{"id":23612,"date":"2025-08-21T15:51:53","date_gmt":"2025-08-21T07:51:53","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-cn\/dive-into-ai-training-clusters-and-roles-in-npc-development\/"},"modified":"2025-08-21T15:55:21","modified_gmt":"2025-08-21T07:55:21","slug":"dive-into-ai-training-clusters-and-roles-in-npc-development","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-cn\/blog\/dive-into-ai-training-clusters-and-roles-in-npc-development\/","title":{"rendered":"\u6df1\u5165\u4e86\u89e3AI\u8bad\u7ec3\u96c6\u7fa4\u53ca\u5176\u5728NPC\u5f00\u53d1\u4e2d\u7684\u4f5c\u7528"},"content":{"rendered":"\n<p>\u7f8e\u56fd\u670d\u52a1\u5668\u4e0a\u7684AI\u8bad\u7ec3\u96c6\u7fa4\u6539\u53d8\u4e86\u6e38\u620f\u884c\u4e1a\u3002\u8fd9\u4e9b\u96c6\u7fa4\u91c7\u7528\u9ad8\u6027\u80fd<a href=\"https:\/\/www.varidata.com\/zh-cn\/blog\/gpu-server-storage-bottlenecks-with-cutting-edge-solutions\/\" target=\"_blank\">GPU<\/a>\u8fdb\u884c\u9ad8\u7ea7\u8bad\u7ec3\uff0c\u52a9\u529b\u6e38\u620f\u89d2\u8272\u5373\u65f6\u54cd\u5e94\u73a9\u5bb6\u64cd\u4f5c\u3002\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u901a\u8fc7\u5206\u6790\u73a9\u5bb6\u884c\u4e3a\uff0c\u8ba9\u975e\u73a9\u5bb6\u89d2\u8272\uff08NPC\uff09\u7684\u52a8\u4f5c\u66f4\u8d34\u8fd1\u771f\u5b9e\u3002<a href=\"https:\/\/www.varidata.com\/zh-cn\/server\/us\/\" target=\"_blank\">\u7f8e\u56fd\u670d\u52a1\u5668<\/a>\u57fa\u7840\u8bbe\u65bd\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\uff0c\u5e26\u6765\u6d41\u7545\u7684\u6e38\u620f\u4f53\u9a8c\u548c\u9c9c\u6d3b\u7684\u89d2\u8272\u8868\u73b0\u3002\u5b9e\u65f6\u6570\u636e\u8ffd\u8e2a\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u8bad\u7ec3\u6a21\u578b\uff0c\u4e91\u670d\u52a1\u7684\u53ef\u6269\u5c55\u6027\u8ba9\u5f00\u53d1\u5de5\u4f5c\u9ad8\u6548\u63a8\u8fdb\uff0c\u6e38\u620f\u56e0\u6b64\u5bf9\u73a9\u5bb6\u66f4\u5177\u5438\u5f15\u529b\uff0c\u73a9\u6cd5\u4e5f\u80fd\u4e0d\u65ad\u6f14\u53d8\u548c\u62d3\u5c55\u3002<\/p>\n<h2>AI\u8bad\u7ec3\u96c6\u7fa4<\/h2>\n<h3>\u6838\u5fc3\u7ec4\u4ef6<\/h3>\n<p>AI\u8bad\u7ec3\u96c6\u7fa4\u5728\u6e38\u620f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u4e9b\u96c6\u7fa4\u6574\u5408\u9ad8\u6027\u80fdGPU\u548c\u591a\u53f0\u534f\u540c\u5de5\u4f5c\u7684\u8ba1\u7b97\u673a\uff0c\u8f7b\u677e\u5e94\u5bf9\u5927\u89c4\u6a21\u8bad\u7ec3\u4efb\u52a1\u3002\u6e38\u620f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u9700\u8981\u6d77\u91cf\u6570\u636e\u548c\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u652f\u6301\uff0c\u5206\u5e03\u5f0fGPU\u96c6\u7fa4\u8ba9\u667a\u80fd\u4f53\u80fd\u591f\u5373\u65f6\u5904\u7406\u4fe1\u606f\uff0c\u63d0\u5347\u6e38\u620f\u901f\u5ea6\u548c\u73a9\u5bb6\u4f53\u9a8c\u3002\u57fa\u4e8e\u4e91\u7684\u7cfb\u7edf\u8ba9\u5f00\u53d1\u8005\u53ef\u6309\u9700\u83b7\u53d6\u66f4\u591a\u786c\u4ef6\u8d44\u6e90\uff0c\u5b9e\u73b0\u8d44\u6e90\u7075\u6d3b\u8c03\u914d\u5e76\u8282\u7701\u6210\u672c\u3002\u5bb9\u5668\u7f16\u6392\u3001\u8fb9\u7f18-\u4e91\u6df7\u5408\u67b6\u6784\u7b49\u5de5\u5177\u52a9\u529b\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u7684\u6269\u5c55\u4e0e\u8c03\u6574\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5177\u5907\u7075\u6d3b\u6027\u548c\u5bb9\u9519\u80fd\u529b\uff0c\u8fd9\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684\u6e38\u620f\u573a\u666f\u800c\u8a00\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<blockquote>\n<p>\u6ce8\uff1a\u5206\u5e03\u5f0f\u8bad\u7ec3\u5c06\u5927\u578b\u6570\u636e\u96c6\u62c6\u5206\u4e3a\u5c0f\u5757\uff0c\u6bcf\u4e2a\u6a21\u578b\u72ec\u7acb\u8bad\u7ec3\u5404\u81ea\u6570\u636e\u5757\u540e\u518d\u5171\u4eab\u6210\u679c\u3002\u8fd9\u79cd\u65b9\u5f0f\u52a0\u5feb\u5b66\u4e60\u901f\u5ea6\u3001\u51cf\u5c11\u5185\u5b58\u5360\u7528\uff0c\u4f18\u5316\u4e86\u6e38\u620f\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u6548\u679c\u3002<\/p>\n<\/blockquote>\n<h3>\u5728\u6e38\u620fNPC\u4e2d\u7684\u4f5c\u7528<\/h3>\n<p>AI\u8bad\u7ec3\u96c6\u7fa4\u5851\u9020\u4e86\u6e38\u620f\u4e2d\u975e\u73a9\u5bb6\u89d2\u8272\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u4f20\u7edf\u65b9\u6cd5\u4ec5\u4f9d\u8d56\u5f3a\u5316\u5b66\u4e60\u6216\u6a21\u4eff\u5b66\u4e60\uff0c\u5bfc\u81f4\u5b66\u4e60\u901f\u5ea6\u7f13\u6162\u4e14\u7075\u6d3b\u6027\u4e0d\u8db3\u3002\u6df7\u5408\u5b66\u4e60\u901a\u8fc7\u5148\u8fdb\u795e\u7ecf\u7f51\u7edc\u7ed3\u5408\u4e24\u79cd\u65b9\u6cd5\uff0c\u8ba9\u89d2\u8272\u5b66\u4e60\u66f4\u5feb\u3001\u80fd\u5b9e\u65f6\u9002\u5e94\u53d8\u5316\u3002\u4e0b\u8868\u5bf9\u6bd4\u4e86\u8fd9\u4e9b\u65b9\u6cd5\u7684\u5dee\u5f02\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u65b9\u9762<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4f20\u7edf\u65b9\u6cd5\uff08\u4ec5\u5f3a\u5316\u5b66\u4e60\u6216\u6a21\u4eff\u5b66\u4e60\uff09<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u91c7\u7528\u6df7\u5408\u5b66\u4e60\u7684AI\u8bad\u7ec3\u96c6\u7fa4<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b66\u4e60\u8303\u5f0f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4ec5\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6216\u6a21\u4eff\u5b66\u4e60<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u901a\u8fc7\u5148\u8fdb\u795e\u7ecf\u7f51\u7edc\u7ed3\u5408\u4e24\u79cd\u65b9\u6cd5<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u521d\u59cb\u5b66\u4e60\u901f\u5ea6<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7f13\u6162\u6216\u6709\u9650<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u501f\u52a9\u5148\u9a8c\u77e5\u8bc6\u548c\u884c\u4e3a\u5efa\u6a21\u66f4\u5feb\u5b66\u4e60<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9002\u5e94\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6709\u9650\u6216\u8fdf\u7f13<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b9e\u65f6\u9002\u5e94\uff0c\u884c\u4e3a\u4e30\u5bcc\u590d\u6742<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u52a8\u6001\u73af\u5883\u8868\u73b0<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8f83\u5dee<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u66f4\u4f18\uff0c\u89d2\u8272\u5177\u5907\u81ea\u4e3b\u6027\u548c\u9002\u5e94\u6027<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u77e5\u8bc6\u6574\u5408<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u6cd5\u7075\u6d3b\u9002\u914d<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u7f1d\u8fc1\u79fb\u4e0e\u591a\u6a21\u6001\u5b66\u4e60<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b9e\u9a8c\u9a8c\u8bc1<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5728\u6e38\u620f\u5b9e\u9a8c\u4e2d\u8868\u73b0\u66f4\u4f18\u5f02<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>AI\u8bad\u7ec3\u96c6\u7fa4\u8ba9\u6e38\u620f\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u4f53\u80fd\u591f\u81ea\u4e3b\u89c4\u5212\u3001\u5b66\u4e60\u548c\u884c\u52a8\u3002\u8fd9\u4e9b\u7cfb\u7edf\u52a9\u529b\u6253\u9020\u80fd\u968f\u73a9\u5bb6\u884c\u4e3a\u53d8\u5316\u7684\u771f\u5b9e\u89d2\u8272\uff0c\u673a\u5668\u5b66\u4e60\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u8ba9\u6e38\u620f\u89d2\u8272\u66f4\u667a\u80fd\uff0c\u6e38\u620f\u4f53\u9a8c\u66f4\u4e30\u5bcc\u3002<\/p>\n<h2>\u7f8e\u56fd\u670d\u52a1\u5668\u7684\u4f18\u52bf<\/h2>\n<h3>\u6027\u80fd\u4e0e\u5ef6\u8fdf<\/h3>\n<p>\u7f8e\u56fd\u670d\u52a1\u5668\u57fa\u7840\u8bbe\u65bd\u4e3a\u6e38\u620fAI\u8bad\u7ec3\u96c6\u7fa4\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002\u8fd9\u4e9b\u670d\u52a1\u5668\u8fd0\u7b97\u901f\u5ea6\u5feb\u3001\u5ef6\u8fdf\u4f4e\uff0c\u5bf9\u5b9e\u65f6AI\u9a71\u52a8\u7684NPC\u800c\u8a00\u81f3\u5173\u91cd\u8981\u3002\u670d\u52a1\u5668\u9760\u8fd1\u73a9\u5bb6\u53ef\u964d\u4f4e\u5ef6\u8fdf\uff0c\u8ba9\u6e38\u620f\u66f4\u6d41\u7545\u3001\u89d2\u8272\u54cd\u5e94\u66f4\u8fc5\u901f\u3002\u5317\u7f8e\u8fb9\u7f18\u8282\u70b9\u7684\u72ec\u7acb\u670d\u52a1\u5668\u7701\u53bb\u865a\u62df\u5316\u6b65\u9aa4\uff0c\u8ba9AI\u6a21\u578b\u76f4\u63a5\u8c03\u7528\u786c\u4ef6\u8d44\u6e90\uff0c\u63d0\u5347\u6e38\u620f\u6027\u80fd\u3002<\/p>\n<p>\u6e38\u620f\u91c7\u7528\u7f8e\u56fd\u670d\u52a1\u5668\u96c6\u7fa4\u540e\uff0c\u73a9\u5bb6\u80fd\u660e\u663e\u611f\u53d7\u5230\u53d8\u5316\u3002\u4f4e\u5ef6\u8fdf\u6539\u5584\u4e86\u547d\u4e2d\u5224\u5b9a\u3001\u6e38\u620f\u72b6\u6001\u8ffd\u8e2a\u4ee5\u53caAI\u9a71\u52a8\u7684NPC\u52a8\u4f5c\u8868\u73b0\u3002\u7a33\u5b9a\u7684\u5e27\u7387\u548c\u66f4\u5c11\u7684\u5361\u987f\u63d0\u5347\u73a9\u5bb6\u7559\u5b58\u7387\u3002\u4e00\u5bb6\u6b27\u6d32AAA\u7ea7\u6e38\u620f\u5de5\u4f5c\u5ba4\u5207\u6362\u5230\u72ec\u7acb\u7f8e\u56fd\u670d\u52a1\u5668\u96c6\u7fa4\u540e\uff0c\u5ef6\u8fdf\u964d\u4f4e38%\uff0c\u5373\u4fbf\u73a9\u5bb6\u6570\u91cf\u4f17\u591a\uff0c\u5e27\u7387\u4ecd\u7a33\u5b9a\u572860Hz\uff0c\u5e73\u5747\u6e38\u620f\u65f6\u957f\u589e\u52a027%\uff0c\u9ad8\u5cf0\u671f\u73a9\u5bb6\u6d41\u5931\u7387\u4e0b\u964d18%\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\u7f8e\u56fd\u670d\u52a1\u5668\u6027\u80fd\u5bf9\u6e38\u620f\u4f53\u9a8c\u548c\u73a9\u5bb6\u7559\u5b58\u7684\u91cd\u8981\u6027\u3002<\/p>\n<p>\u4e0b\u8868\u5c55\u793a\u4e86\u7f8e\u56fd\u670d\u52a1\u5668\u4e0aAI\u8bad\u7ec3\u96c6\u7fa4\u7684\u6027\u80fd\u8868\u73b0\uff0c\u5217\u51fa\u4e86\u5b9e\u65f6\u6e38\u620fNPC\u7684\u5ef6\u8fdf\u3001\u541e\u5410\u91cf\u7b49\u6570\u636e\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 100px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u7528\u4f8b\/\u5ba2\u6237<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u5ef6\u8fdf\u6307\u6807<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u541e\u5410\u91cf\u6307\u6807<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8865\u5145\u8bf4\u660e<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Cartesia\uff08\u6587\u672c\u8f6c\u8bed\u97f3\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6a21\u578b\u5ef6\u8fdf135\u6beb\u79d2\uff0c\u7aef\u5230\u7aef\u5ef6\u8fdf\uff1c200\u6beb\u79d2<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u6570\u636e<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6700\u5feb\u5b9e\u65f6\u63a8\u7406\uff0c\u6210\u672c\u964d\u4f4e\uff0c\u5feb\u901f\u4e0a\u7ebf<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Arcee AI<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5ef6\u8fdf\u964d\u4f4e\u9ad8\u8fbe95%<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>32\u4e2a\u5e76\u53d1\u8bf7\u6c42\u4e0b\u541e\u5410\u91cf\u8fbe41+\u67e5\u8be2\/\u79d2<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8fc1\u79fb\u7b80\u5355\uff0cAPI\u6258\u7ba1\uff0c\u65e0\u505c\u673a\u65f6\u95f4<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Wordware\uff08AI\u9a71\u52a8NPC\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u6570\u636e<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u6570\u636e\uff08\u805a\u7126\u6210\u672c\u4e0e\u96c6\u6210\u901f\u5ea6\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6210\u672c\u964d\u4f4e16\u500d\uff0c\u6a21\u578b\u96c6\u6210\u4ec5\u97003-4\u5c0f\u65f6\uff0c\u9ad8\u541e\u5410\u91cf<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Upstage AI\uff08Solar\u6a21\u578b\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u6570\u636e<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>45\u4ee4\u724c\/\u79d2\uff0c280\u4e07\u4ee4\u724c\/\u5c0f\u65f6<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u652f\u6301\u5927\u4ee4\u724c\u91cf\u6269\u5c55\uff0c\u6027\u80fd\u5f3a\u52b2<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>Latitude.io<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4f4e\u5ef6\u8fdf\uff08\u672a\u6307\u5b9a\u5177\u4f53\u6beb\u79d2\u6570\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6bcf\u65e5\u4ee4\u724c\u91cf\u589e\u52a08\u500d\uff0c\u7528\u6237\u65e5\u5747\u8bf7\u6c42\u91cf\u7ffb\u500d<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6a21\u578b\u8d28\u91cf\u63d0\u5347\uff0c\u4e0a\u4e0b\u6587\u66f4\u957f\uff0cGPU\u7ba1\u7406\u65f6\u95f4\u51cf\u5c1180%<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4ee5\u4e0b\u56e0\u7d20\u52a9\u529b\u6e38\u620f\u5728\u7f8e\u570b\u670d\u52a1\u5668\u96c6\u7fa4\u4e0a\u9ad8\u6548\u8fd0\u884c\uff1a<\/p>\n<ol>\n<li>\n<p>\u670d\u52a1\u5668\u9760\u8fd1\u73a9\u5bb6\u53ef\u964d\u4f4e\u5ef6\u8fdf\uff0c\u63d0\u5347\u6e38\u620f\u901f\u5ea6\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fb9\u7f18\u8282\u70b9\u7684\u72ec\u7acb\u670d\u52a1\u5668\u63d0\u4f9b\u76f4\u63a5\u786c\u4ef6\u8bbf\u95ee\u6743\u9650\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f4e\u5ef6\u8fdf\u6539\u5584AI\u9a71\u52a8\u7684NPC\u8868\u73b0\u548c\u6e38\u620f\u8ffd\u8e2a\u6548\u679c\u3002<\/p>\n<\/li>\n<li>\n<p>\u7a33\u5b9a\u7684\u5e27\u7387\u548c\u66f4\u5c11\u7684\u5361\u987f\u5ef6\u957f\u73a9\u5bb6\u6e38\u620f\u65f6\u957f\u3002<\/p>\n<\/li>\n<li>\n<p>\u91c7\u7528\u7f8e\u56fd\u670d\u52a1\u5668\u96c6\u7fa4\u80fd\u663e\u8457\u63d0\u5347\u6e38\u620f\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ol>\n<blockquote>\n<p>\u63d0\u793a\uff1a\u9009\u62e9\u7f8e\u56fd\u670d\u52a1\u5668\u96c6\u7fa4\u8fdb\u884cAI\u8bad\u7ec3\u7684\u5f00\u53d1\u8005\u80fd\u83b7\u5f97\u66f4\u5feb\u901f\u5ea6\u3001\u66f4\u4f4e\u5ef6\u8fdf\u548c\u66f4\u9ad8\u7684\u73a9\u5bb6\u6ee1\u610f\u5ea6\u3002<\/p>\n<\/blockquote>\n<h3>\u5408\u89c4\u6027\u4e0e\u5b89\u5168\u6027<\/h3>\n<p>\u5728\u7f8e\u56fd\u670d\u52a1\u5668\u4e0a\u8fd0\u884cAI\u8bad\u7ec3\u96c6\u7fa4\u9700\u9075\u5b88\u4e25\u683c\u6cd5\u89c4\uff0c\u8fd9\u4e9b\u6cd5\u89c4\u4fdd\u62a4\u6570\u636e\u9690\u79c1\u5e76\u786e\u4fdd\u6e38\u620f\u4e2dAI\u7684\u5b89\u5168\u6027\u3002\u52a0\u5ddeSB 1047\u6cd5\u6848\u89c4\u5b9a\u4e86\u5ba1\u8ba1\u548c\u62a5\u544a\u89c4\u5219\uff0c\u4f01\u4e1a\u5fc5\u987b\u5f00\u5c55\u7b2c\u4e09\u65b9\u5ba1\u8ba1\uff0c\u5e76\u572872\u5c0f\u65f6\u5185\u62a5\u544a\u95ee\u9898\uff0c\u8fd0\u8425\u5546\u9700\u6838\u9a8c\u5883\u5916\u7528\u6237\u8eab\u4efd\uff0c\u8fd9\u4e9b\u63aa\u65bd\u53ef\u9632\u8303\u6e38\u620f\u4e2d\u7684\u6076\u610f\u7f51\u7edc\u884c\u4e3a\u3002<\/p>\n<p>\u8054\u90a6\u6cd5\u89c4\u5982FedRAMP\u5bf9\u4e91\u5b89\u5168\u8fdb\u884c\u5ba1\u6838\u5e76\u76d1\u63a7\u95ee\u9898\uff0c\u5e26\u6709AI\u6269\u5c55\u7684NIST\u5b89\u5168\u63a7\u5236\u63aa\u65bd\u53ef\u5e94\u5bf9\u6e38\u620f\u4e2d\u7684\u5b89\u5168\u6027\u548c\u504f\u89c1\u7b49\u98ce\u9669\u3002\u8054\u90a6\u6307\u4ee4\u8981\u6c42\u4f01\u4e1a\u62a5\u544a\u5927\u578bAI\u6a21\u578b\u7684\u6d3b\u52a8\u3001\u6240\u6709\u6743\u548c\u5b89\u5168\u6d4b\u8bd5\u60c5\u51b5\uff0c\u5927\u578bAI\u96c6\u7fa4\u9700\u4e0a\u62a5\u4f4d\u7f6e\u548c\u80fd\u8017\u4fe1\u606f\uff0c\u5546\u52a1\u90e8\u957f\u8d1f\u8d23\u5236\u5b9a\u62a5\u544a\u89c4\u5219\u3002<\/p>\n<p>\u7f8e\u56fd\u9690\u79c1\u6cd5\u5f71\u54cdAI\u96c6\u7fa4\u5728\u6e38\u620f\u4e2d\u7684\u8fd0\u884c\u65b9\u5f0f\uff0c\u8fd0\u8425\u5546\u5fc5\u987b\u6536\u96c6\u5ba2\u6237\u8eab\u4efd\u548c\u4e1a\u52a1\u7528\u9014\u4fe1\u606f\uff0c\u6838\u67e5AI\u4f7f\u7528\u65b9\u5f0f\u5e76\u4fdd\u7559\u65e5\u5fd7\u4e03\u5e74\uff0c\u9700\u914d\u5907\u6e38\u620f\u5b89\u5168\u505c\u673a\u5de5\u5177\u3002\u8fdd\u89c4\u9996\u6b21\u5904\u7f5a\u53ef\u8fbe\u8ba1\u7b97\u80fd\u529b\u768410%\uff0c\u518d\u6b21\u8fdd\u89c4\u5219\u8fbe30%\u3002\u5404\u5dde\u6cd5\u89c4\u5b58\u5728\u5dee\u5f02\uff0c\u6e38\u620f\u5f00\u53d1\u8005\u5fc5\u987b\u5bc6\u5207\u5173\u6ce8\u53d8\u5316\u3002<\/p>\n<p>\u7f8e\u56fd\u670d\u52a1\u5668\u4e0aAI\u96c6\u7fa4\u7684\u91cd\u8981\u5408\u89c4\u4e0e\u5b89\u5168\u63aa\u65bd\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u9075\u5b88\u5dde\u548c\u8054\u90a6\u7684\u5ba1\u8ba1\u4e0e\u62a5\u544a\u89c4\u5219\u3002<\/p>\n<\/li>\n<li>\n<p>\u5141\u8bb8\u5883\u5916\u7528\u6237\u4f7f\u7528\u96c6\u7fa4\u524d\u6838\u9a8c\u5176\u8eab\u4efd\u3002<\/p>\n<\/li>\n<li>\n<p>\u91c7\u7528FedRAMP\u548cNIST\u6807\u51c6\u8fdb\u884c\u5b89\u5168\u68c0\u67e5\u4e0e\u76d1\u63a7\u3002<\/p>\n<\/li>\n<li>\n<p>\u4e0a\u62a5AI\u5b89\u5168\u95ee\u9898\u548c\u76f8\u5173\u6d3b\u52a8\u3002<\/p>\n<\/li>\n<li>\n<p>\u4fdd\u62a4\u5ba2\u6237\u6570\u636e\u5e76\u7559\u5b58\u8bbf\u95ee\u65e5\u5fd7\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fdd\u89c4\u5c06\u9762\u4e34\u5904\u7f5a\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e0b\u8868\u8bf4\u660e\u52a0\u5ddeSB 1047\u6cd5\u6848\u5bf9\u6e38\u620fAI\u96c6\u7fa4\u7684\u5f71\u54cd\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>SB 1047\u6cd5\u6848\u5f71\u54cdAI\u8bad\u7ec3\u96c6\u7fa4\u7684\u65b9\u9762<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u5bf9\u6e38\u620f\u5f00\u53d1AI\u96c6\u7fa4\u7684\u63cf\u8ff0\u4e0e\u5f71\u54cd<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8986\u76d6\u6a21\u578b\u5b9a\u4e49<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8bad\u7ec3\u8ba1\u7b97\u91cf\uff1e10^26\u8fd0\u7b97\u4e14\u6210\u672c\uff1e1\u4ebf\u7f8e\u5143\u7684\u6a21\u578b\uff0c\u6216\u5fae\u8c03\u8ba1\u7b97\u91cf\uff1e3\u00d710^25\u8fd0\u7b97\u4e14\u6210\u672c\uff1e1000\u4e07\u7f8e\u5143\u7684\u6a21\u578b\u3002\u7b26\u5408\u8fd9\u4e9b\u9608\u503c\u7684\u6e38\u620f\u5f00\u53d1AI\u96c6\u7fa4\u9700\u9075\u5b88\u8be5\u6cd5\u6848\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8bad\u7ec3\u524d\u62ab\u9732<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5f00\u53d1\u8005\u5fc5\u987b\u5728\u8bad\u7ec3\u5f00\u59cb\u524d\u516c\u5f00\u62ab\u9732\u5173\u952e\u5371\u5bb3\u548c\u505c\u673a\u6761\u4ef6\u7684\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u63d0\u9ad8\u900f\u660e\u5ea6\u548c\u8fd0\u8425\u76d1\u7763\u529b\u5ea6\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5ba1\u8ba1\u8981\u6c42<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5fc5\u987b\u8fdb\u884c\u5e74\u5ea6\u72ec\u7acb\u7b2c\u4e09\u65b9\u5ba1\u8ba1\uff0c\u62a5\u544a\u4fdd\u7559\u671f\u9650\u4e3a\u6a21\u578b\u751f\u547d\u5468\u671f\u52a0\u4e94\u5e74\uff0c\u786e\u4fdd\u6301\u7eed\u5408\u89c4\u548c\u5b89\u5168\u76d1\u63a7\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8ba4\u8bc1\u4e0e\u62a5\u544a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8981\u6c42\u9ad8\u7ea7\u7ba1\u7406\u4eba\u5458\u63d0\u4ea4\u5e74\u5ea6\u5408\u89c4\u58f0\u660e\uff0c\u516c\u5e03\u5b89\u5168\u534f\u8bae\uff0c\u5e76\u572872\u5c0f\u65f6\u5185\u62a5\u544aAI\u5b89\u5168\u4e8b\u4ef6\uff0c\u5f3a\u5316\u6cbb\u7406\u548c\u95ee\u8d23\u5236\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8ba1\u7b97\u96c6\u7fa4\u8fd0\u8425\u5546\u4e49\u52a1<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8fd0\u8425\u5546\u5fc5\u987b\u6536\u96c6\u5ba2\u6237\u8eab\u4efd\u548c\u4e1a\u52a1\u7528\u9014\u4fe1\u606f\uff0c\u8bc4\u4f30\u8986\u76d6\u6a21\u578b\u7684\u9884\u671f\u7528\u9014\uff0c\u9a8c\u8bc1\u91cd\u590d\u4f7f\u7528\u60c5\u51b5\uff0c\u4fdd\u7559\u4e03\u5e74\u8bbf\u95ee\u65e5\u5fd7\uff0c\u5e76\u5177\u5907\u505c\u673a\u80fd\u529b\u3002\u8fd9\u4e9b\u89c4\u5b9a\u76f4\u63a5\u5bf9\u96c6\u7fa4\u7ba1\u7406\u63d0\u51fa\u6570\u636e\u6536\u96c6\u3001\u7559\u5b58\u548c\u8fd0\u8425\u63a7\u5236\u8981\u6c42\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6570\u636e\u9690\u79c1\u4ea4\u53c9\u70b9<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5ba2\u6237\u4fe1\u606f\u548c\u8bbf\u95ee\u65e5\u5fd7\u7684\u6536\u96c6\u4e0e\u6570\u636e\u9690\u79c1\u6cd5\u76f8\u5173\uff0c\u9700\u5728\u96c6\u7fa4\u8fd0\u8425\u4e2d\u8c28\u614e\u5904\u7406\u4e2a\u4eba\u6570\u636e\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8fdd\u89c4\u5904\u7f5a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9996\u6b21\u8fdd\u89c4\u6700\u9ad8\u5904\u7f5a\u8ba1\u7b97\u80fd\u529b\u6210\u672c\u768410%\uff0c\u540e\u7eed\u8fdd\u89c4\u8fbe30%\uff0c\u5f62\u6210\u5f3a\u5927\u7684\u5408\u89c4\u6fc0\u52b1\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u76d1\u7ba1\u73af\u5883<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>SB 1047\u6cd5\u6848\u7684\u5426\u51b3\u53ca\u5404\u5ddeAI\u6cd5\u5f8b\u5dee\u5f02\u5f62\u6210\u5206\u6563\u7684\u76d1\u7ba1\u683c\u5c40\uff0c\u6e38\u620f\u5f00\u53d1\u8005\u9700\u5bc6\u5207\u5173\u6ce8\u4e0d\u65ad\u53d8\u5316\u7684\u8981\u6c42\u3002<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<blockquote>\n<p>\u6ce8\uff1a\u4f7f\u7528\u7f8e\u56fd\u670d\u52a1\u5668\u96c6\u7fa4\u8fdb\u884cAI\u8bad\u7ec3\u7684\u6e38\u620f\u5f00\u53d1\u8005\u5e94\u53ca\u65f6\u4e86\u89e3\u5408\u89c4\u548c\u5b89\u5168\u89c4\u5219\uff0c\u4ee5\u4fdd\u62a4\u73a9\u5bb6\u6570\u636e\u5e76\u786e\u4fddAI\u5728\u6e38\u620f\u4e2d\u7684\u6b63\u786e\u4f7f\u7528\u3002<\/p>\n<\/blockquote>\n<h2>NPC\u884c\u4e3a\u5f71\u54cd<\/h2>\n<h3>\u771f\u5b9e\u611f\u4e0e\u9002\u5e94\u6027<\/h3>\n<p>\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u96c6\u7fa4\u6539\u53d8\u4e86\u6e38\u620f\u89d2\u8272\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u8fd9\u4e9b\u96c6\u7fa4\u52a9\u529b\u667a\u80fd\u4f53\u4ece\u6d77\u91cf\u73a9\u5bb6\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u4f7f\u5176\u52a8\u4f5c\u66f4\u771f\u5b9e\u3001\u66f4\u7075\u6d3b\u3002\u8fd1\u671f\u7814\u7a76\u8868\u660e\u6df7\u5408\u667a\u80fd\u7cfb\u7edf\u8868\u73b0\u66f4\u4f18\uff0c\u5728\u6a21\u4eff\u73a9\u5bb6\u52a8\u4f5c\u65b9\u9762\u51c6\u786e\u7387\u8fbe95%\uff0c\u800c\u4f20\u7edf\u65b9\u6cd5\u4ec5\u4e3a87%\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u6d4b\u8bd5\u548c\u76f8\u4f3c\u5ea6\u68c0\u67e5\u8bc4\u4f30\u667a\u80fd\u4f53\u7684\u53ef\u4fe1\u5ea6\uff0c\u7ed3\u679c\u663e\u793aAI\u8bad\u7ec3\u96c6\u7fa4\u5e2e\u52a9\u975e\u73a9\u5bb6\u89d2\u8272\u8868\u73b0\u5f97\u66f4\u8d34\u8fd1\u771f\u4eba\u3002<\/p>\n<p>\u6e38\u620f\u5f00\u53d1\u8005\u5229\u7528\u8fd9\u4e9b\u96c6\u7fa4\u6253\u9020\u667a\u80fd\u6e38\u620f\u89d2\u8272\uff0c\u5b83\u4eec\u80fd\u5728\u6e38\u620f\u8fc7\u7a0b\u4e2d\u81ea\u4e3b\u89c4\u5212\u3001\u5b66\u4e60\u548c\u8c03\u6574\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u4f53\u53ef\u89c2\u5bdf\u73a9\u5bb6\u884c\u4e3a\u5e76\u8c03\u6574\u7b56\u7565\uff0c\u4fdd\u6301\u6e38\u620f\u7684\u8da3\u5473\u6027\u548c\u6311\u6218\u6027\u3002\u4e0b\u8868\u5c55\u793aAI\u5982\u4f55\u52a9\u529b\u6e38\u620f\u54cd\u5e94\u73a9\u5bb6\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u7528\u4f8b<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u63cf\u8ff0<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u52a8\u6001\u96be\u5ea6\u8c03\u6574<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u6a21\u578b\u76d1\u6d4b\u73a9\u5bb6\u6280\u80fd\u6c34\u5e73\u5e76\u8c03\u6574\u6e38\u620f\u96be\u5ea6\uff0c\u4fdd\u6301\u6e38\u620f\u7684\u516c\u5e73\u6027\u548c\u8da3\u5473\u6027\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u9a71\u52a8\u4f19\u4f34<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u961f\u53cb\u501f\u52a9\u667a\u80fd\u5de5\u5177\u54cd\u5e94\u73a9\u5bb6\u52a8\u4f5c\u548c\u5468\u56f4\u73af\u5883\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b9e\u65f6\u6570\u636e\u5904\u7406<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6e38\u620f\u5f15\u64ce\u8ba9\u667a\u80fd\u89d2\u8272\u5373\u65f6\u611f\u77e5\u73a9\u5bb6\u884c\u4e3a\u548c\u6e38\u620f\u53d8\u5316\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u793a\u4f8b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u9a71\u52a8\u7684NPC\u5229\u7528\u58f0\u97f3\u548c\u6e38\u620f\u4fe1\u606f\u5b9e\u65f6\u534f\u52a9\u73a9\u5bb6\uff0c\u5c55\u73b0\u5feb\u901f\u4ea4\u4e92\u80fd\u529b\u3002<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u667a\u80fd\u6e38\u620f\u89d2\u8272\u5982\u4eca\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837\u505a\u51fa\u9009\u62e9\uff0c\u5b83\u4eec\u53ef\u611f\u77e5\u73a9\u5bb6\u60c5\u7eea\u5e76\u505a\u51fa\u6070\u5f53\u53cd\u5e94\uff0c\u540c\u65f6\u4fdd\u6301\u81ea\u8eab\u6027\u683c\u4e00\u81f4\u6027\u3002\u8fd9\u4e9b\u53d8\u5316\u8ba9\u6e38\u620f\u4e16\u754c\u5145\u6ee1\u6d3b\u529b\uff0c\u6bcf\u6b21\u6e38\u73a9\u90fd\u6709\u65b0\u9c9c\u611f\u3002\u73a9\u5bb6\u80fd\u611f\u53d7\u5230\u667a\u80fd\u4f53\u7684\u5feb\u901f\u54cd\u5e94\uff0c\u4f7f\u6e38\u620f\u4f53\u9a8c\u66f4\u771f\u5b9e\u3001\u66f4\u523a\u6fc0\u3002<\/p>\n<blockquote>\n<p>\u6ce8\uff1aAI\u9a71\u52a8\u7684NPC\u5229\u7528\u5b9e\u65f6\u6570\u636e\u548c\u667a\u80fd\u5b66\u4e60\u5339\u914d\u6bcf\u4f4d\u73a9\u5bb6\u7684\u98ce\u683c\uff0c\u63d0\u5347\u6e38\u620f\u8da3\u5473\u6027\u5e76\u5ef6\u957f\u73a9\u5bb6\u7559\u5b58\u65f6\u95f4\u3002<\/p>\n<\/blockquote>\n<h3>\u751f\u6210\u5f0fAI\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/h3>\n<p>\u751f\u6210\u5f0fAI\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e3a\u6e38\u620f\u89d2\u8272\u8d4b\u4e88\u65b0\u80fd\u529b\u3002\u8fd9\u4e9b\u5de5\u5177\u8ba9\u667a\u80fd\u4f53\u5b9e\u73b0\u65e0\u811a\u672c\u5bf9\u8bdd\u3001\u5236\u5b9a\u590d\u6742\u7b56\u7565\u5e76\u4e3a\u6bcf\u4f4d\u73a9\u5bb6\u751f\u6210\u72ec\u7279\u5267\u60c5\u3002\u5f00\u53d1\u8005\u5229\u7528\u751f\u6210\u5f0fAI\u8d4b\u4e88\u89d2\u8272\u591a\u53d8\u7684\u6027\u683c\u548c\u5bf9\u8fc7\u5f80\u4e8b\u4ef6\u7684\u8bb0\u5fc6\u3002<\/p>\n<p>\u8fd1\u671f\u6539\u8fdb\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u751f\u6210\u5f0fAI\u548c\u5b9a\u5236\u5927\u578b\u8bed\u8a00\u6a21\u578b\u52a9\u529b\u6253\u9020\u5177\u6709\u591a\u53d8\u6027\u683c\u7684\u667a\u80fd\u6e38\u620f\u89d2\u8272\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bed\u97f3\u548c\u6587\u672c\u5de5\u5177\u652f\u6301\u73a9\u5bb6\u4e0e\u6e38\u620f\u89d2\u8272\u5b9e\u65f6\u5bf9\u8bdd\u3002<\/p>\n<\/li>\n<li>\n<p>\u9762\u90e8\u52a8\u753b\u5de5\u5177\u8ba9\u89d2\u8272\u9762\u90e8\u968f\u58f0\u97f3\u52a8\u8d77\u6765\uff0c\u4f7f\u5bf9\u8bdd\u66f4\u903c\u771f\u3002<\/p>\n<\/li>\n<li>\n<p>\u884c\u4e3a\u6a21\u4eff\u3001\u4eba\u7c7b\u5b66\u4e60\u7b49\u6a21\u578b\u5bf9\u9f50\u65b9\u6cd5\u5e2e\u52a9\u89d2\u8272\u6309\u73a9\u5bb6\u671f\u671b\u884c\u52a8\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b89\u5168\u548c\u4e3b\u9898\u89c4\u5219\u786e\u4fdd\u6e38\u620f\u89d2\u8272\u5728\u5404\u79cd\u573a\u666f\u4e2d\u884c\u4e3a\u5f97\u5f53\u3002<\/p>\n<\/li>\n<li>\n<p>\u7075\u6d3b\u67b6\u6784\u652f\u6301\u6e38\u620f\u5728\u4e91\u7aef\u6216\u672c\u5730\u670d\u52a1\u5668\u90e8\u7f72\u5b9e\u65f6AI\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e0b\u8868\u5c55\u793a\u8fd9\u4e9b\u65b0\u5de5\u5177\u5bf9NPC\u5f00\u53d1\u7684\u52a9\u529b\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u8fdb\u5c55\/\u9879\u76ee<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u63cf\u8ff0<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u5bf9NPC\u5f00\u53d1\u7684\u5f71\u54cd<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u884c\u4e3a\u6811\u4e0e\u6548\u7528AI<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7528\u4e8e\u7b80\u5355\u3001\u660e\u786e\u9009\u62e9\u7684\u4f20\u7edfAI\u5de5\u5177<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u63d0\u4f9b\u6613\u9075\u5faa\u7684\u903b\u8f91\u4f46\u7075\u6d3b\u6027\u6709\u9650<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u60c5\u611f\u5efa\u6a21<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8ba9\u89d2\u8272\u5728\u8bed\u8a00\u548c\u52a8\u4f5c\u4e2d\u5c55\u73b0\u60c5\u611f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u589e\u6dfb\u60c5\u611f\u5143\u7d20\uff0c\u4f7f\u89d2\u8272\u66f4\u771f\u5b9e<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u652f\u6301\u89d2\u8272\u65e0\u811a\u672c\u5bf9\u8bdd\u548c\u8bb0\u5fc6\u529f\u80fd<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u52a9\u529b\u89d2\u8272\u667a\u80fd\u5e94\u7b54\u5e76\u8bb0\u4f4f\u73a9\u5bb6\u884c\u4e3a<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u8f85\u52a9\u5bf9\u8bdd\u5de5\u5177<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u5de5\u5177\u52a0\u901f\u65b0\u5bf9\u8bdd\u751f\u6210<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e30\u5bcc\u5bf9\u8bdd\u7c7b\u578b\uff0c\u7a81\u51fa\u89d2\u8272\u4e2a\u6027<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u539f\u578bNPC<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u878d\u5408LLMs\u3001\u9762\u90e8\u52a8\u753b\u548c\u8bed\u97f3\u5de5\u5177\u5b9e\u73b0\u5b9e\u65f6\u5bf9\u8bdd<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5448\u73b0\u7b26\u5408\u89d2\u8272\u8bbe\u5b9a\u7684\u5b9e\u65f6\u65e0\u811a\u672c\u5bf9\u8bdd<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5e2e\u52a9\u89d2\u8272\u4ece\u4eba\u7c7b\u504f\u597d\u4e2d\u5b66\u4e60<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4f7f\u89d2\u8272\u9002\u5e94\u53d8\u5316\uff0c\u5bf9\u8bdd\u66f4\u5b89\u5168<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u7f8e\u56fd\u670d\u52a1\u5668\u4e0a\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8ba9\u6e38\u620f\u89d2\u8272\u66f4\u5177\u8da3\u5473\u6027\u3002\u8fd9\u4e9b\u6a21\u578b\u8ba9\u89d2\u8272\u8868\u73b0\u5f97\u66f4\u50cf\u4eba\u7c7b\uff0c\u5b9e\u73b0\u771f\u5b9e\u5bf9\u8bdd\uff0c\u5e2e\u52a9\u667a\u80fd\u4f53\u7406\u89e3\u73a9\u5bb6\u884c\u4e3a\u5e76\u5feb\u901f\u56de\u5e94\u3002\u901a\u8fc7\u773c\u52a8\u8ffd\u8e2a\u3001\u624b\u52bf\u8bc6\u522b\u548c\u7a7a\u95f4\u611f\u77e5\u7b49\u6280\u672f\uff0cLLM\u9a71\u52a8\u7684\u89d2\u8272\u80fd\u4f7f\u8bed\u8a00\u8868\u8fbe\u8d34\u5408\u73a9\u5bb6\u6240\u5904\u573a\u666f\u3002\u7f8e\u56fd\u670d\u52a1\u5668\u627f\u62c5\u590d\u6742\u8fd0\u7b97\uff0c\u786e\u4fdd\u672c\u5730\u8bbe\u5907\u6d41\u7545\u8fd0\u884c\uff0c\u5373\u4fbf\u5728\u5927\u578b\u6e38\u620f\u4e16\u754c\u4e2d\u4e5f\u80fd\u5b9e\u73b0\u771f\u5b9e\u6d41\u7545\u7684\u5bf9\u8bdd\u3002<\/p>\n<p>\u73a9\u5bb6\u53ef\u81ea\u7136\u5730\u4e0e\u6e38\u620f\u89d2\u8272\u4ea4\u6d41\uff0c\u8fd9\u4e9b\u89d2\u8272\u80fd\u751f\u6210\u7b26\u5408\u5f53\u4e0b\u60c5\u5883\u7684AI\u5e94\u7b54\uff0c\u8bb0\u4f4f\u8fc7\u5f80\u4e8b\u4ef6\u5e76\u968f\u6e38\u620f\u8fdb\u7a0b\u53d8\u5316\u3002\u4ece\u811a\u672c\u5316\u89d2\u8272\u5230\u667a\u80fd\u3001\u6301\u7eed\u8fdb\u5316\u7684\u667a\u80fd\u4f53\uff0c\u8fd9\u4e00\u8f6c\u53d8\u8ba9\u6bcf\u6b21\u6e38\u620f\u4f53\u9a8c\u90fd\u65b0\u9896\u4e14\u4e2a\u6027\u5316\u3002<\/p>\n<blockquote>\n<p>\u63d0\u793a\uff1a\u4f7f\u7528\u751f\u6210\u5f0fAI\u548cLLMs\u7684\u5f00\u53d1\u8005\u80fd\u6253\u9020\u5bf9\u8bdd\u66f4\u667a\u80fd\u3001\u66f4\u771f\u5b9e\u7684\u6e38\u620f\u89d2\u8272\uff0c\u63d0\u5347\u73a9\u5bb6\u6ee1\u610f\u5ea6\u5e76\u521b\u9020\u66f4\u4f18\u8d28\u7684\u6e38\u620f\u8bb0\u5fc6\u3002<\/p>\n<\/blockquote>\n<h2>\u6e38\u620f\u5f00\u53d1\u4f18\u52bf<\/h2>\n<h3>\u53ef\u6269\u5c55\u6027\u4e0e\u4e91\u652f\u6301<\/h3>\n<p>\u6e38\u620f\u56e2\u961f\u7684\u5de5\u4f5c\u91cf\u5f80\u5f80\u7e41\u91cd\u4e14\u53d8\u5316\u8fc5\u901f\u3002\u7f8e\u56fd\u4e91\u7cfb\u7edf\u8ba9\u4ed6\u4eec\u80fd\u6309\u9700\u589e\u51cf\u8d44\u6e90\uff0c\u8f7b\u677e\u5e94\u5bf9\u8bad\u7ec3\u8fc7\u7a0b\u4e2dAI\u6a21\u578b\u548c\u6570\u636e\u96c6\u589e\u957f\u7684\u9700\u6c42\u3002\u5f00\u53d1\u8005\u53ef\u5728CPU\u4efb\u52a1\u548cGPU\u5b66\u4e60\u4e4b\u95f4\u65e0\u7f1d\u5207\u6362\uff0c\u65e0\u9700\u4e2d\u65ad\u5de5\u4f5c\u3002\u4e91\u5e73\u53f0\u80fd\u81ea\u52a8\u8c03\u6574\u8d44\u6e90\u4ee5\u9002\u914d\u673a\u5668\u5b66\u4e60\u9700\u6c42\uff0c\u65e2\u4fdd\u8bc1\u6e38\u620f\u6d41\u7545\u8fd0\u884c\uff0c\u53c8\u8282\u7701\u6210\u672c\u3002<\/p>\n<p>\u4e0b\u8868\u5c55\u793a\u4e91\u6269\u5c55\u5bf9\u6e38\u620f\u56e2\u961f\u7684\u52a9\u529b\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u53ef\u6269\u5c55\u6027\u65b9\u9762<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u63cf\u8ff0<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u4e0e\u6e38\u620f\u5f00\u53d1\u7684\u76f8\u5173\u6027<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5f39\u6027\u8ba1\u7b97\u8d44\u6e90<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e3aAI\u96c6\u7fa4\u589e\u51cf\u8ba1\u7b97\u80fd\u529b<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5e94\u5bf9\u6e38\u620fAI\u5de5\u4f5c\u7684\u9ad8\u5cf0\u671f<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4f18\u5316\u5b58\u50a8<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9ad8\u901f\u5b58\u50a8\u652f\u6301\u5927\u578b\u6570\u636e\u96c6\u548c\u5feb\u901f\u8bbf\u95ee<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5b58\u50a8\u548c\u83b7\u53d6\u673a\u5668\u5b66\u4e60\u6240\u9700\u6e38\u620f\u6570\u636e<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7f51\u7edc\u4f18\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9ad8\u901f\u8fde\u63a5\u94fe\u63a5\u8ba1\u7b97\u673a\u548cGPU<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u51cf\u5c11\u5b9e\u65f6\u6e38\u620fAI\u7684\u5ef6\u8fdf<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5206\u5e03\u5f0f\u5904\u7406\u6846\u67b6<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u62c6\u5206\u6570\u636e\u4efb\u52a1\u548c\u5b66\u4e60\u4efb\u52a1<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u52a0\u5feb\u6e38\u620fAI\u6a21\u578b\u8bad\u7ec3\u901f\u5ea6<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5bb9\u5668\u5316\u4e0e\u7f16\u6392<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8f7b\u677e\u7ec4\u7ec7\u548c\u6269\u5c55AI\u4efb\u52a1<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u52a9\u529b\u6e38\u620f\u5f00\u53d1\u4e2d\u7684\u5feb\u901f\u66f4\u65b0\u548c\u6d4b\u8bd5<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5168\u7403\u8986\u76d6\u4e0e\u53ef\u7528\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5168\u5929\u4e3a\u5168\u7403\u56e2\u961f\u63d0\u4f9b\u8d44\u6e90\u8bbf\u95ee<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u652f\u6301\u56e2\u961f\u968f\u65f6\u534f\u4f5c\u5f00\u53d1\u6e38\u620f<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4e91\u652f\u6301\u8ba9\u56e2\u961f\u80fd\u5c1d\u8bd5\u65b0\u7684AI\u7406\u5ff5\u548c\u529f\u80fd\uff0c\u5feb\u901f\u6d4b\u8bd5\u667a\u80fd\u6a21\u578b\u5e76\u63a8\u9001\u66f4\u65b0\uff0c\u63d0\u5347\u6e38\u620f\u6027\u80fd\u548c\u8da3\u5473\u6027\u3002<\/p>\n<blockquote>\n<p>\u63d0\u793a\uff1a\u4e91\u6269\u5c55\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6d4b\u8bd5\u65b0\u5185\u5bb9\u5e76\u63a8\u5e7f\u4f18\u8d28\u529f\u80fd\u3002<\/p>\n<\/blockquote>\n<h3>\u4e0eAI\u5de5\u4f5c\u6d41\u7684\u96c6\u6210<\/h3>\n<p>\u73b0\u4ee3\u6e38\u620f\u5236\u4f5c\u9700\u8981AI\u5de5\u4f5c\u6d41\u7684\u987a\u7545\u8854\u63a5\u3002\u4e91\u5e73\u53f0\u652f\u6301\u4ece\u6570\u636e\u6536\u96c6\u5230\u6a21\u578b\u90e8\u7f72\u7684\u5168\u6d41\u7a0b\uff0c\u56e2\u961f\u5229\u7528\u9ad8\u6027\u80fdGPU\u914d\u7f6e\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6e38\u620fAI\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u5feb\u901f\u66f4\u65b0\u5de5\u5177\uff0c\u8ba9AI NPC\u80fd\u8fc5\u901f\u8c03\u6574\u3002<\/p>\n<p>\u4e3b\u8981\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u5feb\u901f\u90e8\u7f72AI\u6a21\u578b\u7528\u4e8e\u5b9e\u65f6\u6e38\u620f\u3002<\/p>\n<\/li>\n<li>\n<p>\u673a\u5668\u5b66\u4e60\u7684\u81ea\u52a8\u68c0\u67e5\u548c\u6210\u672c\u63a7\u5236\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bad\u7ec3\u548c\u90e8\u7f72\u7684\u8f7b\u677e\u6269\u5c55\uff0c\u786e\u4fdd\u6e38\u620f\u6d41\u7545\u3002<\/p>\n<\/li>\n<li>\n<p>\u652f\u6301\u5171\u4eab\u5b66\u4e60\uff0c\u52a0\u901f\u6a21\u578b\u4f18\u5316\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e91AI\u7cfb\u7edf\u8ba9\u5f00\u53d1\u8005\u80fd\u5904\u7406\u6e38\u620f\u903b\u8f91\u548c\u8d1f\u8f7d\u5747\u8861\uff0c\u5373\u4fbf\u5927\u91cf\u73a9\u5bb6\u4e0eNPC\u4ea4\u4e92\uff0c\u6e38\u620f\u4ecd\u80fd\u4fdd\u6301\u6d41\u7545\u3002\u56e2\u961f\u5229\u7528\u4e91\u5de5\u5177\u76d1\u63a7\u6e38\u620f\u8fd0\u884c\u72b6\u6001\uff0c\u6309\u9700\u8c03\u6574\u8d44\u6e90\uff0c\u786e\u4fdd\u6e38\u620f\u4f53\u9a8c\u826f\u597d\u5e76\u968f\u73a9\u5bb6\u9700\u6c42\u53d8\u5316\u3002<\/p>\n<blockquote>\n<p>\u6ce8\uff1a\u91c7\u7528\u4e91AI\u5de5\u4f5c\u6d41\u7684\u5de5\u4f5c\u5ba4\u80fd\u6253\u9020\u66f4\u667a\u80fd\u7684NPC\uff0c\u5728\u4f18\u5316\u8d44\u6e90\u4f7f\u7528\u7684\u540c\u65f6\u4fdd\u8bc1\u6e38\u620f\u6d41\u7545\u8fd0\u884c\u3002<\/p>\n<\/blockquote>\n<h2>\u6848\u4f8b\u7814\u7a76<\/h2>\n<h3>AAA\u7ea7\u6e38\u620f\u6848\u4f8b<\/h3>\n<p>AAA\u7ea7\u5de5\u4f5c\u5ba4\u901a\u8fc7\u5728\u7f8e\u56fd\u670d\u52a1\u5668\u4e0a\u4f7f\u7528AI\u8bad\u7ec3\u96c6\u7fa4\u6539\u53d8\u4e86\u6e38\u620f\u4f53\u9a8c\u3002\u8fd9\u4e9b\u56e2\u961f\u5229\u7528GPU\u52a0\u901f\u795e\u7ecf\u6e32\u67d3\u548c\u751f\u6210\u5f0fAI\u6a21\u578b\uff0c\u6253\u9020\u80fd\u968f\u73a9\u5bb6\u884c\u4e3a\u53d8\u5316\u7684\u6e38\u620f\u4e16\u754c\u548c\u7269\u4f53\u3002\u667a\u80fd\u4f53AI\u7cfb\u7edf\u8ba9\u975e\u73a9\u5bb6\u89d2\u8272\u80fd\u54cd\u5e94\u73a9\u5bb6\u884c\u4e3a\uff0cNPC\u53ef\u5c55\u73b0\u60c5\u611f\u5e76\u5236\u5b9a\u660e\u667a\u7b56\u7565\uff0c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u4e0d\u65ad\u5b66\u4e60\u548c\u8c03\u6574\u884c\u4e3a\u6a21\u5f0f\uff0c\u4f7f\u5176\u52a8\u4f5c\u66f4\u96be\u9884\u6d4b\u3001\u66f4\u771f\u5b9e\u3002<\/p>\n<p>\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u652f\u6301NPC\u4e0e\u73a9\u5bb6\u5bf9\u8bdd\uff0c\u8fd9\u4e9b\u5de5\u5177\u80fd\u8bb0\u4f4f\u73a9\u5bb6\u8fc7\u5f80\u5bf9\u8bdd\u5e76\u7ed3\u5408\u60c5\u5883\u5e94\u7b54\uff0c\u800c\u975e\u7b80\u5355\u91cd\u590d\u53f0\u8bcd\u3002AI\u9a71\u52a8\u7684\u8d44\u4ea7\u521b\u5efa\u52a0\u5feb3D\u6a21\u578b\u548c\u52a8\u753b\u5236\u4f5c\u901f\u5ea6\uff0c\u7f29\u77ed\u6e38\u620f\u5f00\u53d1\u5468\u671f\u3002AI\u8f85\u52a9\u52a8\u753b\u5de5\u5177\u4f18\u5316\u52a8\u4f5c\u6355\u6349\u548c\u52a8\u753b\u6548\u679c\uff0c\u8ba9NPC\u5728\u6e38\u620f\u4e2d\u52a8\u4f5c\u66f4\u81ea\u7136\u3002\u8bed\u97f3\u5408\u6210\u6280\u672f\u8d4b\u4e88NPC\u591a\u53d8\u7684\u771f\u5b9e\u58f0\u97f3\uff0c\u4f7f\u5176\u80fd\u4ee5\u65b0\u9896\u65b9\u5f0f\u56de\u5e94\u73a9\u5bb6\u3002\u5728\u5927\u578b\u6e38\u620f\u5f15\u64ce\u4e2d\u96c6\u6210AI\u52a9\u529bNPC\u5b9e\u73b0\u590d\u6742\u884c\u4e3a\u3002<\/p>\n<blockquote>\n<p>AAA\u7ea7\u5de5\u4f5c\u5ba4\u501f\u52a9AI\u8ba9NPC\u80fd\u5373\u65f6\u54cd\u5e94\u73a9\u5bb6\uff0c\u63d0\u5347\u6e38\u620f\u8da3\u5473\u6027\u548c\u523a\u6fc0\u6027\u3002<\/p>\n<\/blockquote>\n<h3>\u72ec\u7acb\u5de5\u4f5c\u5ba4\u573a\u666f<\/h3>\n<p>\u72ec\u7acb\u5f00\u53d1\u8005\u5982\u4eca\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u548c\u4e91AI\u6253\u9020\u72ec\u7279NPC\u3002\u751f\u6210\u5f0fAI NPC\u80fd\u4e0e\u73a9\u5bb6\u5b9e\u65f6\u5bf9\u8bdd\uff0c\u6446\u8131\u811a\u672c\u9650\u5236\u3002\u591a\u6a21\u6001AI NPC\u6574\u5408\u8bed\u8a00\u3001\u8bed\u97f3\u3001\u89c6\u89c9\u548c\u60c5\u611f\u6a21\u578b\uff0c\u884c\u4e3a\u66f4\u771f\u5b9e\uff0c\u4e0e\u73a9\u5bb6\u8fde\u63a5\u66f4\u7d27\u5bc6\u3002\u8fd9\u4e9bNPC\u7406\u89e3\u73a9\u5bb6\u9700\u6c42\u3001\u5efa\u7acb\u53cb\u8c0a\u5e76\u81ea\u4e3b\u884c\u52a8\uff0c\u63d0\u5347\u6e38\u620f\u8da3\u5473\u6027\u548c\u91cd\u73a9\u4ef7\u503c\u3002<\/p>\n<p>\u72ec\u7acb\u56e2\u961f\u5229\u7528\u4e91API\u548c\u672c\u5730\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8d4b\u4e88NPC\u65b0\u9896\u7684\u5bf9\u8bdd\u548c\u884c\u4e3a\u80fd\u529b\uff0c\u90e8\u5206\u5de5\u5177\u652f\u6301\u6a21\u578b\u5728\u672c\u5730\u8ba1\u7b97\u673a\u8fd0\u884c\uff0c\u51cf\u5c11\u5bf9\u7f51\u7edc\u7684\u4f9d\u8d56\u5e76\u8282\u7701\u6210\u672c\u3002LLM\u9a71\u52a8\u7684NPC\u8bb0\u4f4f\u8fc7\u5f80\u5bf9\u8bdd\u5e76\u7ed9\u51fa\u65b0\u5e94\u7b54\uff0c\u63d0\u5347\u6e38\u620f\u91cd\u73a9\u4e50\u8da3\u3002\u5f00\u53d1\u8005\u91c7\u7528\u7279\u6b8a\u65b9\u6cd5\u786e\u4fddAI\u5e94\u7b54\u7b26\u5408\u6e38\u620f\u5267\u60c5\u8bbe\u5b9a\uff0c\u901a\u8fc7\u9632\u62a4\u673a\u5236\u9632\u6b62NPC\u8bf4\u51fa\u7834\u574f\u6e38\u620f\u4e16\u754c\u7684\u5185\u5bb9\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px\">\n<colgroup>\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\">\n<col style=\"min-width: 25px\"><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u529f\u80fd<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>AAA\u7ea7\u5de5\u4f5c\u5ba4<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u72ec\u7acb\u5de5\u4f5c\u5ba4<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>AI\u6280\u672f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>GPU\u52a0\u901f\u3001\u667a\u80fd\u4f53AI\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u4e91AI\u3001\u591a\u6a21\u6001<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>NPC\u884c\u4e3a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9002\u5e94\u6027\u5f3a\u3001\u5bcc\u60c5\u611f\u3001\u5177\u7b56\u7565\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6d8c\u73b0\u6027\u3001\u5173\u7cfb\u9a71\u52a8<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5bf9\u8bdd<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e0a\u4e0b\u6587\u654f\u611f\u3001\u8bb0\u5fc6\u611f\u77e5<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u65e0\u811a\u672c\u3001\u5b9e\u65f6\u6027<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5f00\u53d1\u65b9\u5f0f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e0e\u6e38\u620f\u5f15\u64ce\u96c6\u6210<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6613\u7528\u5de5\u5177\u3001\u672c\u5730\/\u4e91\u7aef\u7ed3\u5408<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<blockquote>\n<p>\u72ec\u7acb\u5f00\u53d1\u8005\u501f\u52a9AI\u8ba9NPC\u7684\u5bf9\u8bdd\u548c\u884c\u4e3a\u66f4\u65b0\u9896\uff0c\u4e3a\u6bcf\u4f4d\u73a9\u5bb6\u5e26\u6765\u72ec\u7279\u7684\u6e38\u620f\u4f53\u9a8c\u3002<\/p>\n<\/blockquote>\n<h2>\u6311\u6218<\/h2>\n<h3>\u6210\u672c\u4e0e\u8d44\u6e90<\/h3>\n<p>\u642d\u5efa\u548c\u8fd0\u884c\u7528\u4e8eNPC\u5f00\u53d1\u7684AI\u8bad\u7ec3\u96c6\u7fa4\u9762\u4e34\u6311\u6218\u3002GPU\u3001TPU\u7b49\u9ad8\u6027\u80fd\u786c\u4ef6\u6210\u672c\u9ad8\u6602\uff0c\u5355\u4e2a\u90e8\u4ef6\u53ef\u8fbe\u6570\u5343\u7f8e\u5143\uff0c\u7ef4\u62a4\u8d39\u7528\u8fdb\u4e00\u6b65\u589e\u52a0\u6210\u672c\u3002\u4e91\u8ba1\u7b97\u867d\u7075\u6d3b\u4f46\u8d39\u7528\u53ef\u80fd\u5feb\u901f\u589e\u957f\uff0c\u5de5\u4f5c\u5ba4\u8fd8\u9700\u652f\u4ed8\u80fd\u6e90\u3001\u8f6f\u4ef6\u548c\u5de5\u5177\u8d39\u7528\u3002<\/p>\n<p>\u96c7\u4f63\u4e13\u4e1aAI\u4eba\u624d\u662f\u53e6\u4e00\u5927\u6210\u672c\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08\u85aa\u8d44\u8f83\u9ad8\uff0c\u62db\u8058\u548c\u7559\u5b58\u8fd9\u4e9b\u4e13\u5bb6\u589e\u52a0\u4e86\u5f00\u652f\u3002\u56e2\u961f\u8fd8\u9700\u6295\u5165\u8d44\u91d1\u83b7\u53d6\u548c\u6e05\u7406\u6570\u636e\uff0c\u4e3aNPC\u7684\u5b66\u4e60\u548c\u771f\u5b9e\u884c\u4e3a\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<p>\u96c6\u7fa4\u6269\u5c55\u5e26\u6765\u66f4\u591a\u95ee\u9898\uff0c\u968f\u7740\u6e38\u620f\u89c4\u6a21\u6269\u5927\uff0c\u5bf9\u8ba1\u7b97\u80fd\u529b\u7684\u9700\u6c42\u589e\u52a0\uff0c\u4e2d\u592e\u670d\u52a1\u5668\u5728\u5904\u7406\u5927\u91cfNPC\u65f6\u53ef\u80fd\u51fa\u73b0\u901f\u5ea6\u51cf\u6162\u548c\u5ef6\u8fdf\u95ee\u9898\u3002\u91c7\u7528\u53bb\u4e2d\u5fc3\u5316\u7cfb\u7edf\u53ef\u5206\u6563\u5de5\u4f5c\u8d1f\u8f7d\u5e76\u8282\u7701\u6210\u672c\uff0c\u4f46\u8fd9\u7c7b\u7cfb\u7edf\u9700\u8981\u7cbe\u5fc3\u89c4\u5212\u548c\u4e13\u4e1a\u6280\u80fd\u652f\u6301\u3002<\/p>\n<blockquote>\n<p>\u6ce8\uff1a\u9ad8\u6602\u7684\u6210\u672c\u548c\u8d44\u6e90\u9700\u6c42\u53ef\u80fd\u963b\u788d\u5c0f\u578b\u5de5\u4f5c\u5ba4\u6269\u5c55AI 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