{"id":15273,"date":"2026-10-01T16:41:31","date_gmt":"2026-10-01T08:41:31","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=15273"},"modified":"2026-10-01T16:41:36","modified_gmt":"2026-10-01T08:41:36","slug":"infra-to-token-factory","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/infra-to-token-factory","title":{"rendered":"\u5f9e\u57fa\u790e\u8a2d\u65bd\u5230 Token Factory"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8cc7\u6599\u4e2d\u5fc3\u7684\u7522\u51fa\u55ae\u4f4d\u6b63\u5f9e\u6a5f\u6ac3\u8d70\u5411 token\uff0c\u4f46\u591a\u6578\u81ea\u5efa\u8a08\u756b\u7684\u9810\u7b97\u53ea\u84cb\u5230\u786c\u9ad4\u8207\u5ee0\u623f\u3002\u771f\u6b63\u628a\u7b97\u529b\u8b8a\u6210\u6536\u5165\u7684\u90a3\u4e00\u5c64\uff0c\u901a\u5e38\u4e0d\u5728\u5716\u9762\u4e0a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI \u8cc7\u6599\u4e2d\u5fc3\u7684\u7522\u51fa\u55ae\u4f4d\uff1a\u5f9e\u6a5f\u6ac3\u5230 token<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u53bb\u4e8c\u5341\u5e74\uff0c\u8cc7\u6599\u4e2d\u5fc3\u7684\u50f9\u503c\u7528\u6a5f\u6ac3\u6578\u3001\u59a5\u5584\u7387\u8207 PUE \u8861\u91cf\u3002AI \u5de5\u4f5c\u8ca0\u8f09\u628a\u9019\u500b\u5b9a\u7fa9\u6539\u4e86\u3002NVIDIA \u57f7\u884c\u9577\u9ec3\u4ec1\u52f3\u5728 GTC 2026 \u628a\u73fe\u4ee3\u8cc7\u6599\u4e2d\u5fc3\u5f62\u5bb9\u6210\u4e00\u5ea7\u5de5\u5ee0\uff0c\u800c\u7522\u51fa\u55ae\u4f4d\u662f token\uff0c\u4e26\u628a\u7522\u54c1\u8def\u7dda\u5716\u7d81\u5728 token \u541e\u5410\u91cf\u3001token \u7d93\u6fdf\u6027\u8207\u6bcf\u74e6\u6548\u80fd\u4e0a\uff08<a href=\"https:\/\/www.datacenterfrontier.com\/machine-learning\/article\/55318066\/nvidia-gtc-2026-briefing-ai-factories-token-economics-and-the-next-data-center-buildout\" target=\"_blank\" rel=\"noopener\">Data Center Frontier, 2026<\/a>\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u4ef6\u4e8b\u540c\u6642\u5728\u767c\u751f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u8ad6\u8d85\u8d8a\u8a13\u7df4\u3002<\/strong> Deloitte \u9810\u4f30 2026 \u5e74\u63a8\u8ad6\u5c07\u5360\u5168\u7403 AI \u7b97\u529b\u7d04\u4e09\u5206\u4e4b\u4e8c\uff0c\u9ad8\u65bc 2025 \u5e74\u7684\u7d04\u4e00\u534a\u8207 2023 \u5e74\u7684\u4e09\u5206\u4e4b\u4e00\uff08<a href=\"https:\/\/www.deloitte.com\/us\/en\/insights\/industry\/technology\/technology-media-telecom-outlooks\/technology-media-and-telecom-predictions.html\" target=\"_blank\" rel=\"noopener\">Deloitte, 2026<\/a>\uff09\u3002\u8a13\u7df4\u662f\u5c08\u6848\u6536\u5165\uff0c\u63a8\u8ad6\u662f\u96a8\u7528\u91cf\u7d2f\u7a4d\u7684\u7d93\u5e38\u6027\u6536\u5165\u3002<\/li>\n\n\n\n<li><strong>\u8a08\u50f9\u55ae\u4f4d\u5f9e GPU \u5c0f\u6642\u8d70\u5411 token\u3002<\/strong> NVIDIA \u6307\u51fa\u771f\u6b63\u7684\u7d93\u6fdf\u8f49\u6298\u9ede\uff0c\u662f\u696d\u8005\u5728\u57fa\u790e\u8a2d\u65bd\u4e4b\u4e0a\u758a\u4e0a token \u8a08\u91cf\u7684\u6a21\u578b\u8207\u61c9\u7528\uff0c\u958b\u59cb\u8ce3 AI \u7522\u51fa\u800c\u975e\u57fa\u790e\u8a2d\u65bd\u6642\u6578\uff08<a href=\"https:\/\/developer.nvidia.com\/blog\/building-token-metered-ai-services-on-telco-ai-factories\/\" target=\"_blank\" rel=\"noopener\">NVIDIA Technical Blog, 2026<\/a>\uff09\u3002\u4e2d\u570b\u96fb\u4fe1\u5546\u5df2\u63a8\u51fa\u4f9d\u7528\u91cf\u8a08\u8cbb\u7684 AI token \u8a02\u95b1\u65b9\u6848\uff08<a href=\"https:\/\/omdia.tech.informa.com\/\" target=\"_blank\" rel=\"noopener\">Omdia, 2026<\/a>\uff09\u3002<\/li>\n\n\n\n<li><strong>\u96fb\u529b\u6c7a\u5b9a\u7522\u51fa\u4e0a\u9650\u3002<\/strong> \u7576\u7522\u51fa\u4ee5 token \u8a08\u3001\u5bb9\u91cf\u53d7\u96fb\u529b\u9650\u5236\uff0c\u6bcf\u55ae\u4f4d\u96fb\u529b\u80fd\u63db\u5230\u591a\u5c11 token \u5c31\u6c7a\u5b9a\u4e86\u6536\u5165\u5929\u82b1\u677f\u3002\u9019\u4e5f\u662f\u7a3c\u52d5\u7387\u5728 2026 \u5e74\u5f9e\u5de5\u7a0b\u984c\u8b8a\u6210\u8ca1\u52d9\u984c\u7684\u539f\u56e0\uff1a\u9592\u7f6e\u7684\u52a0\u901f\u5668\u4e0d\u6703\u505c\u6b62\u8017\u96fb\uff0c\u537b\u7522\u4e0d\u51fa\u4efb\u4f55\u53ef\u8a08\u8cbb\u7684\u6771\u897f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u84cb\u597d\u4e0d\u7b49\u65bc\u80fd\u670d\u52d9\uff1aGPU \u4e0a\u67b6\u5230\u958b\u59cb\u8a08\u8cbb\u7684\u843d\u5dee<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5efa\u696d\u8005\u6700\u5bb9\u6613\u8aa4\u5224\u7684\u4e00\u4ef6\u4e8b\uff1a\u786c\u9ad4\u8207\u5ee0\u623f\u9a57\u6536\u5b8c\u6210\uff0c\u4e0d\u7b49\u65bc\u53ef\u4ee5\u958b\u59cb\u670d\u52d9\u5ba2\u6236\u3002\u5f9e GPU \u4e0a\u67b6\u5230\u767c\u51fa\u7b2c\u4e00\u5f35\u767c\u7968\u4e4b\u9593\uff0c\u9084\u9700\u8981\u7570\u8cea\u7b97\u529b\u8abf\u5ea6\u3001\u591a\u79df\u6236\u3001API \u5b58\u53d6\u3001\u4f7f\u7528\u91cf\u8a08\u91cf\u8207\u8a08\u8cbb\u5c0d\u5e33\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u843d\u5dee\u5df2\u7d93\u53cd\u6620\u5728\u696d\u754c\u6578\u64da\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cast AI \u5206\u6790\u7d04 23,000 \u500b\u4f01\u696d Kubernetes \u96c6\u7fa4\u7684\u5be6\u6e2c\u9059\u6e2c\u8cc7\u6599\uff0c\u4f01\u696d\u5e73\u5747 GPU \u7a3c\u52d5\u7387\u7d04 <strong>5%<\/strong>\uff0c\u914d\u7f6e\u5bb9\u91cf\u662f\u5be6\u969b\u7528\u91cf\u7684\u7d04 20 \u500d\uff08<a href=\"https:\/\/biztechweekly.com\/kubernetes-cost-optimization-2026-enterprise-cloud-waste\/\" target=\"_blank\" rel=\"noopener\">Cast AI, 2026<\/a>\uff09\u3002<\/li>\n\n\n\n<li>VentureBeat Research \u8abf\u67e5 573 \u4f4d\u6280\u8853\u4e3b\u7ba1\uff0c<strong>86%<\/strong> \u81ea\u7531\u904b\u884c GPU \u57fa\u790e\u8a2d\u65bd\u7684\u4f01\u696d\u56de\u5831\u7a3c\u52d5\u7387\u5728\u4e00\u534a\u4ee5\u4e0b\uff08<a href=\"https:\/\/valueaddpulse.com\/2026\/06\/18\/the-gpu-efficiency-gap-why-86-of-enterprises-are-wasting-ai-compute\/\" target=\"_blank\" rel=\"noopener\">VentureBeat Research, 2026<\/a>\uff09\u3002<\/li>\n\n\n\n<li>\u696d\u754c\u5206\u6790\u6307\u51fa\uff0c\u6d88\u8cbb\u5c64\uff08consumption layer\uff09\u7684\u7f3a\u53e3\u901a\u5e38\u8b93\u696d\u8005\u640d\u5931 <strong>6 \u5230 12 \u500b\u6708<\/strong>\u7684\u6642\u9593\u8207\u6536\u5165\uff08<a href=\"https:\/\/supercomputingfrontiers.eu\/2026\/sovereign-cloud-providers-the-missing-consumption-layer\/\" target=\"_blank\" rel=\"noopener\">Supercomputing Frontiers, 2026<\/a>\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u6578\u5b57\u53cd\u6620\u7684\u4e0d\u662f\u786c\u9ad4\u4e0d\u8db3\uff0c\u800c\u662f\u904b\u71df\u80fd\u529b\u6c92\u8ddf\u4e0a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u81ea\u5efa\u7684\u56db\u500b\u7f3a\u53e3\uff1a\u7a3c\u52d5\u7387\u3001\u591a\u79df\u6236\u3001\u8a08\u91cf\u8a08\u8cbb\u3001\u4e0a\u7dda\u6642\u9593<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u8cc7\u6599\u4e2d\u5fc3\u53ef\u4ee5\u5206\u6210\u4e09\u5c64\uff1a\u6a5f\u96fb\u8207\u786c\u9ad4\u3001\u7b97\u529b\u7ba1\u7406\u3001\u904b\u71df\u8207\u8b8a\u73fe\u3002\u81ea\u5efa\u696d\u8005\u5728\u7b2c\u4e00\u5c64\u80fd\u529b\u6210\u719f\uff0c\u7b2c\u4e8c\u5c64\u52c9\u529b\u652f\u61c9\uff0c\u7b2c\u4e09\u5c64\u901a\u5e38\u6839\u672c\u6c92\u9032\u5165\u898f\u5283\u3002\u767d\u76ae\u66f8\u6574\u7406\u7684\u56db\u500b\u7f3a\u53e3\uff0c\u5168\u90e8\u843d\u5728\u5f8c\u5169\u5c64\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7f3a\u53e3<\/th><th>\u5f71\u97ff<\/th><\/tr><\/thead><tbody><tr><td><strong>\u7b97\u529b\u7a3c\u52d5\u7387\u4e0d\u8db3<\/strong><\/td><td>\u6295\u8cc7\u6848\u7684\u9032\u99d0\u7387\u5047\u8a2d\u843d\u7a7a\uff0c\u56de\u672c\u671f\u5f8c\u79fb\uff1b\u9592\u7f6e\u8a2d\u5099\u6301\u7e8c\u7522\u751f\u6210\u672c<\/td><\/tr><tr><td><strong>\u591a\u79df\u6236\u8207\u6cbb\u7406\u4e0d\u8db3<\/strong><\/td><td>\u4e00\u6b21\u53ea\u80fd\u670d\u52d9\u55ae\u4e00\u5927\u578b\u5ba2\u6236\uff0c\u5ba2\u6236\u96c6\u4e2d\u98a8\u96aa\u9ad8\uff0c\u8a08\u50f9\u9000\u56de\u6309\u6a5f\u6ac3\u8a08\u8cbb<\/td><\/tr><tr><td><strong>\u7f3a\u5c11\u4f7f\u7528\u91cf\u8a08\u91cf\u8207\u8a08\u8cbb<\/strong><\/td><td>\u5c0d\u6536\u5165\u6700\u76f4\u63a5\u7684\u7f3a\u53e3\uff1b\u53ea\u80fd\u6539\u6708\u8cbb\u5b9a\u984d\uff0c\u6216\u4eba\u5de5\u4f30\u7b97\u800c\u7121\u7a3d\u6838\u4f9d\u64da<\/td><\/tr><tr><td><strong>\u5ba2\u6236\u4e0a\u7dda\u8207\u958b\u696d\u6642\u9593<\/strong><\/td><td>\u786c\u9ad4\u5f9e\u9a57\u6536\u65e5\u958b\u59cb\u6524\u63d0\uff0c\u6536\u5165\u537b\u8981\u7b49\u904b\u71df\u5c64\u5c31\u7dd2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\u9ede\u7684\u8ca1\u52d9\u610f\u7fa9\u6700\u5bb9\u6613\u88ab\u4f4e\u4f30\u3002\u4ee5\u8a2d\u5099\u6295\u8cc7 3 \u5104\u5143\u3001\u4e94\u5e74\u6524\u63d0\u8a08\uff0c\u6bcf\u6708\u6524\u63d0\u7d04 500 \u842c\u5143\uff1b\u82e5\u904b\u71df\u5c64\u6bd4\u9810\u671f\u665a\u516d\u500b\u6708\u4e0a\u7dda\uff0c\u76f4\u63a5\u640d\u5931\u5c31\u662f 3,000 \u842c\u5143\uff0c\u9084\u4e0d\u542b\u5e02\u5834\u6a5f\u6703\u6210\u672c\u3002\uff08\u6b64\u70ba\u8a66\u7b97\u793a\u4f8b\uff0c\u5be6\u969b\u8a55\u4f30\u8acb\u4ee3\u5165\u81ea\u5bb6\u6578\u5b57\u3002\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI \u96f2\u904b\u71df\u5c64\u8a72\u81ea\u5efa\u9084\u662f\u63a1\u8cfc\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u96fb\u3001\u51b7\u537b\u3001\u7db2\u8def\u5411\u4f86\u5411\u5c08\u696d\u696d\u8005\u63a1\u8cfc\uff0c\u800c\u904b\u71df\u5c64\u6709\u5b8c\u5168\u76f8\u540c\u7684\u4e09\u500b\u7279\u5fb5\uff1a\u9700\u8981\u9577\u671f\u7dad\u8b77\uff08\u6a21\u578b\u4e16\u4ee3\u3001\u5ba2\u6236\u9700\u6c42\u3001\u6cd5\u898f\u90fd\u5728\u8b8a\uff09\u3001\u8207\u786c\u9ad4\u4e16\u4ee3\u7dca\u8026\u5408\uff08\u91cd\u5efa\u4e0d\u6703\u56e0\u6b64\u589e\u503c\uff09\u3001\u8907\u96dc\u5ea6\u96a8\u898f\u6a21\u9661\u5347\uff08\u670d\u52d9 3 \u500b\u79df\u6236\u8207 300 \u500b\u79df\u6236\u662f\u5169\u7a2e\u7cfb\u7d71\u8a2d\u8a08\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6578\u4f4d\u7121\u9650\u7684\u5169\u500b\u7522\u54c1\u5c0d\u61c9\u7684\u6b63\u662f\u9019\u5169\u5c64\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/ai-stack.ai\/zh-hant\">AI-Stack<\/a><\/strong> \u662f\u7b97\u529b\u7ba1\u7406\u5e73\u53f0\uff0c\u4ee5\u8edf\u9ad4\u5b9a\u7fa9 GPU \u8207\u8abf\u5ea6\u6280\u8853\u63d0\u5347\u7a3c\u52d5\u7387\uff0c\u4e26\u628a\u7570\u8cea\u7b97\u529b\u7d0d\u5165\u7d71\u4e00\u7ba1\u7406\u2014\u2014\u5c0d\u61c9\u7b97\u529b\u7ba1\u7406\u5c64\u7684\u7a3c\u52d5\u7387\u554f\u984c\u3002<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.infinitix.ai\/products\/ixcsp\/\" data-type=\"link\" data-id=\"https:\/\/www.infinitix.ai\/products\/ixcsp\/\" target=\"_blank\" rel=\"noopener\">ixCSP<\/a><\/strong> \u662f AI \u96f2\u904b\u71df\u5e73\u53f0\uff0c\u5728 AI-Stack \u4e4b\u4e0a\u6574\u5408 AI Gateway \u8207 Token \u8a08\u8cbb\u7cfb\u7d71\uff0c\u63d0\u4f9b\u591a\u79df\u6236\u3001\u8a08\u91cf\u3001\u8a08\u8cbb\u8207\u670d\u52d9\u76ee\u9304\uff0c\u652f\u63f4 GaaS\u3001MaaS\u3001TaaS \u4e09\u7a2e\u5546\u696d\u6a21\u5f0f\u2014\u2014\u5c0d\u61c9\u904b\u71df\u5c64\u7684\u8b8a\u73fe\u554f\u984c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5169\u8005\u53ef\u4ee5\u96a8\u5c08\u6848\u9032\u5c55\u5206\u968e\u5c0e\u5165\uff0c\u4e5f\u4e0d\u9700\u8981\u65b0\u5efa\u6a5f\u623f\uff1a\u5148\u628a\u9592\u7f6e\u6216\u4f4e\u7a3c\u52d5\u7684 GPU \u7d0d\u5165\u7ba1\u7406\u3001\u9a57\u8b49\u904b\u71df\u6a21\u5f0f\uff0c\u518d\u96a8\u5bb9\u91cf\u64f4\u5145\u653e\u5927\u898f\u6a21\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e0b\u8f09\u767d\u76ae\u66f8\uff1aAI \u8cc7\u6599\u4e2d\u5fc3\u95dc\u9375\u7f3a\u53e3\u8207\u89e3\u6c7a\u65b9\u6848<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300a<a href=\"https:\/\/www.infinitix.ai\/news-detail\/infrastructure-to-token-factory-whitepaper\/\" target=\"_blank\" rel=\"noopener\">\u5f9e\u57fa\u790e\u8a2d\u65bd\u5230 Token Factory\uff1aAI 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