{"id":872,"date":"2025-11-17T21:34:42","date_gmt":"2025-11-17T20:34:42","guid":{"rendered":"https:\/\/aronazarar.com\/?p=872"},"modified":"2026-02-24T15:08:42","modified_gmt":"2026-02-24T14:08:42","slug":"%e3%83%8f%e3%83%bc%e3%83%89%e3%82%a6%e3%82%a7%e3%82%a2","status":"publish","type":"post","link":"https:\/\/aronazarar.com\/ja\/%e3%83%8f%e3%83%bc%e3%83%89%e3%82%a6%e3%82%a7%e3%82%a2\/","title":{"rendered":"MI\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"872\" class=\"elementor elementor-872\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cda1a8 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"2cda1a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65536c7 elementor-widget elementor-widget-text-editor\" data-id=\"65536c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>AI\u306e\u52a9\u3051\u3092\u501f\u308a\u3066<\/h3><h2>1.\u306f\u3058\u3081\u306b - \u5730\u653f\u5b66\u7684AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u6642\u4ee3\u306e\u95be\u5024\u306b\u3064\u3044\u3066\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"7\">\u6280\u8853\u7684\u512a\u4f4d\u6027\u306f\u3082\u306f\u3084\u5358\u306a\u308b\u7af6\u4e89\u4e0a\u306e\u512a\u4f4d\u6027\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u4e3b\u8981\u306a\u57fa\u76e4\u3068\u306a\u308b\u6642\u4ee3\u306b\u7a81\u5165\u3057\u305f\u306e\u3067\u3042\u308b\u3002 <b>\u30ca\u30b7\u30e7\u30ca\u30eb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc<\/b> \u305d\u3057\u3066 <b>\u5730\u653f\u5b66\u7684\u5f71\u97ff\u529b<\/b>.<\/h3><h3>\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u6027\u80fd\u3001\u8d85\u9ad8\u901f\u306e\u8a08\u7b97\u80fd\u529b\u3001\u30c7\u30fc\u30bf\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u56de\u5fa9\u529b\u306f\u3001\u4eca\u3084\u6226\u7565\u5175\u5668\u3068\u307f\u306a\u3055\u308c\u3066\u3044\u308b\u30022026\u5e74\u306e\u4e16\u754c\u653f\u6cbb\u60c5\u52e2\u3067\u306f\u3001\u4e16\u754c\u7684\u306a\u7dca\u5f35\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002 <b>\u7121\u6148\u60b2<\/b> \u5927\u56fd\u9593\u306e\u52e2\u529b\u518d\u7de8\u3001\u5730\u57df\u7d1b\u4e89\u3001\u305d\u3057\u3066\u30b5\u30a4\u30d0\u30fc\u6226\u4e89\u306e\u6301\u7d9a\u7684\u306a\u821e\u53f0\u306f\u3001\u3059\u3079\u3066\u3053\u306e\u3053\u3068\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u91cd\u8981\u6027 <b>\u30c7\u30b8\u30bf\u30eb\u4e3b\u6a29<\/b>.<\/h3><h3 data-path-to-node=\"8\">\u306e\u5408\u6d41\u5730\u70b9\u306b\u8ced\u3051\u308b <b>\u4eba\u5de5\u77e5\u80fd<\/b> (AI\uff09\u3068 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-GPU\u3001NPU\u3001TPU\u3001ASIC\u30c1\u30c3\u30d7\u3001HBM\u30e1\u30e2\u30ea\u3001\u304a\u3088\u3073NVLINK\u30a4\u30f3\u30bf\u30fc\u30b3\u30cd\u30af\u30c8\u3067\u3042\u308b\u3002 <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b>.<\/h3><h3>\u3053\u308c\u306f <b>\u6226\u7565\u7684\u63d0\u643a<\/b> \u306f\u300121\u4e16\u7d00\u3067\u6700\u3082\u92ed\u5229\u306a\u5730\u653f\u5b66\u7684\u6226\u5834\u3067\u7e70\u308a\u5e83\u3052\u3089\u308c\u308b\u7af6\u4e89\u306e\u6838\u5fc3\u3067\u3042\u308b\u3002\u771f\u306e\u5229\u5bb3\u306f <b>\u6280\u8853\u7684\u512a\u4f4d<\/b> \u305d\u3057\u3066 <b>\u8d85\u5927\u56fd<\/b> \u30b9\u30c6\u30fc\u30bf\u30b9AI\u30b7\u30b9\u30c6\u30e0\u306e\u8a13\u7df4\u3068\u904b\u7528\u306b\u306f\u81a8\u5927\u306a\u8a08\u7b97\u80fd\u529b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5c02\u9580\u5316\u3055\u308c\u305fAI\u30b7\u30b9\u30c6\u30e0\u3060\u3051\u304c\u305d\u306e\u80fd\u529b\u3092\u767a\u63ee\u3067\u304d\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3092\u52b9\u679c\u7684\u306b\u63d0\u4f9b\u3067\u304d\u308b\u3002<\/h3><h3>\u00a0\u3053\u308c\u306f <b>\u985e\u306e\u306a\u3044<\/b> \u30b7\u30ca\u30b8\u30fc\u304c\u3082\u305f\u3089\u3059\u3082\u306e <b>\u9769\u547d\u5bb6<\/b> \u56fd\u9632\u3001\u91d1\u878d\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u5404\u5206\u91ce\u3067\u5909\u5316\u304c\u8d77\u304d\u3066\u3044\u308b\u3002 <b>\u91cd\u8981\u306a\u6226\u7565\u7684\u8981\u8acb<\/b> \u3059\u3079\u3066\u306e\u610f\u601d\u6c7a\u5b9a\u8005\u306e\u305f\u3081\u306b\u3002\u9045\u308c\u3092\u3068\u3063\u305f\u8005\u306f <b>\u5bb9\u8d66\u306a\u304f<\/b> \u7f6e\u304d\u53bb\u308a\u306b\u3055\u308c\u305f\u3002<\/h3><hr data-path-to-node=\"9\" \/><h3 data-path-to-node=\"10\">\u00a0<\/h3><h2>2.\u4eba\u5de5\u77e5\u80fd\u306b\u304a\u3051\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u610f\u7fa9\u3068\u6a5f\u80fd\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"11\">\u73fe\u4ee3\u306eAI\u30b7\u30b9\u30c6\u30e0\uff08\u7279\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001LLM\uff09\u306e\u8a08\u7b97\u9700\u8981\u306f\u5897\u5927\u3057\u3066\u3044\u308b\u3002 <b>\u6307\u6570\u95a2\u6570\u7684\u306b<\/b>.\u5f93\u6765\u306eCPU <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2025-ai-index-report\">\u3092\u52b9\u7387\u7684\u306b\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u3063\u305f\u3002<\/a> \u3053\u308c <b>\u5de8\u5927<\/b> \u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u5fc5\u8981\u304c\u3042\u308b\u3002\u305d\u3053\u3067\u5c02\u9580\u7684\u306a <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u5165\u3063\u3066\u3044\u308b\u3002<\/h3><h3 data-path-to-node=\"12\">\u00a0<\/h3><h3><span style=\"font-weight: normal;\">AI\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u4e3b\u8981\u8981\u7d20\u3068\u305d\u306e\u76ee\u7684<\/span>s<\/h3><h3 data-path-to-node=\"13\">\u00a0<\/h3><h3>1.GPU\uff08\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30fb\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30fb\u30e6\u30cb\u30c3\u30c8\uff09<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"14\"><li><h3 data-path-to-node=\"14,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u6c4e\u7528\u52a0\u901f\u3002<\/b> \u4e3b\u306a\u7528\u9014 <b>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/b> \u5927\u898f\u6a21AI\u30e2\u30c7\u30eb\uff08LLM\u3001\u753b\u50cf\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\uff09\u3002<\/h3><\/li><li><h3 data-path-to-node=\"14,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>\u4e26\u5217\u51e6\u7406\uff1a<\/b> \u4f55\u5343\u3082\u306e\u5c0f\u3055\u306a\u30b3\u30a2\u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u884c\u5217\u306e\u4e57\u7b97\u306b\u6700\u9069\u3067\u3059\u3002 <b>\u57fa\u672c\u7684<\/b> \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u52d5\u4f5c\u3002<\/h3><\/li><\/ul><ul data-path-to-node=\"14\"><li>\u30b0\u30ed\u30fc\u30d0\u30eb\u4fa1\u683c200$ - 2000$\u00a0<\/li><\/ul><ul data-path-to-node=\"14\"><li>\u30aa\u30f3\u30af\u30e9\u30a6\u30c9\uff1a\u5e73\u57471$\/h<\/li><\/ul><h3 data-path-to-node=\"15\">\u00a0<\/h3><h3>2.TPU\uff08\u30c6\u30f3\u30bd\u30eb\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\uff09<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"16\"><li><h3 data-path-to-node=\"16,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u3067\u6700\u5927\u9650\u306e\u52b9\u7387\u3092\u3002<\/b> \u30b0\u30fc\u30b0\u30eb\u304cAI\u5c02\u7528\u306b\u958b\u767a\u3057\u305fASIC\u3002<\/h3><\/li><li><h3 data-path-to-node=\"16,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>\u30c6\u30f3\u30bd\u30eb\u52a0\u901f\uff1a<\/b> \u30c6\u30f3\u30bd\u30eb\uff08\u591a\u6b21\u5143\u30c7\u30fc\u30bf\uff09\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u660e\u793a\u7684\u306b\u6700\u9069\u5316\u3055\u308c\u3001\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3059\u308b\u3002 <b>\u5207\u5b9f<\/b> \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u3082\u30e9\u30f3\u30cb\u30f3\u30b0\u3067\u3082\u52a0\u901f\u3059\u308b\uff08\u63a8\u8ad6\uff09\u3002<\/h3><\/li><li><h3>\u4fa1\u683c\u30aa\u30f3\u30af\u30e9\u30a6\u30c9 1,2$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"17\">\u00a0<\/h3><h3>3.NPU\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30fb\u30e6\u30cb\u30c3\u30c8\uff09<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"18\"><li><h3 data-path-to-node=\"18,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u30a8\u30c3\u30b8AI\u3002<\/b> \u30e2\u30d0\u30a4\u30eb\u6a5f\u5668\u3084IoT\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u304b\u3064\u4f4e\u6d88\u8cbb\u96fb\u529b\u306e\u63a8\u8ad6\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/h3><\/li><li><h3 data-path-to-node=\"18,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>\u5c02\u7528\u306e\u6700\u9069\u5316\uff1a<\/b> \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u9ad8\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002 <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u30bd\u30fc\u30b9\u3067\u306e\u30c7\u30fc\u30bf\u51e6\u7406<\/h3><\/li><li><h3>\u4fa1\u683c40$ - 500$<br \/>\u30af\u30e9\u30a6\u30c9\u4e0a0,05-0,2$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"19\">\u00a0<\/h3><h3>4.ASIC\uff08\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def\uff09<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"20\"><li><h3 data-path-to-node=\"20,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u30ab\u30b9\u30bf\u30e0\u3001\u6b62\u3081\u3089\u308c\u306a\u3044\u52b9\u7387\u6027\u3002<\/b> \u7279\u5b9a\u306eAI\u30bf\u30b9\u30af\uff08\u6697\u53f7\u5316\u3001\u30d3\u30c7\u30aa\u89e3\u6790\u306a\u3069\uff09\u306b\u7279\u5316\u3057\u305f\u30c1\u30c3\u30d7\u3002<\/h3><\/li><li><h3 data-path-to-node=\"20,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>\u5b8c\u5168\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\uff1a<\/b> \u9054\u6210\u53ef\u80fd <b>\u6307\u6570\u7684<\/b> \u3059\u3079\u3066\u306e\u30c8\u30e9\u30f3\u30b8\u30b9\u30bf\u304c\u4e0d\u8981\u306a\u6a5f\u80fd\u3092\u6392\u9664\u3057\u3001\u76ee\u6a19\u3068\u3059\u308b\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3042\u308b\u3002<\/h3><\/li><li><h3>\u4fa1\u683c800- 10000+$<br \/>\u30af\u30e9\u30a6\u30c9\uff1a200$\/\u6708<\/h3><\/li><\/ul><h3 data-path-to-node=\"21\">\u00a0<\/h3><h3>5.HBM\uff08\u9ad8\u5e2f\u57df\u5e45\u30e1\u30e2\u30ea\u30fc\uff09<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"22\"><li><h3 data-path-to-node=\"22,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u30c7\u30fc\u30bf\u8f38\u9001\u306e\u9375<\/b> GPU\/TPU\u3068\u30e1\u30e2\u30ea\u9593\u306e\u9ad8\u901f\u30c7\u30fc\u30bf\u8ee2\u9001\u3002<\/h3><\/li><li><h3 data-path-to-node=\"22,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>3D\u30b9\u30bf\u30c3\u30ad\u30f3\u30b0\uff1a<\/b> \u30e1\u30e2\u30ea\u30c1\u30c3\u30d7\u306f\u5782\u76f4\uff083D\uff09\u30ec\u30a4\u30e4\u30fc\u306b\u7a4d\u5c64\u3055\u308c\u3001\u6b21\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 <b>\u985e\u306e\u306a\u3044<\/b> \u30c7\u30fc\u30bf\u8ee2\u9001\u901f\u5ea6\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u3002<\/h3><\/li><li><h3>\u4fa1\u683c1000+$\uff5e30000+$<br \/>\u30aa\u30f3\u30fb\u30af\u30e9\u30a6\u30c9\uff1a2$-4$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"23\">\u00a0<\/h3><h3>6.NVLINK (\u9ad8\u901f\u76f8\u4e92\u63a5\u7d9a\u6280\u8853)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"24\"><li><h3 data-path-to-node=\"24,0,0\"><b>AI\u306b\u304a\u3051\u308b\u4e3b\u306a\u76ee\u6a19\uff1a<\/b> <b>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3002<\/b> \u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u3067\u8907\u6570\u306eGPU\/TPU\u3092\u63a5\u7d9a\u3059\u308b\u3002<\/h3><\/li><li><h3 data-path-to-node=\"24,1,0\"><b>\u4e2d\u6838\u6a5f\u80fd\uff1a<\/b> <b>\u6975\u7aef\u306a\u5e2f\u57df\u5e45\uff1a<\/b> \u7279\u6b8a\u306a\u76f8\u4e92\u63a5\u7d9a\u30d7\u30ed\u30c8\u30b3\u30eb\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u5927\u898f\u6a21\u306a\u30af\u30e9\u30b9\u30bf\u30fc\uff08\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306a\u3069\uff09\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3001\u8fc5\u901f\u306a\u30c7\u30fc\u30bf\u4ea4\u63db\u304c\u5fc5\u8981\u3067\u3059\u3002 <b>\u5fc5\u8981\u4e0d\u53ef\u6b20<\/b> \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7528<\/h3><\/li><\/ul><h3 data-path-to-node=\"25\"><b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3060\u3051\u3067\u306a\u304f <b>\u5207\u5b9f<\/b> \u306e\u554f\u984c <b>\u6700\u9069\u5316<\/b>.AI\u3068\u306e\u76f8\u4e57\u52b9\u679c <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3082\u305f\u3089\u3059 <b>\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/b> \u306e\u7d50\u679c\u3060\uff1a<\/h3><ul data-path-to-node=\"26\"><li><h3 data-path-to-node=\"26,0,0\"><b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u8003\u616e\u3057\u305f\u6700\u9069\u5316\uff1a<\/b> AI\u30e2\u30c7\u30eb\u306f\u3001\u8a2d\u8a08\u6bb5\u968e\u3067\u3082\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff08TPU\/ASIC\u306a\u3069\uff09\u306e\u4ed5\u69d8\u3092\u8003\u616e\u3059\u308b\u305f\u3081\u3001\u6b21\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308b\u3002 <b>\u4fe1\u3058\u3089\u308c\u306a\u3044<\/b> \u52b9\u7387\u6027\u306e\u5411\u4e0a\u3002<\/h3><\/li><li><h3 data-path-to-node=\"26,1,0\"><b>\u30c1\u30c3\u30d7\u8a2d\u8a08\u306e\u81ea\u52d5\u5316\uff1a<\/b> AI\u81ea\u8eab\u304c\u5b9f\u884c\u3067\u304d\u308b <b>ASIC\u8a2d\u8a08<\/b>\u30c1\u30c3\u30d7\u8a2d\u8a08\u30b5\u30a4\u30af\u30eb\u306e\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u6839\u672c\u7684\u306b\u524a\u6e1b\u3059\u308b\u3002\u3053\u306e\u3088\u3046\u306b\u3001AI\u306f\u3088\u308a\u52b9\u7387\u7684\u306a <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u81ea\u5206\u81ea\u8eab\u306e\u305f\u3081\u306b\u3002<\/h3><\/li><\/ul><hr data-path-to-node=\"27\" \/><h3 data-path-to-node=\"28\">\u00a0<\/h3><h2>3.AI\uff0b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89\u3001\u30d7\u30ec\u30fc\u30e4\u30fc\u3001\u30ea\u30b9\u30af\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"29\">AI\u3068\u5c02\u9580\u5bb6\u306e\u63d0\u643a <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u306b\u706b\u3092\u3064\u3051\u305f\u3002 <b>\u7121\u6148\u60b2<\/b> \u6280\u8853\u7684\u9054\u6210\u306e\u305f\u3081\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89 <b>\u3086\u3046\u305b\u3044<\/b>.<\/h3><h3 data-path-to-node=\"30\">\u00a0<\/h3><h3>A.\u5730\u653f\u5b66\u7684\u30d1\u30ef\u30fc\u30bb\u30f3\u30bf\u30fc\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/h3><div>\u00a0<\/div><h3 data-path-to-node=\"32\"><b>\u4e2d\u56fd\u3060\uff1a<\/b><\/h3><h3>\u4e3b\u6a29\u306e\u6226\u7565\uff08ASIC\u3001HBM\uff09<\/h3><h3 data-path-to-node=\"32\"><b><\/b> \u4e2d\u56fd\u306e <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u306e\u30c7\u30b8\u30bf\u30eb\u4e3b\u6a29\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>\u7279\u306b <b>\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def<\/b> \u56fd\u5185 <b>GPU<\/b> \u6280\u8853\u3060\u3002<\/h3><h3>\u30d5\u30a1\u30fc\u30a6\u30a7\u30a4\u306a\u3069\u306e\u5de8\u5927\u4f01\u696d\u304c\u6295\u8cc7 <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b> \u81ea\u524d\u3067\u4f5c\u308b <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\uff08\u4f8b\uff0e <b>HBM<\/b> \u88fd\u9020\u80fd\u529b\uff09\u3092\u3001\u7c73\u56fd\u306e\u8f38\u51fa\u898f\u5236\u306b\u5bfe\u5fdc\u3057\u3066\u5c0e\u5165\u3059\u308b\u3002\u76ee\u7684\u306f\u3001\u8f38\u5165\u54c1\u3078\u306e\u4f9d\u5b58\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u3042\u308b\u3002 <b>GPU<\/b> \u305d\u3057\u3066\u3001\u56fd\u5185\u7d4c\u6e08\u306e\u56de\u5fa9\u529b\u3092\u9ad8\u3081\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3002\u3053\u308c\u306f <b>\u6226\u7565\u7684\u8981\u8acb<\/b>.<\/h3><h3 data-path-to-node=\"33\"><b>\u6771\u30a2\u30b8\u30a2\uff1a<\/b><\/h3><h3>\u88fd\u9020\u3068\u30e1\u30e2\u30ea\u30fb\u30cf\u30d6\uff08HBM\u3001ASIC\uff09<\/h3><h3 data-path-to-node=\"33\"><b><\/b> \u97d3\u56fd\uff08\u30b5\u30e0\u30b9\u30f3\u3001SK\u30cf\u30a4\u30cb\u30c3\u30af\u30b9\uff09\u306f\u4e16\u754c\u7684\u306a\u6210\u529f\u3092\u53ce\u3081\u3066\u3044\u308b\u3002 <b>\u3086\u3046\u305b\u3044<\/b> \u30e1\u30e2\u30ea\u3068\u30d1\u30c3\u30b1\u30fc\u30b8 (<b>HBM<\/b>)\u3067\u3042\u308b\u3002 <b>\u5fc5\u8981\u4e0d\u53ef\u6b20<\/b> \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 <b>GPU<\/b> \u305d\u3057\u3066 <b>TPU<\/b>.\u65e5\u672c\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u6750\u6599\u306e\u7814\u7a76\u3068\u88fd\u9020\u8a2d\u5099\u3002<\/h3><h3><b>\u5e83\u7bc4\u306a\u30a2\u30b8\u30a2\uff08\u30a4\u30f3\u30c9\u3092\u542b\u3080\uff09\uff1a<br \/><\/b><b>\u30e9\u30a4\u30b8\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u30cf\u30a6\u30b9\uff08ASIC\u3001\u30a8\u30c3\u30b8AI\uff09<\/b><\/h3><h3><b>\u30a4\u30f3\u30c9<\/b> \u3068\u3057\u3066\u6d6e\u4e0a\u3057\u3066\u3044\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u83ab\u5927\u306a\u4eba\u6750\u30d7\u30fc\u30eb\u3068\u6025\u901f\u306b\u6210\u9577\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u30fb\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u3092\u80cc\u666f\u306b\u3001\u540c\u5730\u57df\u306e\u30d7\u30ec\u30fc\u30e4\u30fc\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u3066\u3044\u308b\u3002\u540c\u793e\u306f\u3001\u72ec\u81ea\u306e <b>\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def<\/b> \u305d\u3057\u3066 <b>\u30a8\u30cc\u30d4\u30fc\u30e6\u30fc<\/b> \u5927\u8846\u5e02\u5834\u5411\u3051\u304a\u3088\u3073\u653f\u5e9c\u6a5f\u95a2\u5411\u3051\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u3059\u308b\u80fd\u529b\u3092\u5099\u3048\u3001\u571f\u7740\u306e\u6280\u8853\u3092\u80b2\u6210\u3059\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30a4\u30f3\u30c9\u534a\u5c0e\u4f53\u30df\u30c3\u30b7\u30e7\u30f3\u306e\u3088\u3046\u306a\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u4e0b\u3067\u8a2d\u8a08\u3055\u308c\u308b\u3002<\/h3><h3>\u00a0\u00a0<b>\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb<\/b> \u306f\u3001\u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08HPC\uff09\u3068AI\u958b\u767a\u306e\u5730\u57df\u30cf\u30d6\u3068\u3057\u3066\u3001\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u6280\u8853\u3092\u99c6\u4f7f\u3057\u305f\u30bb\u30ad\u30e5\u30a2\u306a\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u904b\u55b6\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u30ed\u30b7\u30a2<\/h3><h3>\u8ecd\u4e8b\u304a\u3088\u3073\u30a8\u30cd\u30eb\u30ae\u30fc\u5206\u91ce\u3078\u306e\u5fdc\u7528\uff08\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u3001\u56fa\u6709\u8a2d\u8a08\uff09<br \/>\u6b27\u7c73\u306e\u5236\u88c1\u306b\u3088\u308a\u3001\u30ed\u30b7\u30a2\u306f\u6700\u5148\u7aef\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff08\u5148\u9032\u7684\u306aGPU\u3068HBM\u6280\u8853\uff09\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u4e0a\u3067\u5927\u304d\u306a\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u3002<\/h3><h3>\u00a0\u305d\u306e\u7126\u70b9\u306f\u3001\u4e3b\u306b\u56fd\u9632\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u5206\u91ce\u5411\u3051\u306e\u56fd\u7523\u30de\u30a4\u30af\u30ed\u30a8\u30ec\u30af\u30c8\u30ed\u30cb\u30af\u30b9\u3068ASIC\u8a2d\u8a08\u306e\u958b\u767a\u306b\u3042\u308a\u3001\u65e7\u4e16\u4ee3\u3067\u3042\u308a\u306a\u304c\u3089\u8ecd\u4e8b\u7684\u306b\u5b9f\u884c\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u7d66\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u5b64\u7acb\u306f\u3001\u56fd\u5185\u751f\u7523\u3068\u4e26\u884c\u8f38\u5165\u3078\u306e\u4f9d\u5b58\u3092\u5fc5\u8981\u3068\u3057\u3001\u56fd\u969b\u7684\u306a\u5546\u696dAI\u306e\u7af6\u4e89\u529b\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u304c\u3001\u7279\u5b9a\u306e\u8ecd\u4e8b\u7528\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u6280\u8853\u9769\u65b0\u3092\u63a8\u9032\u3057\u3066\u3044\u308b\u3002<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\u4e2d\u6771<\/h3><h3>\u00a0\u6226\u7565\u7684\u6295\u8cc7\u3001\u8a2d\u8a08\u3001\u8cb7\u53ce\uff08GPU\u3001ASIC\u3001HPC\uff09<br \/>\u4e2d\u6771\u306e\u30c8\u30c3\u30d7\u8af8\u56fd\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u3001\u3057\u304b\u3057\u540c\u69d8\u306b\u91cd\u8981\u306a\u6226\u7565\u3092\u8ffd\u6c42\u3057\u3066\u3044\u308b\u3002<\/h3><h3>\u00a0\u00a0\u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\u3068\u30a2\u30e9\u30d6\u9996\u9577\u56fd\u9023\u90a6\u306f\u3001\u5927\u898f\u6a21\u306aGPU\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u95a2\u9023\u3059\u308bHBM\u6280\u8853\u3092\u7372\u5f97\u3057\u3001\u4e16\u754c\u30af\u30e9\u30b9\u306e\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08HPC\uff09\u3068\u30bd\u30d6\u30ea\u30f3AI\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u653f\u5e9c\u7cfb\u30d5\u30a1\u30f3\u30c9\u306b\u3088\u308b\u5927\u898f\u6a21\u306a\u6295\u8cc7\u3092\u901a\u3058\u3066\u3001\u4e16\u754c\u7684\u306aAI\u30cf\u30d6\u306b\u306a\u308b\u305f\u3081\u306e\u7a4d\u6975\u7684\u306a\u8a08\u753b\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u3002<\/h3><h3>\u3057\u304b\u3057\u30a4\u30b9\u30e9\u30a8\u30eb\u306f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8a2d\u8a08\u3001\u7814\u7a76\u958b\u767a\u3001\u7279\u6b8a\u306aASIC\u3084NPU\u306e\u88fd\u9020\u306b\u5f37\u307f\u3092\u767a\u63ee\u3057\u3066\u3044\u308b\u3002\u534a\u5c0e\u4f53\u7814\u7a76\u958b\u767a\u3068\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u6df1\u3044\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u7528\u3057\u3001\u30a4\u30b9\u30e9\u30a8\u30eb\u306f\u6b21\u4e16\u4ee3\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068AI\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u306e\u91cd\u8981\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u30fb\u30bb\u30f3\u30bf\u30fc\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u3057\u3070\u3057\u3070\u7c73\u56fd\u306e\u30cf\u30a4\u30c6\u30af\u5927\u624b\u3068\u7dca\u5bc6\u306b\u5354\u529b\u3057\u3066\u3044\u308b\u3002<\/h3><h3>\u3053\u306e\u5730\u57df\u306f\u3001\u8cc7\u672c\u96c6\u7d04\u7684\u306a\u8cb7\u53ce\u3068\u77e5\u7684\u8ca1\u7523\u306e\u5275\u9020\u306b\u4e8c\u91cd\u306e\u7126\u70b9\u3092\u5f53\u3066\u3066\u304a\u308a\u3001\u975e\u5e38\u306b\u6226\u7565\u7684\u3067\u3042\u308b\u3002<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">\u30e8\u30fc\u30ed\u30c3\u30d1\u3068EU<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u502b\u7406\u3068\u4e3b\u6a29\uff08NPU\u3001ASIC\uff09<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">EU\u306f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u4e3b\u6a29\u306b\u52aa\u3081\u3066\u3044\u308b\u304c\u3001\u30cf\u30a4\u30a8\u30f3\u30c9GPU\u5e02\u5834\u3067\u306f\u5927\u304d\u304f\u9045\u308c\u3092\u3068\u3063\u3066\u3044\u308b\u3002CHIPS\u6cd5\u306f\u3001\u534a\u5c0e\u4f53\u88fd\u9020\u3078\u306e\u8a18\u5ff5\u7891\u7684\u306a\u6295\u8cc7\u3092\u958b\u59cb\u3057\u305f\u3002<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u502b\u7406\u7684\u306aAI\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u3001\u5236\u5fa1\u53ef\u80fd\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff08\u72ec\u81ea\u306eNPU\u3084ASIC\u958b\u767a\u306a\u3069\uff09\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u30cf\u30f3\u30ac\u30ea\u30fc\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30fb\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u306e\u958b\u767a\u3092\u901a\u3058\u3066\u3001\u3053\u306e\u5730\u57df\u306eAI\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u5730\u56f3\u306b\u305d\u306e\u4f4d\u7f6e\u3092\u6c42\u3081\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u6226\u7565\u7684\u306a\u52d5\u304d\u3067\u3042\u308b\u3002<\/h3><\/div><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\u5357\u7c73\u3068\u30a2\u30d5\u30ea\u30ab\u3060\uff1a<\/h3><h3>\u00a0AI\u6d3b\u7528\u306e\u65b0\u305f\u306a\u62e0\u70b9\uff08\u30a8\u30c3\u30b8AI\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\uff09<\/h3><h3>\u3053\u308c\u3089\u306e\u5730\u57df\u3067\u306fAI\u306e\u5c0e\u5165\u304c\u6025\u901f\u306b\u9032\u3093\u3067\u304a\u308a\u3001\u6700\u5148\u7aef\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u88fd\u9020\u3088\u308a\u3082\u3080\u3057\u308d\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30a8\u30c3\u30b8AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u4e3b\u773c\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u3002<\/h3><h3>\u00a0\u30d6\u30e9\u30b8\u30eb\uff08\u5357\u7c73\uff09\u3084\u5357\u30a2\u30d5\u30ea\u30ab\uff08\u30a2\u30d5\u30ea\u30ab\uff09\u306e\u3088\u3046\u306a\u56fd\u3005\u306f\u3001MI\u7814\u7a76\u3068\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u958b\u767a\u3067\u30ea\u30fc\u30c9\u3057\u3066\u3044\u308b\u3002\u5f7c\u3089\u306e\u6226\u7565\u7684\u7126\u70b9\u306f\u3001\u8fb2\u696d\u306e\u6700\u9069\u5316\u3001\u91d1\u878d\u5305\u6442\u3001\u533b\u7642\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u3044\u3063\u305f\u5730\u57df\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044NPU\u3084\u65e7\u4e16\u4ee3\u306eGPU\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u9577\u671f\u7684\u306a\u6226\u7565\u3068\u3057\u3066\u306f\u3001\u56fd\u969b\u7684\u306a\u6295\u8cc7\u3092\u547c\u3073\u8fbc\u307f\u3001\u30bd\u30d6\u30ea\u30f3\u3067\u5f3e\u529b\u6027\u306e\u3042\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30a4\u30f3\u30d5\u30e9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/h3><\/div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">\u30a2\u30e1\u30ea\u30ab\u3060\uff1a<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30f3\u30b8\u30f3\uff08GPU\u3001HBM\u3001NVLINK\uff09<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">\u7c73\u56fd\u306fAI\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u7814\u7a76\u958b\u767a\u306b\u304a\u3044\u3066\u4e16\u754c\u306e\u30c8\u30c3\u30d7\u30e9\u30f3\u30ca\u30fc\u3067\u3042\u308a\u3001\u4e3b\u8981\u306a\u30c1\u30c3\u30d7\u8a2d\u8a08\u30fb\u88fd\u9020\u4f01\u696d\uff08NVIDIA\u3001AMD\u3001\u30a4\u30f3\u30c6\u30eb\uff09\u3092\u64c1\u3057\u3066\u3044\u308b\u3002<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0GPU\u3001NVLINK\u3001HBM\u306e\u8a2d\u8a08\u3067\u5f97\u3089\u308c\u305f\u512a\u4f4d\u6027\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u8a08\u7b97\u306b\u304a\u3044\u3066\u9003\u308c\u3089\u308c\u306a\u3044\u512a\u4f4d\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002DARPA\u3084\u305d\u306e\u4ed6\u306e\u653f\u5e9c\u6a5f\u95a2\u306f\u3001\u6b21\u4e16\u4ee3\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff08TPU\u4ee3\u66ff\u54c1\u3001ASIC\u306a\u3069\uff09\u306e\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u3001\u4ed6\u306b\u985e\u3092\u898b\u306a\u3044\u8cc7\u91d1\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u6280\u8853\u7684\u512a\u4f4d\u6027\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u306f\u3001\u56fd\u5bb6\u5b89\u5168\u4fdd\u969c\u4e0a\u306e\u91cd\u8981\u306a\u76ee\u6a19\u3067\u3059\u3002<\/h3><\/div><h3 data-path-to-node=\"35\">\u00a0<\/h3><h3>B.\u7af6\u4e89\u306e\u30ea\u30b9\u30af\uff1a <br \/>\u30b3\u30a4\u30f3\u306e\u30c0\u30fc\u30af\u30b5\u30a4\u30c9<\/h3><h3>\u00a0<\/h3><ol start=\"1\" data-path-to-node=\"36\"><li><h3 data-path-to-node=\"36,0,0\"><b><a href=\"https:\/\/www.oecd.org\/en\/publications\/competition-in-artificial-intelligence-infrastructure_623d1874-en\/full-report\/component-5.html\">\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3<\/a> \u8106\u5f31\u6027\uff1a<\/b><\/h3><h3>\u304c\u5730\u7406\u7684\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u3002 <a href=\"https:\/\/docs.nvidia.com\/ai-enterprise\/planning-resource\/ai-factory-white-paper\/latest\/introduction.html\">\u30c1\u30c3\u30d7\u88fd\u9020<\/a> (\u7279\u306b\u6700\u5148\u7aef\u306e <b>GPU\u3001TPU\u3001ASIC<\/b>\u4f8b\u3048\u3070\u3001\u53f0\u6e7e\uff09\u306f <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u8106\u5f31\u6027\u306e\u30dd\u30a4\u30f3\u30c8\u3002\u6f5c\u5728\u7684\u306a\u30b3\u30f3\u30d5\u30ea\u30af\u30c8\u306f <b>\u5373\u6642<\/b> \u4e16\u754c\u7684\u306a\u7d4c\u6e08\u7684\u30fb\u8ecd\u4e8b\u7684\u7834\u5c40\u3002<\/h3><\/li><li><h3 data-path-to-node=\"36,1,0\"><b>\u6280\u8853\u306e\u975e\u5bfe\u79f0\u6027\u3068\u958b\u767a\u683c\u5dee\uff1a<\/b><\/h3><h3>\u5148\u9032\u7684\u306a\u6280\u8853\u306b\u306f\u975e\u5e38\u306b\u9ad8\u3044\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u4f34\u3046\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> (\u4f8b <b>GPU<\/b> \u6700\u65b0\u306e <b>HBM<\/b>)\u3001\u6280\u8853\u5927\u56fd\u3068\u767a\u5c55\u9014\u4e0a\u56fd\u306e\u9593\u306b\u307e\u3059\u307e\u3059\u5e83\u304c\u308b\u683c\u5dee\u304c\u751f\u307e\u308c\u3064\u3064\u3042\u308b\u3002\u3053\u306e\u975e\u5bfe\u79f0\u6027 <b>\u4f59\u5100\u306a\u304f<\/b> \u5730\u653f\u5b66\u7684\u7dca\u5f35\u3092\u60aa\u5316\u3055\u305b\u308b\u3002<\/h3><\/li><li><h3 data-path-to-node=\"36,2,0\"><b>\u6fc0\u5316\u3059\u308b\u8ecd\u62e1\u7af6\u4e89<br \/><\/b><br \/>\u00a0\u306b\u3064\u3044\u3066 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u7279\u306b <b>TPU\/ASIC<\/b> \u30b7\u30b9\u30c6\u30e0\uff09\u306e\u666e\u53ca\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 <b>\u81f4\u6b7b\u6027<\/b> \u81ea\u5f8b\u578b\u5175\u5668\u30b7\u30b9\u30c6\u30e0 <b>\u6c7a\u5b9a\u7684<\/b> \u6226\u7565\u7684\u5b89\u5b9a\u306e\u4e0d\u5b89\u5b9a\u5316<\/h3><\/li><\/ol><hr data-path-to-node=\"37\" \/><h3 data-path-to-node=\"38\">\u00a0<\/h3><h2>4.\u6226\u7565\u7684\u52d5\u5411<\/h2><h3>AI\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u304a\u3051\u308b\u6a29\u529b\u306e\u518d\u914d\u5206\u00a0<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"39\">\u7279\u5316\u3057\u305f\u8ef8\u306b\u6cbf\u3063\u3066 <b><a href=\"https:\/\/www.idc.com\/resource-center\/blog\/global-memory-shortage-crisis-market-analysis-and-the-potential-impact-on-the-smartphone-and-pc-markets-in-2026\/\">\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/a><\/b> \u305d\u3057\u3066\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3067\u3042\u308b\u3002 <b>\u57fa\u672c\u7684\u306b<\/b> \u6226\u7565\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u304c\u5c55\u958b\u3055\u308c\u3064\u3064\u3042\u308b\u3002 <b>\u3075\u304b\u3072<\/b> \u6a29\u529b\u306e\u518d\u914d\u5206\u3002<\/h3><h3 data-path-to-node=\"40\">\u00a0<\/h3><h3>A.\u8a08\u7b97\u80fd\u529b\u306e\u5206\u6563\u5316\uff08\u30a8\u30c3\u30b8AI\uff09<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"41\">\u306e\u6700\u3082\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u306e\u767a\u5c55\u306f\u3001\u4e2d\u592e\u96c6\u6a29\u7684\u306a\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u304b\u3089\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u8a08\u7b97\u80fd\u529b\u306e\u30b7\u30d5\u30c8\u3067\u3042\u308b\u3002 <b>\u30a8\u30c3\u30b8<\/b>.<\/h3><ul data-path-to-node=\"42\"><li><h3 data-path-to-node=\"42,0,0\"><b>NPU\u306e\u512a\u4f4d\u6027<\/b><\/h3><h3>\u306e\u5927\u91cf\u63a1\u7528\u304c\u59cb\u307e\u3063\u305f\u3002 <b>NPU<\/b> \u30e2\u30d0\u30a4\u30eb\u6a5f\u5668\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u81ea\u5f8b\u8d70\u884c\u8eca\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8d85\u9ad8\u901f\u306aAI\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u6700\u5c0f\u9650\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3067\u53ef\u80fd\u306b\u3059\u308b\u3002\u3053\u308c\u306f <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u6a5f\u80fd\u306f\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3059\u308b\u3002 <b>\u985e\u306e\u306a\u3044<\/b> \u9632\u885b\u30fb\u7523\u696d\u90e8\u9580\u3078\u306e\u67d4\u8edf\u6027<\/h3><\/li><li><h3 data-path-to-node=\"42,1,0\"><b>\u30af\u30e9\u30a6\u30c9\u3068\u30a8\u30c3\u30b8\u306e\u76f8\u4e57\u52b9\u679c\uff1a<\/b><\/h3><h3>\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u308b\u3002 <b>GPU\/TPU<\/b> \u30af\u30e9\u30b9\u30bf\u304c\u3001\u63a8\u8ad6\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e <b>\u6700\u9069\u5316<\/b> \u306b\u3088\u3063\u3066\u30ed\u30fc\u30ab\u30eb\u306b\u5b9f\u884c\u3055\u308c\u308b\u3002 <b>NPU<\/b>.\u3053\u306e\u7d50\u679c <b>\u672a\u516c\u958b<\/b> \u52b9\u7387\u7684\u3060\u3002<\/h3><\/li><\/ul><h3 data-path-to-node=\"43\">\u00a0<\/h3><h3>B.\u898f\u7bc4\u3092\u3081\u3050\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89\u3068 <a href=\"https:\/\/sagroups.ieee.org\/ai-sc\/standards\/\">\u898f\u683c<\/a><\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"44\">\u30a2\u30f3 <b>\u5168\u9762\u7684<\/b> \u3092\u3081\u3050\u3063\u3066\u4e16\u754c\u7684\u306a\u7af6\u4e89\u304c\u7e70\u308a\u5e83\u3052\u3089\u308c\u3066\u3044\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u6280\u8853\u8d85\u5927\u56fd\u306f\u3001\u81ea\u793e\u72ec\u81ea\u306e\u6280\u8853\uff08\u4f8b\u3048\u3070 <b>\u30a8\u30cc\u30d6\u30a4\u30ea\u30f3\u30af<\/b> \u30d7\u30ed\u30c8\u30b3\u30eb\u306b\u5f93\u3046\u3001 <b>HBM<\/b> \u76f8\u4e92\u4f5c\u7528\u306e\u57fa\u6e96\uff09\u304c\u4e16\u754c\u7684\u306a\u898f\u7bc4\u306e\u57fa\u790e\u3068\u306a\u308b\u3002<\/h3><ul data-path-to-node=\"45\"><li><h3 data-path-to-node=\"45,0,0\"><b>\u5e02\u5834\u898f\u5236\u306e\u512a\u4f4d\u6027<\/b><\/h3><h3>\u8ab0\u304c\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u306e\u304b\uff08\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30c8\u30b3\u30eb\uff09\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u304a\u3051\u308b\u6700\u9069\u5316\uff09\u306f\u3001\u9577\u671f\u7684\u306a\u5229\u76ca\u3092\u3082\u305f\u3089\u3059\u3002 <b>\u5730\u653f\u5b66\u7684\u5f71\u97ff\u529b<\/b> \u305d\u3057\u3066 <b>\u3057\u3058\u3087\u3046\u3086\u3046\u3044<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"45,1,0\"><b>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<br \/><\/b><br \/>\u00a0RISC-V\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3002 <b>ASIC\/NPU<\/b> \u958b\u767a\uff09\u306f\u3001\u9589\u9396\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u5bfe\u6975\u306b\u3042\u308b\u3082\u306e\u3092\u4f5c\u308a\u51fa\u3057\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u63d0\u4f9b\u3059\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u306e\u5c0f\u56fd\u3084\u4f01\u696d\u306b\u81ea\u7531\u3092\u4e0e\u3048\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3092\u958b\u767a\u3057\u305f\u3002<\/h3><\/li><\/ul><hr data-path-to-node=\"46\" \/><h3 data-path-to-node=\"47\">\u00a0<\/h3><h2>5.\u7523\u696d\u304a\u3088\u3073\u52b4\u50cd\u5e02\u5834\u3078\u306e\u5f71\u97ff<br \/>\u00a0\u751f\u7523\u9769\u547d\u3068\u3057\u3066\u306eAI\uff0b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"48\">AI\u3068\u5c02\u9580\u5bb6\u306e\u7d44\u307f\u5408\u308f\u305b <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3092\u958b\u59cb\u3057\u3066\u3044\u308b\u3002 <b>\u3075\u304b\u3072<\/b> \u65b0\u3057\u3044 <b>\u7523\u696d\u9769\u547d<\/b>.<\/h3><h3 data-path-to-node=\"49\">\u00a0<\/h3><h3>\u81ea\u52d5\u5316\u3068\u65b0\u3057\u3044\u5f79\u5272<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"50\">\u306b\u3064\u3044\u3066 <b>\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/b> \u529b <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u7279\u306b <b>GPU<\/b> \u305d\u3057\u3066 <b>\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def<\/b>)\u306f\u3001\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u53ef\u80fd\u306a\u7523\u696d\u306b\u304a\u3044\u3066\u6700\u3082\u9855\u8457\u3067\u3042\u308b\uff1a<\/h3><ul data-path-to-node=\"51\"><li><h3 data-path-to-node=\"51,0,0\"><b>\u91d1\u878d\u3068\u5e02\u5834\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff1a<\/b> <br \/><b><br \/>GPU\/TPU<\/b> \u9ad8\u983b\u5ea6\u53d6\u5f15(HFT)\u3068\u30ea\u30b9\u30af\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u52a0\u901f\u3055\u305b\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3092\u78ba\u5b9f\u306b\u3057\u307e\u3059\u3002 <b>\u30e6\u30cb\u30fc\u30af<\/b> \u7af6\u4e89\u4e0a\u306e\u512a\u4f4d\u6027<\/h3><\/li><li><h3 data-path-to-node=\"51,1,0\"><b>\u30c9\u30e9\u30c3\u30b0\u30c7\u30b6\u30a4\u30f3\uff1a<\/b><\/h3><h3>\u5206\u5b50 <b>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/b> \u3067\u5b9f\u884c\u3055\u308c\u308bAI\u8a3a\u65ad <b>GPU\/HBM<\/b> \u30af\u30e9\u30b9\u30bf\u306e\u7d50\u679c <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u3067\u7a81\u7834\u53e3\u3092\u958b\u304f\u3002 <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b> \u516c\u8846\u885b\u751f\u3078\u306e\u5f71\u97ff<\/h3><\/li><\/ul><h3 data-path-to-node=\"52\"><b>\u65b0\u3057\u3044\u3001\u91cd\u8981\u306a\u5f79\u5272\uff1a<br \/><\/b><br \/>\u00a0\u3053\u306e\u3088\u3046\u306a\u6280\u8853\u7684\u306a <b>\u7834\u58ca<\/b>\u65b0\u305f\u306a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u30dd\u30b8\u30b7\u30e7\u30f3\u304c\u751f\u307e\u308c\u3064\u3064\u3042\u308b\uff1a<\/h3><ul data-path-to-node=\"53\"><li><h3 data-path-to-node=\"53,0,0\"><b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\/\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5171\u540c\u8a2d\u8a08\u30a8\u30f3\u30b8\u30cb\u30a2\uff1a<br \/><\/b><br \/>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u76f4\u63a5\u6700\u9069\u5316\u3059\u308b\u5c02\u9580\u5bb6 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> (<b>ASIC\u3001NPU\u3001TPU<\/b>).\u3053\u306e\u80fd\u529b\u306f <b>\u8cb4\u91cd<\/b> \u6226\u7565\u7684\u512a\u4f4d\u6027<\/h3><\/li><li><h3 data-path-to-node=\"53,1,0\"><b>\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c8<\/b><\/h3><h3>\u306e\u52b9\u7387\u7684\u306a\u904b\u55b6\u306b\u8cac\u4efb\u3092\u6301\u3064\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3067\u3042\u308b\u3002 <b>GPU<\/b> \u3092\u4ecb\u3057\u3066\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u3002 <b>\u30a8\u30cc\u30d6\u30a4\u30ea\u30f3\u30af<\/b>\u3068\u540c\u69d8\u3067\u3042\u308b\u3002 <b>HBM<\/b> \u30e1\u30e2\u30ea\u30b7\u30b9\u30c6\u30e0\u3002<\/h3><\/li><\/ul><h3 data-path-to-node=\"54\">\u00a0<\/h3><h3>\u52b4\u50cd\u529b\u4e0d\u8db3\u3068\u6226\u7565\u7684\u6559\u80b2<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"55\">\u958b\u767a\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u969c\u5bb3 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u30d9\u30fc\u30b9\u306eAI\u80fd\u529b\u3067\u3042\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> <b>\u52b4\u50cd\u529b\u4e0d\u8db3<\/b>. <b>\u5373\u6642<\/b> \u305d\u3057\u3066\u9577\u671f\u7684\u306a\u6559\u80b2\u6226\u7565\u304c\u5fc5\u8981\u3067\u3042\u308b\uff1a<\/h3><ul data-path-to-node=\"56\"><li><h3 data-path-to-node=\"56,0,0\"><b>\u6226\u7565\u7684\u6559\u80b2\uff1a<\/b> <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u7279\u5b9a\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff08\u534a\u5c0e\u4f53\u3001 <b>\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def<\/b> \u3092\u30c7\u30b6\u30a4\u30f3\u3057\u305f\u3001 <b>\u30a8\u30cc\u30d4\u30fc\u30e6\u30fc<\/b> \u958b\u767a)\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u56fd\u5bb6\u30ec\u30d9\u30eb\u306e\u3082\u306e\u3067\u3042\u308b\u3002 <b>\u6226\u7565\u7684\u8981\u8acb<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"57\" \/><h3 data-path-to-node=\"58\">\u00a0<\/h3><h2>6.\u502b\u7406\u7684\u3001\u6cd5\u7684\u3001\u793e\u4f1a\u7684\u5074\u9762-\u3002 <br \/>AI\uff0b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u898f\u5236\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"59\">\u5c02\u9580\u5316\u3055\u308c\u305fAI\u80fd\u529b <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u4f5c\u308b <b>\u502b\u7406\u7684\u3001\u6cd5\u7684\u3001\u793e\u4f1a\u7684<\/b> \u898f\u5236 <b>\u4f59\u5100\u306a\u304f<\/b> \u7dca\u6025\u3060\u3002<\/h3><h3 data-path-to-node=\"60\">\u00a0<\/h3><h3>\u6c11\u751f\u7528\u3068\u8ecd\u4e8b\u7528\uff1a\u4e8c\u91cd\u4f7f\u7528\u306e\u30b8\u30ec\u30f3\u30de<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"61\"><b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u7279\u306b <b>TPU\/ASIC<\/b> \u30b7\u30b9\u30c6\u30e0\uff09\u306e\u958b\u767a\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 <b>\u81f4\u6b7b\u6027<\/b> \u8ecd\u4e8b\u7684\u5fdc\u7528\u3002\u3053\u308c\u306f <b>\u3051\u3093\u305f\u3044<\/b> \u6280\u8853\u7684\u306a\u30b8\u30ec\u30f3\u30de\u306f\u3001\u4e16\u754c\u7684\u306a\u898f\u5236\u306b\u304a\u3051\u308b**\u91cd\u5927\u306a**\u7dca\u5f35\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u308b\u3002<\/h3><ul data-path-to-node=\"62\"><li><h3 data-path-to-node=\"62,0,0\"><b>\u5f53\u9762\u306e\u30ea\u30b9\u30af\uff1a<\/b><\/h3><h3>\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 <b>\u6307\u6570\u7684<\/b> \u666e\u53ca <b>\u507d\u60c5\u5831<\/b> \u305d\u3057\u3066\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u8fc5\u901f\u3067\u6a19\u7684\u3092\u7d5e\u3063\u305f\u5b9f\u884c\u3067\u3042\u308b\u3002<br \/>\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u306e\u8f38\u51fa\u3068\u56fd\u5185\u5229\u7528\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u89b3\u70b9\u304b\u3089\u691c\u8a0e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002 <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u56fd\u5bb6\u5b89\u5168\u4fdd\u969c\u306e\u89b3\u70b9\u304b\u3089<\/h3><\/li><\/ul><h3 data-path-to-node=\"63\">\u00a0<\/h3><h3>\u898f\u5236\u5f53\u5c40\u3068\u502b\u7406\u7684\u76f8\u9055<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"64\"><li><h3 data-path-to-node=\"64,1,0\"><b>\u4e2d\u56fd\u3060\uff1a<\/b><\/h3><h3>\u6280\u8853\u7684\u306a\u7126\u70b9 <b>\u4e00\u5143\u7684<\/b> \u72b6\u614b <b>\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"64,1,0\"><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u897f\u5074\uff08EU\/\u7c73\u56fd\uff09\uff1a\u00a0<br \/><\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\"><br \/>\u3092\u91cd\u8996\u3059\u308b\u3002<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u4eba\u9593\u4e2d\u5fc3<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u30a2\u30d7\u30ed\u30fc\u30c1\u3001\u900f\u660e\u6027\u3001<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u30c7\u30fc\u30bf\u4fdd\u8b77<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u305d\u3057\u3066<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u53cd\u5dee\u5225<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">.EU\u306eAI\u6cd5\u306f<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u57fa\u672c\u7684<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u5927\u4f01\u696d\u306e\u305f\u3081\u306e\u6cd5\u7684\u67a0\u7d44\u307f<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">GPU<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">-\u30d9\u30fc\u30b9\u306eAI\u30b7\u30b9\u30c6\u30e0\u3002<\/span><\/h3><\/li><\/ul><h3>\u793e\u4f1a\u7684\u7d50\u675f\u3068\u8105\u5a01<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"66\">\u304c\u53ef\u80fd\u306b\u3059\u308b\u8d85\u9ad8\u901fAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b <b>\u793e\u4f1a\u7684\u4e0d\u5e73\u7b49<\/b>\u6280\u8853\u7684\u512a\u4f4d\u6027\u306e\u7372\u5f97\u304c\u5c11\u6570\u306e\u30a8\u30ea\u30fc\u30c8\u306e\u624b\u306b\u96c6\u4e2d\u3059\u308b\u305f\u3081\u3067\u3042\u308b\u3002<\/h3><h3>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30d9\u30fc\u30b9\u306eAI\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <b>\u4fe1\u3058\u3089\u308c\u306a\u3044<\/b> \u30b9\u30d4\u30fc\u30c9\u3001\u305d\u3057\u3066 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u8105\u5a01 <b>\u6c11\u4e3b\u7684\u30d7\u30ed\u30bb\u30b9<\/b> \u305d\u3057\u3066\u5e02\u6c11\u306e\u81ea\u7531\u3002 <b>\u30ea\u30b9\u30af\u7ba1\u7406<\/b> \u793e\u4f1a\u7684\u4fe1\u983c\u306f <b>\u3075\u304b\u3072<\/b>.<\/h3><hr data-path-to-node=\"67\" \/><h3 data-path-to-node=\"68\">\u00a0<\/h3><h2>7.\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3068\u30ea\u30bf\u30fc\u30f3 - \u6295\u8cc7\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306eAI\uff0b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"69\">\u5c02\u9580\u5206\u91ce\u3078\u306e\u6295\u8cc7 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u305d\u3057\u3066\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306f\u3001\u305d\u306e\u6e90\u3067\u3042\u308b\u3002 <b>\u8cb4\u91cd<\/b> \u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3068 <b>\u985e\u306e\u306a\u3044<\/b> \u6295\u8cc7\u53ce\u76ca\u7387\uff08ROI\uff09\u3002<\/h3><h3 data-path-to-node=\"70\">\u00a0<\/h3><h3>ROI\u306e\u6700\u5927\u5316<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"71\"><b>\u5373\u6642\u30ea\u30bf\u30fc\u30f3\u306e\u5177\u4f53\u4f8b\uff1a<\/b><\/h3><ol start=\"1\" data-path-to-node=\"72\"><li><h3 data-path-to-node=\"72,0,0\"><b>\u533b\u85ac\u54c1\u958b\u767a\uff1a<\/b> AI\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 <b>GPU\/HBM<\/b> \u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u6cbb\u9a13\u306e\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u6700\u592780%\u307e\u3067\u5287\u7684\u306b\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306f <b>\u5373\u6642<\/b> \u5e02\u5834\u3067\u306e\u512a\u4f4d\u6027\u3068\u6570\u5341\u5104\u306e\u53ce\u76ca\u3002<\/h3><\/li><li><h3 data-path-to-node=\"72,1,0\"><b>\u30ab\u30b9\u30bf\u30e0ASIC\u958b\u767a\uff1a<\/b> \u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u72ec\u81ea\u306e\u8a2d\u8a08 <b>ASIC<\/b> (AI\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\uff09\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3059\u308b <b>\u6307\u6570\u7684<\/b> \u7af6\u5408\u4ed6\u793e\u306b\u5bfe\u3059\u308b\u52b9\u7387\u6027\u306e\u5411\u4e0a <b>\u30a2\u30f3\u30b9\u30c8\u30c3\u30d1\u30d6\u30eb<\/b> \u30c6\u30af\u30ce\u30ed\u30b8\u30ab\u30eb <b>\u3086\u3046\u305b\u3044<\/b>.<\/h3><\/li><\/ol><h3 data-path-to-node=\"73\">\u00a0<\/h3><h3>\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u512a\u4f4d\u6027\u3068\u7af6\u4e89\u529b<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"74\">AI\uff0b\uff08\u30d7\u30e9\u30b9 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u306e\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308b\u3002 <b>\u985e\u306e\u306a\u3044<\/b> \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30d4\u30fc\u30c9\u3068 <b>\u6226\u7565\u7684\u512a\u4f4d\u6027<\/b>. <b>GPU\/TPU<\/b> \u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 <b>\u672a\u516c\u958b<\/b> \u30b9\u30b1\u30fc\u30eb\u30e2\u30c7\u30eb\u3068 <b>\u6b20\u304b\u305b\u306a\u3044<\/b> <b>\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/b> \u7af6\u5408\u4ed6\u793e\u304c\u3064\u3044\u3066\u3044\u3051\u306a\u3044\u7814\u7a76\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3059\u308bAI\u30e2\u30c7\u30eb\u3092\u534a\u5e74\u65e9\u304f\u5c0e\u5165\u3067\u304d\u308b\u4f01\u696d <b>\u5bb9\u8d66\u306a\u304f<\/b> \u3092\u56fa\u3081\u3066\u3044\u308b\u3002 <b>\u3057\u3058\u3087\u3046\u3086\u3046\u3044<\/b>.<\/h3><h3 data-path-to-node=\"75\">\u00a0<\/h3><h3>\u30ea\u30b9\u30af\u7ba1\u7406<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"76\">\u30d3\u30b8\u30cd\u30b9\u30ea\u30b9\u30af\u306e\u6226\u7565\u7684\u8ee2\u63db <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3092\u7af6\u4e89\u4e0a\u306e\u512a\u4f4d\u6027\u306b\u5909\u3048\u308b\u3002 <b>GPU<\/b>-\u30d9\u30fc\u30b9 <b>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/b> \u3068\u4e88\u6e2cAI\u30c4\u30fc\u30eb\u306f\u3001\u30ea\u30b9\u30af\u3092\u4e88\u6e2c\u3057\u7121\u529b\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <b>\u4fe1\u3058\u3089\u308c\u306a\u3044<\/b> \u7cbe\u5ea6\u304c\u9ad8\u3044\u3002\u3053\u306e <b>\u3075\u304b\u3072<\/b> \u5148\u898b\u306e\u660e\u3068\u306f <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u6210\u529f\u306e\u9375<\/h3><hr data-path-to-node=\"77\" \/><h3 data-path-to-node=\"78\">\u00a0<\/h3><h2>8.\u4e88\u6e2c\u3068\u30b7\u30ca\u30ea\u30aa\uff1a2050\u5e74\u30682100\u5e74\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"79\">\u5c02\u9580\u5316\u306e\u9032\u5316 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u305d\u3057\u3066AI\u306f <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b> \u5730\u653f\u5b66\u3068\u6587\u660e\u306e\u672a\u6765\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3002<\/h3><h3 data-path-to-node=\"80\">\u00a0<\/h3><h3>\u672a\u6765\u306e\u4e16\u754c\u30e2\u30c7\u30eb\uff1a2050\u5e74<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"81\">\u5730\u653f\u5b66\u7684\u30d1\u30ef\u30fc\u30b7\u30d5\u30c8\u306e\u30b7\u30ca\u30ea\u30aa <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u5f37\u5316\u3055\u308c\u305fAI\uff1a<\/h3><ol start=\"1\" data-path-to-node=\"82\"><li><h3 data-path-to-node=\"82,0,0\"><b>\u6280\u8853\u7684\u4e8c\u6975\u4e16\u754c\uff08\u5c24\u3082\uff09\uff1a<\/b><\/h3><h3>\u7af6\u5408\u3059\u308b2\u3064\u306e\u30af\u30ed\u30fc\u30ba\u30c9AI<b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u751f\u614b\u7cfb\uff08\u30a2\u30e1\u30ea\u30ab\uff0f\u897f\u5074\u5bfe\u4e2d\u56fd\uff0f\u540c\u76df\u56fd\uff09\u304c\u51fa\u73fe\u3059\u308b\u3002\u3053\u308c\u306f <b>\u7121\u6148\u60b2<\/b> \u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u30fb\u30c9\u30e9\u30a4\u30d6 <b>\u6307\u6570\u7684<\/b> \u6280\u8853\u7684\u9032\u6b69\u306f\u7d99\u7d9a\u7684\u306a\u3082\u306e\u3067\u3042\u308b\u3002 <b>\u6226\u7565\u7684\u7dca\u5f35<\/b>. <b>GPU\/ASIC<\/b> \u512a\u4f4d\u6027\u304c\u4e3b\u6226\u5834\u3067\u3042\u308b\u3002<\/h3><\/li><li><h3 data-path-to-node=\"82,1,0\"><b>\u591a\u6975\u7684\u306a\u6280\u8853\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\uff1a<\/b><\/h3><h3>\u8907\u6570\u306e\u5730\u57dfAI<b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30d1\u30ef\u30fc\u30bb\u30f3\u30bf\u30fc\uff08EU\u3001\u30a4\u30f3\u30c9\u3001\u65e5\u672c\uff0f\u97d3\u56fd\u3001\u7c73\u56fd\u3001\u4e2d\u56fd\uff09\u304c\u767a\u5c55\u3057\u3001\u305d\u308c\u3089\u306f\u76f8\u4e92\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\uff08\u4f8b\uff0e <b>HBM<\/b>).<\/h3><\/li><\/ol><h3 data-path-to-node=\"83\">\u00a0<\/h3><h3>\u610f\u601d\u6c7a\u5b9a\u4e3b\u4f53\u3068\u3057\u3066\u306eAI<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"84\"><b>2050-2100:<\/b><\/h3><h3>\u6b21\u4e16\u4ee3\u306e <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> (\u91cf\u5b50\u6700\u9069\u5316\u30c1\u30c3\u30d7\u306a\u3069\uff09\u306b\u3088\u308a\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002 <b>\u30b9\u30fc\u30d1\u30fc\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8<\/b> AI\u30b7\u30b9\u30c6\u30e0\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u653f\u6cbb\u7684\u3001\u8ecd\u4e8b\u7684\u3001\u7d4c\u6e08\u7684\u306a\u6c7a\u65ad\u306e\u4e00\u90e8\u3067\u3042\u308b\u3002\u305d\u306e\u5165\u308a\u53e3\u3067 <b>\u30dd\u30b9\u30c8\u30d2\u30e5\u30fc\u30de\u30f3<\/b> \u6642\u4ee3\u306f <b>\u3075\u304b\u3072<\/b> \u554f\u984c\u306f\u4eba\u9593\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 <b>\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/b> \u52a0\u901f\u3059\u308bAI\u3092\u3081\u3050\u3063\u3066\u3002<\/h3><h3>\u30dd\u30b9\u30c8\u30fb\u30d2\u30e5\u30fc\u30de\u30f3 \"\u6642\u4ee3\u306e\u5165\u308a\u53e3\u306b\u7acb\u3063\u3066<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"86\">\u306b\u3064\u3044\u3066 <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b> \u5f71\u97ff <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u3068AI\u304c\u4eba\u9593\u793e\u4f1a\u306b\u3082\u305f\u3089\u3059\u3082\u306e\u306f\u3001\u7d4c\u6e08\u7684\u30ea\u30bf\u30fc\u30f3\u3092\u306f\u308b\u304b\u306b\u4e0a\u56de\u308b\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9<b>\u30a8\u30cc\u30d4\u30fc\u30e6\u30fc<\/b>-\u30d9\u30fc\u30b9BCI - \u30d6\u30ec\u30a4\u30f3\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9) <b>\u9769\u547d\u3092\u8d77\u3053\u3059<\/b> \u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u305d\u306e <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u554f\u984c\u306f\u3001\u3053\u306e\u6280\u8853 <b>\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/b> \u6587\u660e\u3092\u7d71\u5408\u3059\u308b\u304b\u3001\u5206\u88c2\u3055\u305b\u308b\u304b\u3002<\/h3><hr data-path-to-node=\"87\" \/><h3 data-path-to-node=\"88\">\u00a0<\/h3><h2>9.\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u30ac\u30a4\u30c9 <br \/>5\u6bb5\u968e\u306eAI\uff0b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u6226\u7565\u884c\u52d5\u8a08\u753b\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"89\">\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u7af6\u4e89\u306b\u6253\u3061\u52dd\u3064\u305f\u3081\u306b\u306f\u3001\u30ea\u30fc\u30c0\u30fc\u306f\u6b21\u306e\u3088\u3046\u306a\u8003\u3048\u306b\u57fa\u3065\u3044\u3066\u884c\u52d5\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002 <b>\u5373\u6642<\/b> \u305d\u3057\u3066 <b>\u6226\u7565\u7684\u8981\u8acb<\/b>.\u5c02\u9580\u306e\u7d71\u5408 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u305d\u3057\u3066AI\u306f <b>\u3075\u304b\u3072<\/b> \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/h3><h3 data-path-to-node=\"90\">\u00a0<\/h3><h3>1.\u72b6\u6cc1\u8a55\u4fa1\u3068\u80fd\u529b\u958b\u767a<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"91\"><li><h3 data-path-to-node=\"91,0,0\"><b>\u5373\u6642\u76e3\u67fb\uff1a<\/b><\/h3><h3>\u3092\u5b9f\u65bd\u3059\u308b\u3002 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> <b>\u4f01\u696d\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc AI\u76e3\u67fb<\/b> \u65e2\u5b58\u306e <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u30d9\u30fc\u30b9\u306eAI\u80fd\u529b(<b>GPU<\/b> \u30af\u30e9\u30b9\u30bf\u3067\u3042\u308b\u3001 <b>\u30a8\u30cc\u30d4\u30fc\u30e6\u30fc<\/b> \u5229\u7528)\u3002<\/h3><\/li><li><h3 data-path-to-node=\"91,1,0\"><b>\u7684\u3092\u7d5e\u3063\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\uff1a<br \/><\/b><br \/>\u00a0\u6253\u3061\u4e0a\u3052 <b>\u6226\u7565\u7684<\/b> \u306e\u7814\u4fee\u30d7\u30ed\u30b0\u30e9\u30e0 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u6700\u9069\u5316 (<b>ASIC\u3001TPU<\/b> \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0)\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u5c02\u9580\u7684\u306a\u77e5\u8b58\u306f <b>\u8cb4\u91cd<\/b> \u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/h3><\/li><\/ul><h3 data-path-to-node=\"92\">\u00a0<\/h3><h3>2.\u6226\u7565\u7684\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u306e\u78ba\u7acb<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"93\"><li><h3 data-path-to-node=\"93,0,0\"><b>\u4e3b\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<br \/><\/b><br \/>\u00a0\u8a2d\u7acb <b>\u6b20\u304b\u305b\u306a\u3044<\/b> \u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u30e1\u30fc\u30ab\u30fc<b>GPU\u3001HBM<\/b>)\u3001\u30c7\u30b6\u30a4\u30f3\u4f1a\u793e(<b>ASIC\u3001NPU<\/b>)\u3001\u304a\u3088\u3073\u4e3b\u8981\u7814\u7a76\u6a5f\u95a2\u3067\u3042\u308b\u3002<\/h3><\/li><li><h3 data-path-to-node=\"93,1,0\"><b>\u5916\u90e8\u5c02\u9580\u5bb6\uff1a<\/b><\/h3><h3>\u30a8\u30f3\u30b2\u30fc\u30b8 <b>\u719f\u7df4\u3057\u305f<\/b> \u3092\u652f\u63f4\u3067\u304d\u308b\u5c02\u9580\u5bb6\uff08aronazar.com\u306e\u5c02\u9580\u5bb6\u306a\u3069\uff09\u304c\u3044\u308b\u3002 <b>\u985e\u306e\u306a\u3044<\/b> \u306e\u30b9\u30d4\u30fc\u30c9\u7d71\u5408 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u306b\u57fa\u3065\u304f\u89e3\u6c7a\u7b56\u3068\u305d\u306e\u6700\u9069\u5316 <b>\u30a8\u30cc\u30d6\u30a4\u30ea\u30f3\u30af<\/b> \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u3042\u308b\u3002<\/h3><\/li><\/ul><h3 data-path-to-node=\"94\">\u00a0<\/h3><h3>3.\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u898f\u5236\u306e\u67a0\u7d44\u307f\u306e\u69cb\u7bc9<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"95\"><li><h3 data-path-to-node=\"95,0,0\"><b>\u502b\u7406\u7684\u3067\u5b89\u5168\u306a\u30c7\u30fc\u30bf\u6226\u7565<\/b><\/h3><h3>\u3092\u958b\u767a\u3059\u308b\u3002 <b>\u30d5\u30e5\u30fc\u30c1\u30e3\u30fc\u30d7\u30eb\u30fc\u30d5<\/b> \u304c\u53ef\u80fd\u306b\u3059\u308b\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u3001\u502b\u7406\u7684\u306b\u5065\u5168\u306a\u30c7\u30fc\u30bf\u6226\u7565\u3067\u3042\u308b\u3002 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"95,1,0\"><b>\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3<\/b><\/h3><h3>\u306e\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u7b56\u5b9a\u3059\u308b\u3002 <b>\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/b> AI\u30b7\u30b9\u30c6\u30e0\u306e\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u306b\u57fa\u3065\u3044\u305f\u6c7a\u5b9a\u3092\u4e0b\u3059\u3002<\/h3><\/li><\/ul><h3 data-path-to-node=\"96\">\u00a0<\/h3><h3>4.\u30d1\u30a4\u30ed\u30c3\u30c8\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u30a4\u30f3\u30ad\u30e5\u30d9\u30fc\u30b7\u30e7\u30f3<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"97\"><li><h3 data-path-to-node=\"97,0,0\"><b>\u5c0f\u898f\u6a21\u3067\u6025\u901f\u306b\u62e1\u5927\u53ef\u80fd\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff1a<br \/><\/b><br \/>\u00a0\u6253\u3061\u4e0a\u3052 <b>\u30d1\u30a4\u30ed\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/b> \u3068\u3044\u3046\u5730\u57df\u3067 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u30d9\u30fc\u30b9\u306eAI\u306f\u7d04\u675f\u3059\u308b <b>\u5373\u6642<\/b> \u305d\u3057\u3066 <b>\u6e2c\u5b9a\u53ef\u80fd<\/b> ROI\uff08\u4f8b\uff0e <b>\u7279\u5b9a\u7528\u9014\u5411\u3051\u96c6\u7a4d\u56de\u8def<\/b>-\u30d9\u30fc\u30b9\u306e\u6700\u9069\u5316)\u3002\u8fc5\u901f\u306a\u6210\u529f\u304c\u3082\u305f\u3089\u3059\u3082\u306e <b>\u30a2\u30f3\u30b9\u30c8\u30c3\u30d1\u30d6\u30eb<\/b> 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\u305d\u3057\u3066\u3001AI\u306e\u5206\u91ce\u3082\u6025\u901f\u306b\u5909\u5316\u3057\u3066\u3044\u308b\u3002 <b>\u6307\u6570\u7684<\/b> \u7387\u3067\u3042\u308b\u3002\u5e741\u56de\u306e <b>\u6226\u7565<\/b> \u305d\u3057\u3066 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u8abf\u9054\u8a08\u753b\u306f <b>\u5fc5\u8981\u4e0d\u53ef\u6b20<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"99,1,0\"><b>\u67d4\u8edf\u306a\u9069\u5fdc\uff1a<br \/><\/b><br \/>\u00a0\u3092\u57fa\u76e4\u3068\u3059\u308b\u7d44\u7e54\u6587\u5316\u3092\u91b8\u6210\u3059\u308b\u3002 <b>\u7d99\u7d9a\u7684\u9069\u5fdc<\/b> \u305d\u3057\u3066 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> \u53d7\u3051\u5165\u308c <b>\u7834\u58ca<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"100\" \/><h3 data-path-to-node=\"101\">\u00a0<\/h3><h2>10.\u7d50\u8ad6<br \/>\u00a0\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u52df\u96c6\u3001\u6226\u7565\u7684\u8b66\u544a AI + \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u00a0<\/h2><h3 data-path-to-node=\"102\"><b>\u5730\u653f\u5b66\u7684\u7d50\u8ad6<br \/><\/b><br \/>\u00a0\u5c02\u9580\u5bb6\u306e\u540c\u76df <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u305d\u3057\u3066\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306f\u4eca\u3084 <b>\u5fc5\u8981\u4e0d\u53ef\u6b20<\/b> 21\u4e16\u7d00\u306e\u6761\u4ef6 <b>\u3086\u3046\u305b\u3044<\/b>.<\/h3><h3>\u3053\u308c\u306f <b>\u30e2\u30cb\u30e5\u30e1\u30f3\u30bf\u30eb<\/b> <b>\u6226\u7565\u7684\u8981\u8acb<\/b>\u540c\u6642\u306b\u3001\u7d4c\u6e08\u7684\u3001\u6280\u8853\u7684\u3001\u305d\u3057\u3066\u95a2\u9023\u6027\u306e\u3042\u308b\u3082\u306e\u3067\u3042\u308b\u3002 <b>\u30ca\u30b7\u30e7\u30ca\u30eb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc<\/b>.\u3067\u306e <b>\u7121\u6148\u60b2<\/b> \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u7af6\u4e89\u306b\u304a\u3044\u3066\u3001\u56fd\u3084\u4f01\u696d\u304c\u305d\u306e\u3088\u3046\u306a\u884c\u52d5\u3092\u3068\u3089\u306a\u304b\u3063\u305f\u5834\u5408\u3001\u305d\u306e\u56fd\u3084\u4f01\u696d\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u884c\u52d5\u3092\u3068\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u308b\u3002 <b>\u6c7a\u5b9a\u6253<\/b> \u4eca\u306a\u3089 <b>\u4f59\u5100\u306a\u304f<\/b> \u9045\u308c\u3092\u3068\u308b\u3002\u00a0<\/h3><h3><b><br \/><\/b><b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> (GPU\u3001NPU\u3001TPU\u3001ASIC\u3001HBM\u3001NVLINK)\u304c\u9375\u3068\u306a\u308b\u3002 <b>\u30c7\u30b8\u30bf\u30eb\u4e3b\u6a29<\/b>.\u79c1\u305f\u3061\u306f\u307e\u3060\u72ec\u81ea\u306e\u30cf\u30fc\u30c9\u30a6\u30a8\u30a2\u3092\u751f\u7523\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3069\u306e\u30cf\u30fc\u30c9\u30a6\u30a8\u30a2\u3092\u9078\u3076\u3079\u304d\u304b\u3092\u6848\u5185\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u3002<\/h3><h3 data-path-to-node=\"103\"><b>\u6226\u7565\u3068\u767a\u5c55\u3092\u6c42\u3081\u308b\uff1a<\/b><\/h3><h3>\u30c1\u30e3\u30f3\u30b9\u306e\u7a93\u306f\u6025\u901f\u306b\u9589\u3056\u3055\u308c\u3064\u3064\u3042\u308b\u3002\u4eca\u3053\u305d\u6025\u9032\u7684\u3060\u3001 <b>\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc<\/b> \u6226\u7565\u7b56\u5b9a\u3068 <b>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb<\/b> <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b>-\u30d9\u30fc\u30b9\u306eAI\u80fd\u529b\u3002<\/h3><h3 data-path-to-node=\"104\"><b>\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u30fb\u30aa\u30d5\u30a1\u30fc<\/b><\/h3><h3>\u306e\u5c02\u9580\u77e5\u8b58 <b>aronazar.com<\/b> \u63d0\u4f9b\u3059\u308b <b>\u30bf\u30fc\u30f3\u30ad\u30fc<\/b> \u3053\u306e\u4ef6\u306b\u95a2\u3057\u3066 <b>\u8907\u96d1<\/b> \u5730\u653f\u5b66\u7684\u3001\u6280\u8853\u7684\u306a\u6226\u5834\u3002\u308f\u308c\u308f\u308c\u306f <b>\u5373\u6642<\/b> <b>\u4f01\u696d\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc AI\u76e3\u67fb<\/b>\u72ec\u81ea\u306eAI\u3092\u5b9a\u7fa9\u3059\u308b<b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u6226\u7565\u3092\u7acb\u3066\u3001\u6e2c\u5b9a\u53ef\u80fd\u306a\u3082\u306e\u3092\u4f5c\u308b\u3001 <b>\u8cb4\u91cd<\/b> \u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3002\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5909\u5316\u3092\u30ea\u30fc\u30c9\u305b\u3088\u3002<\/h3><h3 data-path-to-node=\"105\"><b>\u6700\u5f8c\u306b\u601d\u3046\uff1a<\/b><\/h3><h3>\u672a\u6765\u306f\u305f\u3060\u8d77\u3053\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u3042\u306a\u305f\u304c\u5275\u9020\u3057\u3001\u5f62\u3065\u304f\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002AI\u3068 <b>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/b> \u306e\u9375\u3067\u3042\u308b\u3002 <b>\u6297\u3057\u304c\u305f\u3044\u9769\u65b0<\/b> \u305d\u3057\u3066 <b>\u30a2\u30f3\u30b9\u30c8\u30c3\u30d1\u30d6\u30eb<\/b> \u6210\u9577\u3002\u4eca\u3059\u3050\u884c\u52d5\u3092\u3002<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>We have entered an era where technological superiority is no longer just a competitive advantage, but the primary foundation of national security and geopolitical influence.<\/p>","protected":false},"author":1,"featured_media":973,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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Digital sovereignty dictates power. Act now: The future belongs to those who control the compute.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aronazarar.com\/ja\/\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MI and Hardware - AronAzarAr\" \/>\n<meta property=\"og:description\" content=\"AI Hardware Race: GPU, TPU, ASIC, HBM. Digital sovereignty dictates power. 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