5165\u4e86&nbsp;300 \u81f3 400 \u5104\u7f8e\u5143\uff0c\u4f46\u9a5a\u4eba\u7684\u7d50\u679c\u662f&nbsp;95% \u7684\u7d44\u7e54\u6c92\u6709\u7372\u5f97\u4efb\u4f55\u56de\u5831\uff08\u96f6\u56de\u5831\uff09\u3002\u53ea\u6709 5% \u7684\u5df2\u6574\u5408 AI \u8a66\u9ede\u80fd\u5920\u5275\u9020\u6578\u767e\u842c\u7f8e\u5143\u7684\u50f9\u503c\u3002<\/strong><\/em><\/p>\n<\/blockquote>\n\n\n\n<p>\u4f60\u9084\u671f\u76fcAI\u80fd\u7d66\u4f60\u516c\u53f8\u5e36\u4f86\u4ec0\u9ebd\u8f49\u8b8a\u55ce\uff1f 95%\u7684\u8001\u95c6\u641e\u932f\u65b9\u5411\uff0c\u9032\u884c\u4e4b\u5f8c\u7406\u60f3\u8207\u73fe\u5be6\u7684\u9d3b\u6e9d\u8d8a\u4f86\u8d8a\u5927\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"> \u4f01\u696d\u5c0e\u5165 AI \u7684\u5de8\u5927\u9d3b\u6e9d\uff08\u9d3b\u6e9d\u662f\u4ec0\u9ebd\uff09\uff1f<\/h3>\n\n\n\n<p>GenAI \u9d3b\u6e9d\u7684\u672c\u8cea\u662f\u300c\u9ad8\u63a1\u7528\u7387\uff0c\u4f4e\u8f49\u578b\u300d\uff0c\u5177\u9ad4\u8868\u73fe\u70ba\u4ee5\u4e0b\u5e7e\u500b\u4e3b\u8981\u9762\u5411\uff1a<\/p>\n\n\n\n<p>1. \u90e8\u7f72\u8207\u843d\u5730\u7684\u9d3b\u6e9d\uff08The Pilot-to-Production Chasm\uff09<\/p>\n\n\n\n<p>\u9019\u662f GenAI \u9d3b\u6e9d\u6700\u660e\u78ba\u7684\u8868\u73fe\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5ba2\u88fd\u5316\u5de5\u5177\u7684\u6975\u9ad8\u5931\u6557\u7387\uff1a \u96d6\u7136 60% \u7684\u7d44\u7e54\u8a55\u4f30\u4e86\u5ba2\u88fd\u5316\u6216\u4f9b\u61c9\u5546\u51fa\u552e\u7684\u4f01\u696d\u7d1a AI \u7cfb\u7d71\uff0c\u4f46\u53ea\u6709 20% \u9032\u5165\u8a66\u9ede\u968e\u6bb5\uff0c\u6700\u7d42\u50c5\u6709 5% \u6210\u529f\u843d\u5730\u9032\u5165\u751f\u7522\u3002<\/li>\n\n\n\n<li>\u975c\u614b\u5de5\u5177\u7684\u7121\u6548\u6027\uff1a \u9019\u4e9b\u5ba2\u88fd\u5316\u89e3\u6c7a\u65b9\u6848\u5927\u591a\u5931\u6557\uff0c\u56e0\u70ba\u5b83\u5011\u7684\u5de5\u4f5c\u6d41\u7a0b\u8106\u5f31\u3001\u7f3a\u4e4f\u4e0a\u4e0b\u6587\u5b78\u7fd2\u80fd\u529b\uff0c\u4e26\u4e14\u8207\u65e5\u5e38\u71df\u904b\u56b4\u91cd\u812b\u7bc0\u3002\u7d44\u7e54\u6301\u7e8c\u6295\u8cc7\u65bc\u7121\u6cd5\u9069\u61c9\u5176\u5de5\u4f5c\u6d41\u7a0b\u7684\u975c\u614b\u5de5\u5177\uff0c\u662f\u9677\u5165\u9d3b\u6e9d\u7684\u4e3b\u8981\u539f\u56e0\u3002<\/li>\n<\/ul>\n\n\n\n<p>2. \u7522\u696d\u8f49\u578b\u8207\u985b\u8986\u7684\u9d3b\u6e9d\uff08The Disruption Reality\uff09<\/p>\n\n\n\n<p>\u5118\u7ba1 GenAI \u5099\u53d7\u77da\u76ee\uff0c\u4f46\u771f\u6b63\u5be6\u73fe\u7d50\u69cb\u6027\u8f49\u578b\u7684\u7522\u696d\u6975\u5c11\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f49\u578b\u96c6\u4e2d\u5ea6\u9ad8\uff1a \u53ea\u6709\u79d1\u6280\u696d\u548c\u5a92\u9ad4\u8207\u96fb\u4fe1\u696d\u5169\u500b\u4e3b\u8981\u884c\u696d\u986f\u793a\u51fa\u6709\u610f\u7fa9\u7684\u7d50\u69cb\u8b8a\u5316\u548c\u985b\u8986\u8de1\u8c61\u3002<\/li>\n\n\n\n<li>\u4e03\u5927\u884c\u696d\u8b8a\u9769\u4e0d\u8db3\uff1a \u5831\u544a\u89c0\u5bdf\u5230\u7684\u4e5d\u5927\u884c\u696d\u4e2d\uff0c\u6709\u4e03\u500b\uff08\u4f8b\u5982\uff1a\u5c08\u696d\u670d\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u3001\u91d1\u878d\u670d\u52d9\u3001\u80fd\u6e90\u8207\u6750\u6599\uff09\u4ecd\u8655\u65bc\u4f4e\u8f49\u578b\u7684\u4e00\u5074\u3002\u8a31\u591a\u884c\u696d\uff0c\u4f8b\u5982\u80fd\u6e90\u8207\u6750\u6599\uff0c\u63a1\u7528\u7387\u5e7e\u4e4e\u70ba\u96f6\uff0c\u5373\u4f7f\u6709\u5be6\u9a57\uff0c\u4e5f\u672a\u5c0d\u4f9b\u61c9\u93c8\u6216\u751f\u7522\u6d41\u7a0b\u7522\u751f\u5be6\u8cea\u5f71\u97ff\u3002<\/li>\n<\/ul>\n\n\n\n<p>3. \u4f01\u696d\u898f\u6a21\u8207\u64f4\u5c55\u7684\u9d3b\u6e9d\uff08The Enterprise Paradox\uff09<\/p>\n\n\n\n<p>\u5927\u578b\u4f01\u696d\uff08\u5e74\u71df\u6536\u8d85\u904e 1 \u5104\u7f8e\u5143\u7684\u516c\u53f8\uff09\u5728\u8a66\u9ede\u6578\u91cf\u4e0a\u5c45\u65bc\u9818\u5148\u5730\u4f4d\uff0c\u4f46\u5176\u5c07\u8a66\u9ede\u63a8\u5411\u898f\u6a21\u5316\uff08Scale-up\uff09\u7684\u6210\u529f\u7387\u537b\u8f03\u4f4e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6642\u9593\u6548\u7387\u4f4e\uff1a \u5927\u578b\u4f01\u696d\u5f9e\u8a66\u9ede\u5230\u5168\u9762\u5be6\u65bd\u5e73\u5747\u9700\u8981\u4e5d\u500b\u6708\u6216\u66f4\u9577\u6642\u9593\u3002<\/li>\n\n\n\n<li>\u4e2d\u578b\u4f01\u696d\u66f4\u5feb\uff1a \u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8868\u73fe\u6700\u597d\u7684\u4e2d\u578b\u4f01\u696d\u5e73\u5747\u53ea\u9700\u7d04 90 \u5929\u5373\u53ef\u5b8c\u6210\u5f9e\u8a66\u9ede\u5230\u5168\u9762\u5be6\u65bd\u7684\u904e\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<p>4. \u6295\u8cc7\u8207\u50f9\u503c\u7684\u9d3b\u6e9d\uff08Investment Bias\uff09<\/p>\n\n\n\n<p>\u4f01\u696d\u5728 GenAI \u9810\u7b97\u5206\u914d\u4e0a\u5b58\u5728\u504f\u898b\uff0c\u5c0e\u81f4\u8cc7\u6e90\u6d41\u5411\u9ad8\u53ef\u898b\u5ea6\u4f46\u5f80\u5f80\u8f49\u578b\u6548\u679c\u8f03\u4f4e\u7684\u9818\u57df\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u524d\u53f0\u529f\u80fd\u7372\u53d6\u591a\u6578\u8cc7\u91d1\uff1a \u92b7\u552e\u548c\u884c\u92b7\u529f\u80fd\u4f54\u64da\u4e86\u7d04 70% \u7684 GenAI \u9810\u7b97\u5206\u914d\u3002\u9019\u662f\u56e0\u70ba\u9019\u4e9b\u9818\u57df\u7684\u6210\u679c\uff08\u5982\u96fb\u5b50\u90f5\u4ef6\u56de\u5fa9\u7387\u3001\u6f14\u793a\u6578\u91cf\uff09\u6613\u65bc\u91cf\u5316\uff0c\u80fd\u76f4\u63a5\u8207\u8463\u4e8b\u6703\u7684 KPI \u639b\u9264\u3002<\/li>\n\n\n\n<li>\u5f8c\u53f0\u9ad8 ROI \u6a5f\u6703\u88ab\u5ffd\u8996\uff1a \u6cd5\u52d9\u3001\u63a1\u8cfc\u548c\u8ca1\u52d9\u7b49\u5f8c\u53f0\u90e8\u9580\u96d6\u7136\u53ef\u80fd\u63d0\u4f9b\u66f4\u9ad8\u7684\u6295\u8cc7\u56de\u5831\u7387\uff08ROI\uff09\uff0c\u7279\u5225\u662f\u5728\u6e1b\u5c11\u696d\u52d9\u6d41\u7a0b\u5916\u5305\uff08BPO\uff09\u548c\u5916\u90e8\u4ee3\u7406\u652f\u51fa\u65b9\u9762\uff0c\u4f46\u7531\u65bc\u5176\u6548\u7387\u63d0\u5347\u96e3\u4ee5\u5728\u4e3b\u7ba1\u5c0d\u8a71\u4e2d\u5177\u9ad4\u91cf\u5316\uff0c\u56e0\u6b64\u9810\u7b97\u5f80\u5f80\u4e0d\u8db3\u3002<\/li>\n<\/ul>\n\n\n\n<p>5. \u5f71\u5b50 AI \u7d93\u6fdf\uff08The Shadow AI Economy\uff09<\/p>\n\n\n\n<p>\u6b63\u5f0f\u7684\u4f01\u696d AI \u8209\u63aa\u505c\u6eef\u4e0d\u524d\uff0c\u4f46\u54e1\u5de5\u5df2\u900f\u904e\u500b\u4eba\u5de5\u5177\u8de8\u8d8a\u9d3b\u6e9d\uff0c\u9019\u51f8\u986f\u4e86\u4f01\u696d\u5de5\u5177\u7684\u4e0d\u8db3\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u500b\u4eba\u5de5\u5177\u5ee3\u6cdb\u4f7f\u7528\uff1a \u96d6\u7136\u53ea\u6709 40% \u7684\u516c\u53f8\u8cfc\u8cb7\u4e86\u5b98\u65b9\u7684 LLM \u8a02\u95b1\uff0c\u4f46\u8d85\u904e 90% \u7684\u53d7\u8a2a\u54e1\u5de5\u8868\u793a\u7d93\u5e38\u4f7f\u7528\u500b\u4eba AI \u5de5\u5177\uff08\u5982 ChatGPT\u3001Claude\uff09\u4f86\u8655\u7406\u5de5\u4f5c\u4efb\u52d9\u3002<\/li>\n\n\n\n<li>\u4f01\u696d\u5de5\u5177\u7684\u7b28\u62d9\uff1a \u54e1\u5de5\u504f\u611b\u901a\u7528\u5de5\u5177\u7684\u9748\u6d3b\u6027\u548c\u719f\u6089\u5ea6\uff0c\u800c\u4f01\u696d\u7d1a AI \u5de5\u5177\u5e38\u88ab\u63cf\u8ff0\u70ba\u8106\u5f31\u3001\u904e\u5ea6\u8a2d\u8a08\u6216\u8207\u5be6\u969b\u5de5\u4f5c\u6d41\u7a0b\u4e0d\u7b26\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9020\u6210\u5de8\u5927\u9d3b\u6e9d\u7684\u6838\u5fc3\u539f\u56e0\uff08\u4ec0\u9ebd\u539f\u56e0\u9020\u6210\u7684\uff09<\/h3>\n\n\n\n<p>\u5831\u544a\u6307\u51fa\uff0c\u963b\u7919 AI \u898f\u6a21\u5316\u7684\u6838\u5fc3\u969c\u7919\u4e0d\u662f\u57fa\u790e\u8a2d\u65bd\u3001\u6cd5\u898f\u6216\u4eba\u624d\u77ed\u7f3a\uff0c\u800c\u662f\u5b78\u7fd2\u5dee\u8ddd\uff08The Learning Gap\uff09\u3002<\/p>\n\n\n\n<p>1. \u6838\u5fc3\u969c\u7919\uff1aAI \u5de5\u5177\u7f3a\u4e4f\u300c\u5b78\u7fd2\u80fd\u529b\u300d\u8207\u300c\u8a18\u61b6\u529b\u300d<\/p>\n\n\n\n<p>\u7d55\u5927\u591a\u6578 GenAI \u7cfb\u7d71\u7f3a\u4e4f\u6301\u7e8c\u9069\u61c9\u548c\u6539\u9032\u7684\u80fd\u529b\uff0c\u9019\u662f\u5c0e\u81f4\u8a66\u9ede\u505c\u6eef\u7684\u6838\u5fc3\u539f\u56e0\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f3a\u4e4f\u4e0a\u4e0b\u6587\u8a18\u61b6\uff1a \u8a31\u591a GenAI 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\u4e00\u65e6\u51fa\u932f\u5c31\u6703\u9020\u6210\u5927\u554f\u984c\u3002<\/li>\n\n\n\n<li>\u5c0d\u8907\u96dc\u4efb\u52d9\u7684\u4e0d\u4fe1\u4efb\uff1a \u9019\u7a2e\u5b78\u7fd2\u80fd\u529b\u7684\u7f3a\u4e4f\u5c0e\u81f4\u7528\u6236\u5c0d\u4f01\u696d AI \u5de5\u5177\u7522\u751f\u4e0d\u4fe1\u4efb\u3002\u5c0d\u65bc\u8907\u96dc\u6216\u9577\u671f\u7684\u9805\u76ee\uff08\u5982\u591a\u9031\u5c08\u6848\u7ba1\u7406\u3001\u5ba2\u6236\u7dad\u8b77\uff09\uff0c90% \u7684\u7528\u6236\u5be7\u9858\u9078\u64c7\u4eba\u985e\u540c\u4e8b\u4e5f\u4e0d\u9858\u4f7f\u7528 AI\u3002<\/li>\n<\/ul>\n\n\n\n<p>2. \u5de5\u4f5c\u6d41\u7a0b\u6574\u5408\u7684\u56f0\u96e3<\/p>\n\n\n\n<p>\u4f01\u696d\u7d1a AI \u7cfb\u7d71\u96e3\u4ee5\u8207\u73fe\u6709\u7684\u696d\u52d9\u6d41\u7a0b\u548c\u7cfb\u7d71\u6df1\u5ea6\u6574\u5408\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d41\u7a0b\u50f5\u786c\u8207\u4e0d\u5339\u914d\uff1a 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