{"id":11387,"date":"2025-11-12T15:35:48","date_gmt":"2025-11-12T07:35:48","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=11387"},"modified":"2025-11-12T15:37:15","modified_gmt":"2025-11-12T07:37:15","slug":"cloud-or-on-premises","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/cloud-or-on-premises","title":{"rendered":"\u4f01\u696d\u5c0e\u5165 AI\uff1a\u8a72\u9078\u96f2\u7aef\u9084\u662f\u5730\u7aef\uff1f\u5f9e\u4e94\u5927\u9762\u5411\u5206\u6790\u6700\u9069\u65b9\u6848"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI \u662f\u4f01\u696d\u7af6\u722d\u529b\u7684\u6838\u5fc3\u95dc\u9375\uff0c\u5f9e\u667a\u80fd\u5ba2\u670d\u3001\u9810\u6e2c\u5206\u6790\u5230\u751f\u6210\u5f0f AI \u61c9\u7528\uff0c\u5404\u884c\u5404\u696d\u90fd\u5728\u7a4d\u6975\u4f48\u5c40 AI \u8f49\u578b\u3002\u7136\u800c\uff0c\u5728\u5be6\u969b\u5c0e\u5165 AI \u524d\uff0c\u8a31\u591a\u4f01\u696d\u537b\u5728\u7b2c\u4e00\u95dc\u5c31\u5361\u4f4f\u4e86\u2014\u2014\u7a76\u7adf\u8a72\u9078\u64c7\u96f2\u7aef\u9084\u662f\u5730\u7aef?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u770b\u4f3c\u7c21\u55ae\u7684\u9078\u64c7\uff0c\u5be6\u5247\u727d\u6d89\u5230\u6210\u672c\u7d50\u69cb\u3001\u8cc7\u6599\u5b89\u5168\u3001\u904b\u7b97\u6548\u80fd\u3001\u5718\u968a\u80fd\u529b\u7b49\u591a\u91cd\u8003\u91cf\u3002\u9078\u932f\u90e8\u7f72\u6a21\u5f0f\uff0c\u8f15\u5247\u5c0e\u81f4\u6210\u672c\u98c6\u5347\uff0c\u91cd\u5247\u53ef\u80fd\u56e0\u8cc7\u6599\u5408\u898f\u554f\u984c\u6216\u7b97\u529b\u74f6\u9838\u800c\u5c0e\u81f4\u5c08\u6848\u5931\u6557\u3002\u672c\u6587\u5c07\u5f9e <strong>\u6210\u672c\u6548\u76ca\u3001\u6548\u80fd\u3001\u8cc7\u5b89\u3001\u7dad\u904b\u8207\u5f48\u6027<\/strong> \u4e94\u5927\u6838\u5fc3\u9762\u5411\uff0c\u63d0\u4f9b\u4e00\u500b\u7d50\u69cb\u5316\u7684\u5206\u6790\u6846\u67b6\uff0c\u5e6b\u52a9\u60a8\u7684\u4f01\u696d\u627e\u5230\u6700\u5408\u9069\u7684 AI \u90e8\u7f72\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u96f2\u7aef AI \u8207\u5730\u7aef AI \u5dee\u7570<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u958b\u59cb\u6df1\u5165\u5206\u6790\u524d\uff0c\u5148\u91d0\u6e05\u5169\u7a2e\u4e3b\u6d41\u90e8\u7f72\u65b9\u5f0f\u7684\u6838\u5fc3\u5dee\u7570\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th><strong>\u985e\u5225<\/strong><\/th><th><strong>\u96f2\u7aef AI (Public Cloud)<\/strong><\/th><th><strong>\u5730\u7aef AI (On-premises)<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>\u90e8\u7f72\u65b9\u5f0f<\/strong><\/td><td>\u900f\u904e\u7b2c\u4e09\u65b9\u670d\u52d9\u5546\uff08\u5982 AWS\u3001Azure\u3001GCP\u3001NVIDIA DGX Cloud\uff09\u79df\u7528 GPU \u7b97\u529b\u8207\u74b0\u5883\u3002<\/td><td>\u4f01\u696d\u81ea\u884c\u63a1\u8cfc\u786c\u9ad4\uff0c\u5728\u5167\u90e8\u8cc7\u6599\u4e2d\u5fc3\u5efa\u7f6e AI \u8a13\u7df4\u8207\u63a8\u8ad6\u74b0\u5883\u3002<\/td><\/tr><tr><td><strong>\u6210\u672c\u6a21\u5f0f<\/strong><\/td><td><strong>Opex (\u71df\u904b\u652f\u51fa)<\/strong>\uff1a\u6309\u4f7f\u7528\u91cf\u4ed8\u8cbb\uff0c\u96a8\u7528\u96a8\u4ed8\u3002<\/td><td><strong>Capex (\u8cc7\u672c\u652f\u51fa)<\/strong>\uff1a\u4e00\u6b21\u6027\u8a2d\u5099\u6295\u8cc7\u8207\u5efa\u7f6e\u6210\u672c\u3002<\/td><\/tr><tr><td><strong>\u5efa\u7f6e\u901f\u5ea6<\/strong><\/td><td><strong>\u5feb\u901f\u555f\u7528<\/strong>\uff0c\u53ef\u5373\u6642\u555f\u52d5\u8cc7\u6e90\u3002<\/td><td>\u9700\u8f03\u9577\u7684\u524d\u7f6e\u898f\u5283\u3001\u63a1\u8cfc\u8207\u5efa\u7f6e\u6642\u9593\u3002<\/td><\/tr><tr><td><strong>\u8cc7\u6599\u638c\u63a7<\/strong><\/td><td>\u8cc7\u6599\u5b58\u653e\u65bc\u96f2\u7aef\u4f9b\u61c9\u5546\u7684\u4f3a\u670d\u5668\u3002<\/td><td><strong>\u5b8c\u5168\u638c\u63a7<\/strong>\u8cc7\u6599\uff0c\u8cc7\u6599\u4e0d\u51fa\u4f01\u696d\u5167\u7db2\u3002<\/td><\/tr><tr><td><strong>\u5f48\u6027\u64f4\u5145<\/strong><\/td><td><strong>\u9ad8\u5ea6\u5f48\u6027<\/strong>\uff0c\u53ef\u7acb\u5373\u64f4\u5145\u6216\u7e2e\u6e1b\u8cc7\u6e90\u3002<\/td><td>\u64f4\u5145\u6709\u9650\uff0c\u53d7\u9650\u65bc\u65e2\u6709\u786c\u9ad4\u5bb9\u91cf\u3002<\/td><\/tr><tr><td><strong>\u6cd5\u898f\u9075\u5faa<\/strong><\/td><td>\u9808\u4f9d\u64da\u4f9b\u61c9\u5546\u7684\u5730\u5340\u8207\u670d\u52d9\u898f\u7bc4\u3002<\/td><td>\u53ef<strong>\u5b8c\u5168\u7b26\u5408<\/strong>\u5167\u90e8\u8207\u5730\u5340\u7684\u56b4\u683c\u898f\u7bc4\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f9e\u4e94\u5927\u95dc\u9375\u9762\u5411\u8a55\u4f30\uff1a\u54ea\u7a2e\u65b9\u6848\u9069\u5408\u4f60\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c7a\u7b56\u4e0d\u61c9\u57fa\u65bc\u504f\u597d\uff0c\u800c\u61c9\u57fa\u65bc\u4f01\u696d\u7684\u5be6\u969b\u5de5\u4f5c\u8ca0\u8f09\u8207\u6230\u7565\u9700\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 \u6210\u672c\u6548\u76ca\uff1a\u8861\u91cf TCO \u8207 ROI<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u7aef\uff1a<\/strong> \u9069\u5408 <strong>AI \u904b\u7b97\u9700\u6c42\u9577\u671f\u4e14\u7a69\u5b9a<\/strong>\u3001<strong>GPU \u4f7f\u7528\u5bc6\u96c6\u7684\u4f01\u696d<\/strong>\u3002\u96d6\u7136\u521d\u671f\u6295\u8cc7\u9ad8\uff0c\u4f46\u82e5 GPU \u5e74\u5747\u4f7f\u7528\u7387\u80fd\u9577\u671f\u7dad\u6301\u5728 70% \u4ee5\u4e0a\uff0c\u901a\u5e38\u5728 <strong>2-3 \u5e74\u5f8c<\/strong>\uff0c\u5730\u7aef\u7684<strong>\u7e3d\u6301\u6709\u6210\u672c (TCO)<\/strong> \u6703\u4f4e\u65bc\u96f2\u7aef\u79df\u8cc3\u3002<\/li>\n\n\n\n<li><strong>\u96f2\u7aef\uff1a<\/strong> \u9069\u5408 <strong>\u521d\u671f\u5be6\u9a57\u968e\u6bb5<\/strong>\u3001<strong>\u6982\u5ff5\u9a57\u8b49 (PoC)<\/strong> \u6216 <strong>\u7b97\u529b\u9700\u6c42\u4e0d\u78ba\u5b9a<\/strong>\u7684\u4f01\u696d\u3002\u96f2\u7aef\u7684\u300c\u96a8\u7528\u96a8\u4ed8\u300d\u6a21\u5f0f\uff0c\u8b93\u60a8\u7121\u9700\u627f\u64d4\u9ad8\u6602\u7684\u9592\u7f6e\u98a8\u96aa\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u6548\u80fd\u8207\u5ef6\u9072\uff1a\u8ffd\u6c42\u6975\u81f4\u7684\u901f\u5ea6\u8207\u7a69\u5b9a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u7aef\u7684\u512a\u52e2\uff1a<\/strong> \u7531\u65bc\u7db2\u8def\u5ef6\u9072\u6975\u4f4e\uff08\u6578\u64da\u50b3\u8f38\u4e0d\u51fa\u5167\u7db2\uff09\uff0c\u5730\u7aef\u74b0\u5883\u5177\u5099<strong>\u4f4e\u5ef6\u9072\u3001\u9ad8\u7a69\u5b9a\u5ea6<\/strong>\u7684\u7279\u6027\u3002\u9019\u5c24\u5176\u9069\u5408 <strong>\u908a\u7de3\u904b\u7b97<\/strong>\u3001<strong>\u5373\u6642\u91d1\u878d\u98a8\u63a7<\/strong>\u6216\u5c0d\u901f\u5ea6\u8981\u6c42\u6975\u9ad8\u7684<strong>\u5167\u90e8\u6a21\u578b\u8a13\u7df4<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u96f2\u7aef\u7684\u512a\u52e2\uff1a<\/strong> \u53ef\u5373\u6642\u64f4\u5bb9\uff0c\u7576\u60a8\u9700\u8981\u300c\u6578\u767e\u9846 GPU \u5728 48 \u5c0f\u6642\u5167\u5b8c\u6210\u4e00\u6b21\u8d85\u5927\u898f\u6a21\u8a13\u7df4\u300d\u6642\uff0c\u96f2\u7aef\u80fd\u63d0\u4f9b\u5373\u6642\u7684\u5f48\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u8cc7\u6599\u5b89\u5168\u8207\u6cd5\u898f\u9075\u5faa\uff1a\u4f01\u696d\u7684\u751f\u547d\u7dda<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u7aef\u7684\u5f37\u9805\uff1a<\/strong> \u9019\u662f\u5730\u7aef\u90e8\u7f72\u6700\u6838\u5fc3\u7684\u9632\u79a6\u6027\u8b77\u57ce\u6cb3\u3002<strong>\u8cc7\u6599\u4e0d\u51fa\u5167\u7db2<\/strong>\uff0c\u5b8c\u5168\u638c\u63a7\u6578\u64da\u7684\u7269\u7406\u4f4d\u7f6e\uff0c\u9069\u7528\u65bc <strong>\u91ab\u7642\u75c5\u6b77\u3001\u91d1\u878d\u4ea4\u6613\u3001\u653f\u5e9c\u6a5f\u5bc6<\/strong> \u7b49\u9ad8\u654f\u611f\u5834\u666f\uff0c\u80fd\u6eff\u8db3\u5982 GDPR\u3001HIPAA \u6216\u5728\u5730\u500b\u8cc7\u6cd5\u7684\u56b4\u683c\u8981\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u96f2\u7aef\u7684\u6311\u6230\uff1a<\/strong> \u8cc7\u6599\u5b58\u653e\u65bc\u7b2c\u4e09\u65b9\u4f3a\u670d\u5668\uff0c\u5118\u7ba1\u96f2\u7aef\u670d\u52d9\u5546\u63d0\u4f9b\u9ad8\u898f\u683c\u52a0\u5bc6\uff0c\u4f46\u5728\u4e3b\u6b0a\u8cc7\u6599\u548c\u7279\u5b9a\u884c\u696d\u5408\u898f\u4e0a\u4ecd\u53ef\u80fd\u9762\u81e8\u6311\u6230\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4\ufe0f\u20e3 \u7cfb\u7d71\u7dad\u904b\u8207\u6280\u8853\u8cc7\u6e90\uff1aIT \u4eba\u529b\u8003\u91cf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u7aef\uff1a<\/strong> \u9700\u81ea\u884c\u7ba1\u7406\u786c\u9ad4\u8207\u8edf\u9ad4\u5806\u68e7\u3002\u4f46\u900f\u904e\u90e8\u7f72 <strong>AI \u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u5e73\u53f0<\/strong>\uff08\u4f8b\u5982 AI-Stack\uff09\uff0c\u53ef\u6709\u6548\u7c21\u5316 GPU \u8cc7\u6e90\u7684\u8abf\u5ea6\u3001\u76e3\u63a7\u8207\u7dad\u8b77\uff0c\u5c07 IT \u4eba\u529b\u5f9e\u7e41\u7463\u7684\u7dad\u904b\u4e2d\u91cb\u653e\u51fa\u4f86\u3002<\/li>\n\n\n\n<li><strong>\u96f2\u7aef\uff1a<\/strong> \u57fa\u790e\u8a2d\u65bd\u7684\u66f4\u65b0\u3001\u7dad\u8b77\u3001\u6563\u71b1\u3001\u96fb\u529b\u7b49\u8907\u96dc\u5de5\u4f5c<strong>\u5168\u7531\u4f9b\u61c9\u5546\u8ca0\u8cac<\/strong>\uff0c\u80fd\u5927\u5e45\u964d\u4f4e\u4f01\u696d IT \u4eba\u529b\u7684\u7dad\u8b77\u8ca0\u64d4\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5\ufe0f\u20e3 \u5f48\u6027\u8207\u9577\u671f\u64f4\u5c55\u6027\uff1a\u9762\u5411\u672a\u4f86\u4f48\u5c40<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u7aef\uff1a<\/strong> \u96d6\u7136\u5be6\u9ad4\u64f4\u5bb9\u8f03\u6162\uff0c\u4f46\u900f\u904e <strong>AI \u7ba1\u7406\u5e73\u53f0<\/strong>\uff08\u5982 AI-Stack\uff09\u80fd\u6975\u5927\u5316\u65e2\u6709\u786c\u9ad4\u7684\u5229\u7528\u7387\u8207\u591a\u79df\u6236\u5f48\u6027\uff0c\u6253\u9020\u66f4\u7a69\u5b9a\u4e14\u5177\u5099\u9577\u671f\u53ef\u63a7\u6027\u7684 AI \u57fa\u790e\u8a2d\u65bd\u3002<\/li>\n\n\n\n<li><strong>\u96f2\u7aef\uff1a<\/strong> \u9069\u5408 <strong>\u591a\u5730\u5354\u4f5c<\/strong> \u8207<strong>\u81e8\u6642\u5c08\u6848<\/strong>\uff0c\u5177\u5099\u7121\u9650\u7684\u64f4\u5bb9\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u6df7\u5408\u5f0f\u90e8\u7f72\uff1a\u5169\u8005\u517c\u5f97\u7684\u89e3\u65b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u96f2\u7aef\u8207\u5730\u7aef\u4e26\u975e\u96f6\u548c\u5c0d\u7acb\u7684\u9078\u64c7\uff0c<strong>\u6df7\u5408\u5f0f AI \u67b6\u69cb (Hybrid AI)<\/strong> \u624d\u662f\u8d8a\u4f86\u8d8a\u591a\u6210\u719f\u4f01\u696d\u7684\u6a19\u6e96\u914d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df7\u5408\u96f2\u7b56\u7565\u7684\u4f48\u5c40\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7aef (On-premises)\uff1a \u90e8\u7f72 \u6838\u5fc3\u3001\u6a5f\u5bc6\u3001\u9ad8\u983b\u7387\u7684 LLM \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u8ad6\u670d\u52d9\uff0c\u4ee5\u78ba\u4fdd\u8cc7\u6599\u5b89\u5168\u8207\u6210\u672c\u6548\u76ca\u3002<\/li>\n\n\n\n<li>\u96f2\u7aef (Public Cloud)\uff1a \u7528\u65bc \u6e2c\u8a66\u65b0\u6a21\u578b\u3001\u81e8\u6642\u6027\u8ca0\u8f09\u9ad8\u5cf0\u3001\u6216\u7570\u5730\u707d\u96e3\u5099\u63f4\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u95dc\u9375\u6280\u8853\u6574\u5408\uff1a\u6210\u529f\u7684\u6df7\u5408\u90e8\u7f72\u9700\u8981\u4e00\u500b\u5f37\u5927\u7684\u4e2d\u592e\u7ba1\u7406\u5de5\u5177\u3002\u900f\u904e <strong>AI-Stack<\/strong> \u7b49\u5e73\u53f0\uff0c\u4f01\u696d\u53ef\u4ee5\u5be6\u73fe\u5c0d<strong>\u96f2\u7aef\u8207\u5730\u7aef GPU \u8cc7\u6e90\u7684\u7d71\u4e00\u7ba1\u7406\u3001\u76e3\u63a7\u8207\u8abf\u5ea6<\/strong>\uff0c\u6d88\u9664\u6df7\u5408\u96f2\u7684\u8907\u96dc\u6027\uff0c\u8b93\u958b\u767c\u8005\u53ea\u9700\u9762\u5c0d\u55ae\u4e00\u64cd\u4f5c\u4ecb\u9762\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6c7a\u7b56\u6307\u5357\uff1a\u5982\u4f55\u9078\u51fa\u6700\u9069\u5408\u4f01\u696d\u7684 AI \u90e8\u7f72\u6a21\u5f0f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u60a8\u5728\u6c7a\u7b56\u524d\u5fc5\u9808\u9032\u884c\u7684\u8a55\u4f30\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6b65\u9a5f 1\uff1a\u8a55\u4f30 AI \u5c08\u6848\u578b\u614b<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5c08\u6848\u662f <strong>\u5be6\u9a57\u6027\/\u77ed\u671f (PoC)<\/strong>\uff0c\u9084\u662f <strong>\u9577\u671f\/\u751f\u7522\u7d1a (Production-Grade)<\/strong>\uff1f\uff08\u2192 \u6c7a\u5b9a Capex\/Opex \u504f\u597d\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6b65\u9a5f 2\uff1a\u76e4\u9ede\u8cc7\u5b89\u653f\u7b56\u8207\u5408\u898f\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u8cc7\u6599\u662f\u5426\u6d89\u53ca <strong>\u91d1\u878d\u3001\u91ab\u7642\u3001\u570b\u5bb6\u7d1a\u6a5f\u5bc6<\/strong>\uff1f\uff08\u2192 \u6c7a\u5b9a\u662f\u5426\u5fc5\u9808\u5730\u7aef\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6b65\u9a5f 3\uff1a\u8a66\u7b97 TCO\uff08\u7e3d\u6301\u6709\u6210\u672c\uff09\u8207 ROI<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4ed4\u7d30\u4f30\u7b97 <strong>GPU \u9810\u671f\u5e74\u5747\u5229\u7528\u7387<\/strong>\uff0c\u4e26\u7d0d\u5165\u4eba\u529b\u7dad\u8b77\u6210\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6b65\u9a5f 4\uff1a\u8003\u616e\u6df7\u5408\u5f0f\u89e3\u6c7a\u65b9\u6848\u6216\u7ba1\u7406\u5e73\u53f0\u652f\u63f4<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5982\u679c\u9078\u64c7\u5730\u7aef\u6216\u6df7\u5408\u96f2\uff0c\u5247\u5fc5\u9808\u8003\u616e\u5c0e\u5165 <strong>AI \u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u5e73\u53f0<\/strong>\uff0c\u9019\u662f\u78ba\u4fdd ROI \u7684\u95dc\u9375\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c7a\u7b56\u6a39\u53c3\u8003:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8cc7\u6599\u9ad8\u5ea6\u654f\u611f\u4e14\u4e0d\u53ef\u5916\u6d41 \u2192 \u512a\u5148<strong>\u5730\u7aef<\/strong><\/li>\n\n\n\n<li>AI \u9700\u6c42\u8b8a\u52d5\u5927\u4e14\u96e3\u4ee5\u9810\u6e2c \u2192 \u512a\u5148<strong>\u96f2\u7aef<\/strong><\/li>\n\n\n\n<li>\u9577\u671f\u7a69\u5b9a\u7684 AI \u5de5\u4f5c\u8ca0\u8f09 \u2192 \u8a55\u4f30<strong>\u5730\u7aef\u6216\u6df7\u5408\u5f0f<\/strong><\/li>\n\n\n\n<li>IT \u7dad\u904b\u80fd\u529b\u6709\u9650 \u2192 \u512a\u5148<strong>\u96f2\u7aef<\/strong><\/li>\n\n\n\n<li>\u9700\u8981\u5373\u6642\u56de\u61c9\u6216\u908a\u7de3\u904b\u7b97 \u2192 \u512a\u5148<strong>\u5730\u7aef<\/strong><\/li>\n\n\n\n<li>\u540c\u6642\u6709\u654f\u611f\u8207\u975e\u654f\u611f\u61c9\u7528 \u2192 \u512a\u5148<strong>\u6df7\u5408\u5f0f<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8a9e\uff1a\u6253\u9020\u6700\u7b26\u5408\u4f01\u696d\u672a\u4f86\u767c\u5c55\u7684 AI \u57fa\u790e\u67b6\u69cb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 AI \u6642\u4ee3\uff0c\u8cc7\u6e90\u5206\u914d\u662f\u6230\u7565\u7d1a\u7684\u6c7a\u7b56\u3002\u96f2\u7aef\u5e36\u4f86\u5f48\u6027\uff0c\u5730\u7aef\u8ce6\u4e88\u5b89\u5168\u8207\u638c\u63a7\u6b0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95dc\u9375\u4e0d\u5728\u65bc\u4e8c\u9078\u4e00\uff0c\u800c\u5728\u65bc\u9078\u64c7\u6700\u80fd\u517c\u9867\u6210\u672c\u3001\u6548\u80fd\u8207\u8cc7\u5b89\u7684\u65b9\u6848\uff0c\u4e26\u5229\u7528\u5148\u9032\u7684 AI \u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u6280\u8853\u4f86\u6d88\u9664\u5169\u8005\u7684\u7dad\u904b\u75db\u9ede\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"http:\/\/infinitix.co\" data-type=\"link\" data-id=\"infinitix.co\" target=\"_blank\" rel=\"noopener\">\u6578\u4f4d\u7121\u9650<\/a><\/strong> \u900f\u904e <strong><a href=\"https:\/\/ai-stack.ai\/\">AI-Stack<\/a><\/strong> \u5e73\u53f0\uff0c\u5354\u52a9\u4f01\u696d\u7cbe\u78ba\u638c\u63e1\u4e26\u7d71\u4e00\u7ba1\u7406 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-infrastructure\">AI \u57fa\u790e\u8a2d\u65bd<\/a>\u8cc7\u6e90\uff0c\u78ba\u4fdd\u60a8\u7684\u6bcf\u4e00\u5206 AI \u6295\u8cc7\u90fd\u80fd\u52a0\u901f\u696d\u52d9\u7684\u5275\u65b0\u8207\u843d\u5730\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u662f\u4f01\u696d\u7af6\u722d\u529b\u7684\u6838\u5fc3\u95dc\u9375\uff0c\u5f9e\u667a\u80fd\u5ba2\u670d\u3001\u9810\u6e2c\u5206\u6790\u5230\u751f\u6210\u5f0f AI \u61c9\u7528\uff0c\u5404\u884c\u5404\u696d\u90fd\u5728\u7a4d\u6975\u4f48\u5c40 AI \u8f49\u578b\u3002\u7136\u800c\uff0c\u5728\u5be6\u969b\u5c0e\u5165 AI \u524d\uff0c\u8a31\u591a\u4f01\u696d\u537b\u5728\u7b2c\u4e00\u95dc\u5c31\u5361\u4f4f\u4e86\u2014\u2014\u7a76\u7adf\u8a72\u9078\u64c7\u96f2\u7aef\u9084\u662f\u5730\u7aef? \u9019\u500b\u770b\u4f3c\u7c21\u55ae&#8230;<\/p>\n","protected":false},"author":253372381,"featured_media":11388,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987581,96987573],"tags":[96987634,96987789,96987798],"class_list":["post-11387","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-focus","category-featured-articles","tag-ai"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/11\/Blog%E5%B0%81%E9%9D%A2%E5%9C%96.png?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-2XF","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11387","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372381"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=11387"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11387\/revisions"}],"predecessor-version":[{"id":11391,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11387\/revisions\/11391"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/11388"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=11387"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=11387"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=11387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}