{"id":5803,"date":"2025-09-06T20:00:49","date_gmt":"2025-09-06T11:00:49","guid":{"rendered":"https:\/\/kumakiblog.com\/?p=5803"},"modified":"2025-09-06T20:32:15","modified_gmt":"2025-09-06T11:32:15","slug":"surface-pro-12%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc%e3%81%a8%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%abllm%e6%a7%8b%e7%af%89%e8%a8%98%e3%80%82snapdragon%e3%80%8112%e3%82%a4%e3%83%b3%e3%83%81%e3%81%ae%e4%bd%bf","status":"publish","type":"post","link":"https:\/\/kumakiblog.com\/?p=5803","title":{"rendered":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002"},"content":{"rendered":"\n<p>\u3053\u3093\u306b\u3061\u306f\u3001KSG Holdings Ltd.\u306e\u53f8\u6cd5\u66f8\u58eb \u718a\u6728\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3044\u3064\u3082\u30d6\u30ed\u30b0\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3066\u3001\u4eca\u56de\u306f\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u5185\u306b\u751f\u6210AI\u3092\u69cb\u7bc9\u3057\u305f\u3068\u3044\u3046\u304a\u8a71\u3057\u3067\u3059\u3002\u6700\u8fd1\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u306f\u76ee\u899a\u307e\u3057\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306bAI\u306e\u5206\u91ce\u306f\u65e5\u9032\u6708\u6b69\u3067\u3001\u79c1\u3082\u4ed5\u4e8b\u306e\u52b9\u7387\u5316\u306e\u305f\u3081\u306b\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7686\u3055\u3093\u3082\u3054\u5b58\u77e5\u306e\u901a\u308a\u3001C<strong>hatGPT\u3084Gemini\u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u751f\u6210AI<\/strong>\u306f\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u4fbf\u5229\u306a\u4e00\u65b9\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u6d3b\u7528\u3059\u308b\u4e0a\u3067\u306f\u5927\u304d\u306a\u8ab2\u984c\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u304c<strong>\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u300d<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u304a\u9810\u304b\u308a\u3059\u308b\u60c5\u5831\u3084\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u66f8\u985e\u3092\u6271\u3046\u696d\u52d9\u306b\u304a\u3044\u3066\u3001\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30af\u30e9\u30a6\u30c9AI\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u304b\u3089\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/strong>\u3057\u304b\u3057\u3001\u751f\u6210AI\u306e\u6d3b\u7528\u306f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30ef\u30fc\u30af\u306e\u8cea\u3068\u901f\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u4e0a\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3057\u3064\u3064AI\u306e\u6069\u6075\u3092\u6700\u5927\u9650\u306b\u53d7\u3051\u308b\u65b9\u6cd5\u3068\u3057\u3066\u3001<strong>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u4ecb\u3055\u305a\u3001\u81ea\u5206\u306ePC\u5185\u3067AI\u3092\u5b8c\u7d50\u3055\u305b\u308b\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d<\/strong>\u3068\u3044\u3046\u6280\u8853\u306b\u6ce8\u76ee\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u672c\u683c\u7684\u306b\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u305d\u308c\u306a\u308a\u306e\u30b9\u30da\u30c3\u30af\u3092\u6301\u3064\u9ad8\u4fa1\u306aPC\u304c\u5fc5\u8981\u304b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30ebLLM\u521d\u5fc3\u8005\u3067\u3042\u308b\u79c1\u3068\u3057\u3066\u306f\u30ed\u30fc\u30ab\u30ebLLM\u306a\u308b\u3082\u306e\u304c\u3069\u306e\u7a0b\u5ea6\u4f7f\u3044\u7269\u306b\u306a\u308b\u3082\u306e\u306a\u306e\u304b\u307e\u3060\u898b\u3048\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u308c\u306a\u308a\u306e\u91d1\u984d\u306ePC\u3092\u8cfc\u5165\u3057\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7d50\u679c\u7684\u306b\u3001\u79c1\u306e\u4ed5\u4e8b\u3067\u4f7f\u3044\u7269\u306b\u306a\u308b\u30ec\u30d9\u30eb\u306eLLM\u304c\u69cb\u7bc9\u3067\u304d\u306a\u304b\u3063\u305f\u5834\u5408\u306f\u60b2\u60e8\u3067\u3059\u3002\u3067\u3059\u306e\u3067\u3001\u307e\u305a\u306f\u6bd4\u8f03\u7684\u624b\u9803\u306aPC\u3067\u611f\u89e6\u3092\u63b4\u3080\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u3082\u3057\u5b9f\u7528\u6027\u304c\u898b\u3048\u308c\u3070\u3001\u3053\u306ePC\u306f\u5bb6\u65cf\u7528\u306b\u8b72\u308a\u3001\u6539\u3081\u3066\u672c\u683c\u7684\u306a\u30de\u30b7\u30f3\u3092\u8cfc\u5165\u3059\u308b\u3001\u3068\u3044\u3046\u4e8c\u6bb5\u69cb\u3048\u306e\u8a08\u753b\u3067\u3059\u3002\u305d\u306e\u6700\u521d\u306e\u8a66\u7528\u6a5f\u3068\u3057\u3066\u767d\u7fbd\u306e\u77e2\u3092\u7acb\u3066\u305f\u306e\u304c\u3001\u30d6\u30ed\u30b0\u30bf\u30a4\u30c8\u30eb\u306b\u3082\u3042\u308b\u300c<strong>Surface Pro 12<\/strong>\u300d\uff08<a href=\"https:\/\/www.microsoft.com\/ja-jp\/surface\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.microsoft.com\/ja-jp\/surface<\/a>\uff09\u3068\u3044\u3046\u6700\u8fd1\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u304c\u767a\u58f2\u3057\u305f2 in 1\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u25a0 \u306a\u305cSurface Pro 12\u3092\u9078\u3093\u3060\u306e\u304b\uff1f\u300c\u4e00\u77f3\u4e09\u9ce5\u300d\u306e\u9b45\u529b<\/strong><\/h2>\n\n\n\n<p>\u4eca\u56dePC\u3092\u9078\u3076\u306b\u3042\u305f\u3063\u3066\u3001\u79c1\u306e\u76ee\u7684\u306f3\u3064\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>NPU\u3092\u8a66\u3059<\/strong>\uff1a<\/h4>\n\n\n\n<p>NPU\uff08Neural Processing Unit\uff09\u3068\u306f\u3001AI\u306e\u8a08\u7b97\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u534a\u5c0e\u4f53\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3092\u642d\u8f09\u3057\u3066\u3044\u308bPC\u3067\u3042\u308c\u3070\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3082AI\u3092\u52b9\u7387\u7684\u306b\u52d5\u304b\u305b\u308b\u3068\u671f\u5f85\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>Snapdragon\u3092\u8a66\u3059<\/strong>\uff1a<\/h4>\n\n\n\n<p>Microsoft\u304c\u529b\u3092\u5165\u308c\u3066\u3044\u308b\u65b0\u3057\u3044ARM\u30d9\u30fc\u30b9\u306eCPU\u300cSnapdragon X\u300d\u306e\u5b9f\u529b\u3092\u4f53\u611f\u3057\u3066\u307f\u305f\u304b\u3063\u305f\u3001\u3068\u3044\u3046\u306e\u3082\u5927\u304d\u306a\u7406\u7531\u3067\u3059\u3002ARM\u30d9\u30fc\u30b9\u306eCPU\u306f\u3001\u4e00\u90e8\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u304c\u52d5\u4f5c\u3057\u306a\u3044\u3068\u3044\u3063\u305f\u61f8\u5ff5\u3092\u805e\u3044\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u3088\u3046\u306b\u52d5\u4f5c\u304c\u304d\u3073\u304d\u3073\u3068\u3057\u3066\u304a\u308a\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u3061\u304c\u975e\u5e38\u306b\u826f\u3044\u3068\u3044\u3046\u8a55\u5224\u3082\u8033\u306b\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u79c1\u306e\u4ed5\u4e8b\u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u304fWeb\u30a2\u30d7\u30ea\u304c\u4e2d\u5fc3\u306a\u306e\u3067\u3001\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u5f71\u97ff\u306f\u5c11\u306a\u3044\u3068\u8003\u3048\u3001\u4e00\u5ea6\u305d\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u30c8\u30e9\u30a4\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Surface Pro\u3092\u8a66\u3059<\/strong>\uff1a<\/h4>\n\n\n\n<p>\u3053\u308c\u307e\u3067HP\u793e\u306e\u300cEnvy 360\u300d\uff08<a href=\"https:\/\/www.hp.com\/jp-ja\/laptops-and-2-in-1s\/envy.html\">https:\/\/www.hp.com\/jp-ja\/laptops-and-2-in-1s\/envy.html<\/a>\uff09\u3068\u3044\u3046\u3001\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u3092\u80cc\u9762\u306b\u6298\u308a\u305f\u305f\u3093\u3067\u30bf\u30d6\u30ec\u30c3\u30c8\u306e\u3088\u3046\u306b\u3082\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b2-in-1\u30bf\u30a4\u30d7\u306ePC\u3092\u611b\u7528\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u30bf\u30c3\u30c1\u64cd\u4f5c\u304c\u3067\u304d\u308bPC\u306f\u79c1\u306e\u4ed5\u4e8b\u3084\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3067\u306e\u4f7f\u3044\u65b9\u306b\u975e\u5e38\u306b\u5408\u3063\u3066\u304a\u308a\u3001\u3053\u306e2-in-1\u3068\u3044\u3046\u5f62\u614b\u3092\u3055\u3089\u306b\u7a81\u304d\u8a70\u3081\u305f\u3088\u3046\u306aSurface Pro\u3067\u3042\u308c\u3070\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u3068\u3057\u3066\u3082\u30ce\u30fc\u30c8PC\u3068\u3057\u3066\u3082\u3001\u3088\u308a\u5feb\u9069\u306b\u4f7f\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u671f\u5f85\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e3\u3064\u306e\u76ee\u7684\u3092\u3059\u3079\u3066\u6e80\u305f\u3057\u3066\u304f\u308c\u308b\u306e\u304c\u3001\u6700\u8fd1\u767a\u58f2\u3055\u308c\u305f\u3053\u306eSurface Pro 12\u3060\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u25a0 \u30ed\u30fc\u30ab\u30ebLLM\u306e\u524d\u306b\u2026Surface Pro 12\u3001\u5b9f\u969b\u306e\u3068\u3053\u308d\u3069\u3046\uff1f<\/strong><\/h2>\n\n\n\n<p>\u672c\u984c\u3067\u3042\u308b\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u306e\u8a71\u984c\u306b\u5165\u308b\u524d\u306b\u3001Surface Pro 12\u306e\u8cfc\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306b\u5411\u3051\u3066\u3001\u304a\u305d\u3089\u304f\u8cfc\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u304c\u6c17\u306b\u3057\u3066\u3044\u308b\u70b9\u306b\u3064\u3044\u3066\u5c11\u3057\u3060\u3051\u89e6\u308c\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u753b\u9762\u306e\u5c0f\u3055\u3055\uff0812\u30a4\u30f3\u30c1\uff09\u306f\uff1f<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u7d50\u8ad6\u3068\u3057\u3066\u306f<strong>\u7d76\u5999\u306a\u30b5\u30a4\u30ba<\/strong>\u3060\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u78ba\u304b\u306b\u5c0f\u3055\u3081\u306e\u30b5\u30a4\u30ba\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001Windows 11\u3067\u306f3\u672c\u6307\u3067\u306e\u30b9\u30ef\u30a4\u30d7\u3067\u4eee\u60f3\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3092\u8efd\u5feb\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5404\u30a2\u30d7\u30ea\u3092\u30d5\u30eb\u30b9\u30af\u30ea\u30fc\u30f3\u3067\u8868\u793a\u3057\u305f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3092\u8907\u6570\u4f5c\u6210\u3057\u3001\u305d\u308c\u3089\u3092\u77ac\u6642\u306b\u884c\u304d\u6765\u3059\u308b\u3001\u3068\u3044\u3046\u4f7f\u3044\u65b9\u3092\u3059\u308c\u3070\u3001\u6587\u5b57\u306e\u5c0f\u3055\u3055\u306b\u60a9\u307e\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u753b\u9762\u81ea\u4f53\u304c\u9ad8\u7cbe\u7d30\u306a\u306e\u3067\u30011\u3064\u306e\u753b\u9762\u3092\u5de6\u53f3\u306b\u5206\u5272\u3057\u30662\u3064\u306e\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u4e26\u3079\u3066\u3082\u3001\u5341\u5206\u306b\u4f5c\u696d\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u3061\u3068\u8d77\u52d5\u901f\u5ea6\u306f\uff1f<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u4ee5\u524d\u5c11\u3057\u306e\u671f\u9593\u4f7f\u3063\u3066\u3044\u305fM1\u30c1\u30c3\u30d7\u642d\u8f09\u306eMacBook Air\u306e\u7570\u5e38\u306a\u307b\u3069\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u3061\u306b\u306f\u53ca\u3073\u307e\u305b\u3093\u304c\u3001\u5f93\u6765\u306eIntel\u88fdCPU\u3092\u642d\u8f09\u3057\u305f\u30ce\u30fc\u30c8PC\u3068\u306f\u6bd4\u8f03\u306b\u306a\u3089\u306a\u3044\u307b\u3069\u6539\u5584\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u305f\u3060\u3057\u3001Intel\u88fdCPU\u3082Intel Ultra\u30e2\u30c7\u30eb\u306f\u304b\u306a\u308a\u826f\u3044\u3068\u805e\u304d\u307e\u3059\uff09\u3002\u5916\u51fa\u306e\u969b\u306b\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u72b6\u614b\u3092\u5fc3\u914d\u3059\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p style=\"line-height:2\"><br><strong>\u30ad\u30fc\u30dc\u30fc\u30c9\u3092\u9589\u3058\u308b\u3068\u77ac\u6642\u306b\u30b9\u30ea\u30fc\u30d7\u3057\u3001\u958b\u3051\u3070\u3059\u3050\u306b\u5fa9\u5e30<\/strong>\u3002\u30b9\u30ea\u30fc\u30d7\u4e2d\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u6d88\u8cbb\u306f\u3054\u304f\u50c5\u304b\u3067\u3001\u307e\u308b\u3067iPad\u306e\u3088\u3046\u306a\u611f\u899a\u3067\u624b\u8efd\u306b\u4f7f\u3048\u308b\u306e\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u30da\u30f3\u3084\u30ab\u30e1\u30e9\u3001\u97f3\u8cea\u306f\uff1f<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u4ed8\u5c5e\u306e\u30da\u30f3\u306f\u3001PDF\u3078\u306e\u6ce8\u91c8\u3084\u30e1\u30e2\u66f8\u304d\u306b\u306f\u5341\u5206\u306a\u7cbe\u5ea6\u3067\u3059\u3002\u305f\u3060\u3001\u672c\u683c\u7684\u306b\u7d75\u3092\u63cf\u304f\u306b\u306fiPad\u306b\u306f\u53ca\u3070\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff08\u305f\u3060\u3001\u79c1\u306f\u7d75\u3092\u63cf\u304b\u306a\u3044\u306e\u3067\u3001\u53b3\u5bc6\u306b\u306f\u30c8\u30e9\u30a4\u3057\u3066\u3044\u307e\u305b\u3093\uff09\u3002<br>\u307e\u305f\u3001\u30a4\u30f3\u30ab\u30e1\u30e9\u3068\u30a2\u30a6\u30c8\u30ab\u30e1\u30e9\u306e\u4e21\u65b9\u304c\u3042\u308b\u306e\u3082\u610f\u5916\u3068\u4fbf\u5229\u3067\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u63d0\u51fa\u306a\u3069\u3067\u91cd\u5b9d\u3057\u307e\u3059\u3002\u97f3\u8cea\u3082\u3053\u306e\u30b5\u30a4\u30ba\u306e\u30c7\u30d0\u30a4\u30b9\u3068\u3057\u3066\u306f\u9a5a\u304f\u307b\u3069\u30af\u30ea\u30a2\u3067\u3001\u97f3\u91cf\u3082\u5341\u5206\u3067\u3059\u3002<strong>\u97f3\u304c\u3044\u3044<\/strong>\u306e\u306f\u5f37\u8abf\u3057\u305f\u3044\u70b9\u3067\u3059\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u5916\u90e8\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u3068\u306e\u63a5\u7d9a\u306f\uff1f<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u30aa\u30d5\u30a3\u30b9\u3067\u306f\u3001USB-C\u30dd\u30fc\u30c8\u306b\u30a2\u30c0\u30d7\u30bf\u30fc\u3092\u7d4c\u7531\u3055\u305b\u3066\u5916\u90e8\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u306b\u63a5\u7d9a\u3057\u3001\u5927\u753b\u9762\u3067\u5feb\u9069\u306b\u4f5c\u696d\u3057\u3066\u3044\u307e\u3059\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Snapdragon\u306eCPU\u3067\u306f\u52d5\u304b\u306a\u3044\u30a2\u30d7\u30ea\u304c\u3042\u308b\uff1f<\/strong><\/h4>\n\n\n\n<p style=\"line-height:2\">\u79c1\u306e\u4ed5\u4e8b\u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u304fWeb\u30a2\u30d7\u30ea\u304c\u4e2d\u5fc3\u306a\u306e\u3067\u3001\u5168\u304f\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305f\u3060\u3001\u4e00\u90e8\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u306f\u307e\u3060Snapdragon\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3082\u306e\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u8cfc\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u3054\u81ea\u8eab\u304c\u4f7f\u3044\u305f\u3044\u30a2\u30d7\u30ea\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u4e8b\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Google \u65e5\u672c\u8a9e\u5165\u529b\u304c\u4f7f\u3048\u306a\u3044\u554f\u984c\u306f\uff1f<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u9577\u5e74\u300cGoogle\u65e5\u672c\u8a9e\u5165\u529b\u300d\u3092\u611b\u7528\u3057\u3066\u304d\u305f\u79c1\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u304c\u975e\u5bfe\u5fdc\u3060\u3063\u305f\u306e\u306f\u5c11\u3057\u30b7\u30e7\u30c3\u30af\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001<strong>\u4f55\u5e74\u304b\u3076\u308a\u306b\u4f7f\u3063\u3066\u307f\u305f\u6a19\u6e96\u306e\u300cMS-IME\u300d\u304c\u9a5a\u304f\u307b\u3069\u9032\u5316<\/strong>\u3057\u3066\u3044\u3066\u3001\u4eca\u3067\u306f\u5168\u304f\u4e0d\u4fbf\u3092\u611f\u3058\u3066\u3044\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u3001MS IME\u306e\u5909\u63db\u5019\u88dc\u306e\u65b9\u304c\u3057\u3063\u304f\u308a\u304f\u308b\u5834\u9762\u3082\u591a\u3044\u304f\u3089\u3044\u3067\u3059\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u30ad\u30fc\u30dc\u30fc\u30c9\u306e\u4f7f\u3044\u5fc3\u5730\u306f\uff1f<\/strong><\/h4>\n\n\n\n<p style=\"line-height:2\">13\u30a4\u30f3\u30c1\u308414\u30a4\u30f3\u30c1\u306e\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u3092\u4f7f\u3063\u3066\u3044\u305f\u79c1\u306b\u3068\u3063\u3066\u306f\u6700\u521d\u306f\u5c11\u3057\u9055\u548c\u611f\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u6163\u308c\u308c\u3070\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\u30bf\u30a4\u30d4\u30f3\u30b0\u306e<strong>\u6253\u9375\u9593\u306f\u306a\u304b\u306a\u304b\u3088\u3044<\/strong>\u3067\u3059\u3002\u305f\u3060\u3001<strong>\u6a2a\u5e45\u304c\u72ed\u3044\u305f\u3081\u304b\u5c11\u3057\u80a9\u304c\u51dd\u308b<\/strong>\u3088\u3046\u306a\u6c17\u304c\u3057\u307e\u3059\u3002\u306a\u304a\u3001\u4e00\u3064\u524d\u306e\u4e16\u4ee3\u3067\u3042\u308bSurface Pro 11\u306f\u3001\u30ad\u30fc\u30dc\u30fc\u30c9\u3092\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u304b\u3089\u5916\u3057\u305f\u5834\u5408\u3067\u3082\u3001Bluetooth\u3067\u3064\u306a\u3044\u3067\u6587\u5b57\u5165\u529b\u304c\u3067\u304d\u307e\u3057\u305f\u304c\u3001Surface Pro 12\u306e\u30ad\u30fc\u30dc\u30fc\u30c9\u306f\u63a5\u7740\u3057\u3066\u3044\u306a\u3044\u3068\u4f7f\u3048\u307e\u305b\u3093\u3002\u30ad\u30fc\u30dc\u30fc\u30c9\u3092\u96e2\u3057\u3066\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u4fbf\u5229\u3068\u611f\u3058\u308b\u5834\u9762\u306f\u591a\u3005\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3053\u306e\u70b9\u306f\u4fa1\u683c\u3068\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3067\u3059\u3002\u3068\u306f\u3044\u3048\u3001\u524d\u4e16\u4ee3\u306e\u30e2\u30c7\u30eb\u306f\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u304c13\u30a4\u30f3\u30c1\u3067\u3059\u306e\u3067\u3001\u3053\u306eSurface Pro 12\u306e\u3088\u3046\u306bIpad\u306e\u3088\u3046\u306b\u6c17\u8efd\u306b\u3055\u3055\u3063\u3068\u6301\u3061\u904b\u3079\u308b\u611f\u3058\u304c\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u70b9\u304c\u30cd\u30c3\u30af\u3067\u3059\u3002\u79c1\u306f\u30ad\u30fc\u30dc\u30fc\u30c9\u304c\u53d6\u308a\u5916\u3057\u3066\u4f7f\u3048\u306a\u3044\u70b9\u3092\u5dee\u3057\u5f15\u3044\u3066\u3082\u3053\u306eSurface Pro 12\u304c\u30d9\u30bf\u30fc\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul style=\"line-height:2.1\" class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u25a0 \u672c\u984c\uff1a\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u3078\u306e\u6311\u6226\u3068\u8a66\u884c\u932f\u8aa4<\/strong><\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u3044\u3088\u3044\u3088\u672c\u547d\u306e\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001\u6700\u65b0\u306e\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u4e8b\u60c5\u306b\u8a73\u3057\u3044\u65b9\u306e\u4e2d\u306b\u306f\u300c\u6700\u8fd1\u8a71\u984c\u306eCopilot+ PC\u306a\u3089\u3001\u305d\u3082\u305d\u3082AI\u6a5f\u80fd\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u306e\u3067\u306f\uff1f\u300d\u3068\u7591\u554f\u306b\u601d\u308f\u308c\u308b\u65b9\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u78ba\u304b\u306b\u3001<strong>\u30ad\u30fc\u30dc\u30fc\u30c9\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u300cCopilot\u30ad\u30fc\u300d\u3092\u62bc\u305b\u3070\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u751f\u6210AI\u304c\u8d77\u52d5\u3057\u307e\u3059\u304c\u3001<\/strong>\u4e00\u898b\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u307f\u3048\u3066\u3001<strong>\u5b9f\u306f\u3053\u308c\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u306eAI\u306b\u63a5\u7d9a\u3059\u308b\u3082\u306e<\/strong>\u3067\u3042\u308a\u3001PC\u5185\u3067\u51e6\u7406\u304c\u5b8c\u7d50\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u696d\u52d9\u306b\u306f\u5229\u7528\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3060\u304b\u3089\u3053\u305d\u3001\u81ea\u524d\u3067PC\u5185\u306bAI\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u8a00\u3046<strong>\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d\u3068\u306f\u3001Copilot\u3084ChatGPT\u306e\u3088\u3046\u306b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u63a5\u7d9a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u306e\u30d1\u30bd\u30b3\u30f3\u306e\u4e2d\uff08\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff09\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u52d5\u304b\u3059<\/strong>\u6280\u8853\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5916\u90e8\u306b\u60c5\u5831\u3092\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u3001AI\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u3053\u306e\u30ed\u30fc\u30ab\u30ebLLM\u3092Surface Pro 12\u306b\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u3001\u79c1\u306e\u8a66\u884c\u932f\u8aa4\u306e\u9053\u306e\u308a\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u8a71\u306b\u8208\u5473\u304c\u3042\u308b\u306e\u306f\u3042\u308b\u7a0b\u5ea6IT\u306e\u77e5\u8b58\u304c\u3042\u308b\u4eba\u3060\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u524d\u63d0\u6761\u4ef6\u306e\u8aac\u660e\u306a\u3069\u306f\u8272\u3005\u3068\u7701\u7565\u81f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. LM Studio\uff1a\u7c21\u5358\u3060\u3051\u3069\u3001NPU\u304c\u4f7f\u3048\u306a\u3044\u2026<\/strong><\/h4>\n\n\n\n<p>\u307e\u305a\u8a66\u3057\u305f\u306e\u304c\u3001\u624b\u8efd\u306b\u59cb\u3081\u3089\u308c\u308b\u3068\u8a55\u5224\u306e\u300cLM Studio\u300d\uff08<a href=\"https:\/\/lmstudio.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/lmstudio.ai\/<\/a>)\u3068\u3044\u3046\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3002\u78ba\u304b\u306b\u3001\u30bd\u30d5\u30c8\u5185\u3067\u597d\u304d\u306aLLM\u30e2\u30c7\u30eb\u3092\u9078\u3093\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3060\u3051\u3067\u3001\u9a5a\u304f\u307b\u3069\u7c21\u5358\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u3053\u3053\u3067\u554f\u984c\u304c\u3002LM Studio\u306f\u307e\u3060NPU\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u3089\u305a\u3001\u3055\u3089\u306bSurface Pro 12\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308bSnapdragon\u306eGPU\u3082\u8a8d\u8b58\u3057\u3066\u304f\u308c\u307e\u305b\u3093\u3002\u3064\u307e\u308a\u3001PC\u306e\u6027\u80fd\u3092\u5168\u304f\u5f15\u304d\u51fa\u305b\u305a\u3001CPU\u3060\u3051\u3067\u52d5\u3044\u3066\u3044\u308b\u72b6\u614b\u3067\u3057\u305f\uff08\u30d1\u30bd\u30b3\u30f3\u304c\u304b\u306a\u308a\u71b1\u304f\u306a\u308a\u307e\u3059\uff09\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\uff18B\u306e\u30e2\u30c7\u30eb\u306f\u53b3\u3057\u304b\u3063\u305f\u3067\u3059\u3002\uff14B\u3042\u305f\u308a\u306eGemma 3n E4B\u3001Qwen3 4B\u306a\u3069\u3067\u3042\u308c\u3070\u305d\u308c\u306a\u308a\u306e\u901f\u5ea6\u3067\u52d5\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Lemonade Server\uff1aNPU\u3078\u306e\u671f\u5f85\u3001\u3057\u304b\u3057\u2026<\/strong><\/h4>\n\n\n\n<p>\u6b21\u306b\u6311\u6226\u3057\u305f\u306e\u304c\u3001NPU\u3092\u4f7f\u3048\u308b\u3068\u805e\u3044\u305f\u300cLemonade Server\u300d\uff08<a href=\"https:\/\/www.google.com\/search?q=https:\/\/github.com\/lem-onade\/lemonade-server\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/lemonade-server.ai\/<\/a>\uff09\u3067\u3059\u3002\u300cLemonade Server\u300d\u81ea\u4f53\u306fNPU\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001GGUF\u5f62\u5f0f\u306eLLM\u30e2\u30c7\u30eb\u3092\u4f7f\u3048\u3070GPU\u3084NPU\u304c\u4f5c\u52d5\u3059\u308b\u306f\u305a\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u79c1\u306e\u74b0\u5883\u3067\u306fSnapdragon\u3068\u306e\u76f8\u6027\u304c\u60aa\u3044\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u30e1\u30e2\u30ea\u4e0d\u8db3\uff0816GB\uff09\u304c\u539f\u56e0\u306a\u306e\u304b\u3001LM Studio\u3067\u8a66\u3057\u305f\u6642\u3088\u308a\u3082\u52d5\u4f5c\u304c\u3082\u3063\u3055\u308a\u3057\u305f\u308a\uff08\u540c\u3058\uff14B\u306e\u30e2\u30c7\u30eb\u3067\u3082\uff09\u3001\u751f\u6210\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u304c\u6587\u5b57\u5316\u3051\u3057\u305f\u308a\u3001\u6642\u306b\u306f\u5168\u304f\u53cd\u5fdc\u3057\u306a\u304f\u306a\u3063\u305f\u308a\u3068\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u5b9f\u7528\u306b\u306f\u81f3\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001Docker\u7d4c\u7531\u3067\u300cOpen WebUI\u300d(https:\/\/docs.openwebui.com\/)\u3092\u69cb\u7bc9\u3057\u3001Lemonade Server\u306b\u63a5\u7d9a\u3057\u3066\u5229\u7528\u3059\u308b\u65b9\u6cd5\u3082\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u3053\u3061\u3089\u3082\u540c\u69d8\u306b\u5b89\u5b9a\u3057\u3066\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Anything LLM\uff1a\u3064\u3044\u306bNPU\u304c\u52d5\u3044\u305f\uff01<\/strong><\/h4>\n\n\n\n<p>\u3044\u304f\u3064\u304b\u306e\u65b9\u6cd5\u304c\u3046\u307e\u304f\u3044\u304b\u305a\u6697\u7901\u306b\u4e57\u308a\u4e0a\u3052\u3066\u3044\u305f\u3068\u3053\u308d\u3001\u5225\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067NPU\u3092\u6d3b\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u898b\u3064\u3051\u307e\u3057\u305f\u3002\u305d\u308c\u304c\u300cAnything LLM\u300d\uff08<a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/useanything.com\/\">https:\/\/useanything.com\/<\/a>) \u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u306e\u4e2d\u306b\u3042\u308b\u300cAnything LLM NPU\u300d\u3068\u3044\u3046LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u4f7f\u3046\u3068\u3001Microsoft\u304c\u958b\u767a\u3057\u305f\u300cPhi 3.5 Mini Instruct 4K\u300d\u3068\u3044\u3046\u8efd\u91cfLLM\u30e2\u30c7\u30eb\u3092NPU\u4e0a\u3067\u52d5\u304b\u3059\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002LLM\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6295\u3052\u305f\u3068\u304d\u306b\u3001Windows\u306e\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067NPU\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3001\u6b8b\u5ff5\u3067\u3042\u3063\u305f\u306e\u304c\u3001\u500b\u4eba\u7684\u306b\u306f\u3001NPU\u3092\u6d3b\u7528\u3059\u308c\u30708B\uff0880\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u30af\u30e9\u30b9\u306e\u30e2\u30c7\u30eb\u3082\u5feb\u9069\u306b\u52d5\u304b\u305b\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u671f\u5f85\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u7d50\u679c\u3068\u3057\u3066\u306f4B\u30af\u30e9\u30b9\u306e\u30e2\u30c7\u30eb\u304c\u9650\u754c\u306e\u3088\u3046\u3067\u3059\u3002\u3053\u308c\u306f\u304a\u305d\u3089\u304f\u300116GB\u3068\u3044\u3046\u30e1\u30e2\u30ea\u5bb9\u91cf\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3060\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001\u7279\u7b46\u3059\u3079\u304d\u306f\u3001LM Studio\u3092\u4f7f\u3044CPU\u3060\u3051\u3067\u540c\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3057\u305f\u969b\u306b\u306fPC\u304c\u304b\u306a\u308a\u71b1\u3092\u6301\u3063\u305f\u306e\u306b\u5bfe\u3057\u3001NPU\u3092\u4f7f\u3063\u3066\u3044\u308b\u6642\u306f\u767a\u71b1\u3082\u5c11\u306a\u304f\u3001\u8efd\u5feb\u306b\u52d5\u4f5c\u3057\u3066\u3044\u308b\u611f\u899a\u304c\u3042\u3063\u305f\u70b9\u3067\u3059\u3002\u30d0\u30c3\u30c6\u30ea\u30fc\u3078\u306e\u8ca0\u8377\u3082\u8efd\u6e1b\u3067\u304d\u3066\u3044\u308b\u3088\u3046\u306b\u611f\u3058\u307e\u3057\u305f\u3002\u30e1\u30e2\u30ea\u3092\u5897\u3084\u305b\u3070\u3001\uff18B\u3084\u305d\u308c\u4ee5\u4e0a\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306eLLM\u30e2\u30c7\u30eb\u3082\u52d5\u304b\u305b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u25a0 \u73fe\u6642\u70b9\u3067\u306e\u7d50\u8ad6\u3068\u4eca\u5f8c\u306e\u5c55\u671b<\/strong><\/h2>\n\n\n\n<p>\u4eca\u56de\u3001\u8272\u3005\u3068\u8a66\u884c\u932f\u8aa4\u3092\u91cd\u306d\u3066\u307f\u305f\u7d50\u679c\u3001\u73fe\u6642\u70b9\u3067\u306e\u7d50\u8ad6\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u7d50\u8ad6\uff1a<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">Surface Pro 12\u3067\u3082\u30ed\u30fc\u30ab\u30ebLLM\u306f\u52d5\u304b\u305b\u308b\u3002NPU\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u3082\u5b58\u5728\u3059\u308b\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6027\u80fd\u306e\u9650\u754c\uff1a<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u305f\u3060\u3057\u3001\u5feb\u9069\u306b\u52d5\u304f\u306e\u306f3B\u301c4B\uff0830\u301c40\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u7a0b\u5ea6\u306e\u8efd\u91cf\u30e2\u30c7\u30eb\u304c\u9650\u754c\u3002\uff08\u3053\u308c\u306fNPU\u306e\u6027\u80fd\u4e0d\u8db3\u3068\u3044\u3046\u3088\u308a\u300116GB\u3068\u3044\u3046\u30e1\u30e2\u30ea\u5bb9\u91cf\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\uff09<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u5b9f\u7528\u6027\uff1a<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u30e1\u30e2\u30ea16GB\u306eSurface Pro 12\u3067\u306fNPU\u306e\u80fd\u529b\u3092\u5341\u5206\u306b\u5f15\u304d\u51fa\u305b\u305a\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u306e\u58c1\u6253\u3061\u3001\u6587\u7ae0\u4f5c\u6210\u3084\u7ffb\u8a33\u3001PDF\u306e\u8aad\u307f\u8fbc\u307f\u306a\u3069\u306f\u3042\u308b\u7a0b\u5ea6\u53ef\u80fd\u3060\u304c\u3001\u56de\u7b54\u306e\u8cea\u306f\u30af\u30e9\u30a6\u30c9LLM\uff08ChatGPT\u306a\u3069\uff09\u306b\u9060\u304f\u53ca\u3070\u305a\u3001\u30af\u30e9\u30a6\u30c9LLM\u3092\u4ee3\u66ff\u3059\u308b\u3053\u3068\u306f\u4e0d\u53ef\u3002\u30aa\u30d5\u30e9\u30a4\u30f3\u3067AI\u3092\u6301\u3066\u308b\u3053\u3068\u306f\u5922\u304c\u3042\u308b\u304c\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3082\u7d50\u69cb\u3042\u308a\u3001\u30de\u30ec\u30fc\u30b7\u30a2\u306e\u4eba\u53e3\u3092\u8a2a\u306d\u308b\u30683\u51041000\u4e07\u4eba\u3068\u306e\u56de\u7b54\u304c\u3042\u3063\u305f\u3002<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u901f\u5ea6\uff1a<\/strong> <\/h4>\n\n\n\n<p style=\"line-height:2\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u3001\u30cd\u30c3\u30c8\u3092\u901a\u3055\u306a\u3044\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u304d\u3073\u304d\u3073\u3068\u5feb\u9069\u306b\u52d5\u304f\u3068\u3044\u3046\u3053\u3068\u304c\u8a00\u308f\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u3042\u308b\u3053\u3068\u306e\u901f\u5ea6\u7684\u306a\u512a\u4f4d\u6027\u306f\u5143\u3005\u3042\u307e\u308a\u671f\u5f85\u3057\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3080\u3057\u308d\u3001\u30e1\u30e2\u30ea\u4e0d\u8db3\u306a\u3069\u304c\u5f71\u97ff\u3059\u308b\u306e\u304b\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u306f\u30af\u30e9\u30a6\u30c9\u3088\u308a\u5fdc\u7b54\u304c\u9045\u3044\u3068\u611f\u3058\u308b\u5834\u9762\u3082\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u3082\u305d\u3082\u6700\u8fd1\u306e\u30af\u30e9\u30a6\u30c9LLM\u306f\u975e\u5e38\u306b\u9ad8\u901f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eca\u5f8c\u306e\u5c55\u671b<\/h3>\n\n\n\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u8a66\u7528\u6a5f\u3068\u3057\u3066\u8cfc\u5165\u3057\u305fSurface Pro 12\u3067\u3059\u304c\u3001\u30b5\u30a4\u30ba\u611f\u3084\u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u3061\u304c\u6c17\u306b\u5165\u308a\u3059\u304e\u307e\u3057\u305f\u306e\u3067\u3001\u3057\u3070\u3089\u304f\u306f\u3001\u3053\u306e\u30de\u30b7\u30f3\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u6700\u5927\u9650\u5f15\u304d\u51fa\u3059\u65b9\u5411\u3067\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u306f\u3001LM Studio\u304cNPU\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u3092\u5f85\u3061\u3064\u3064\u3001\u65e5\u9032\u6708\u6b69\u306eAI\u696d\u754c\u3067\u3059\u306e\u3067\u3001\u3055\u3089\u306b\u8efd\u304f\u52d5\u4f5c\u3059\u308b\u6709\u80fd\u306aLLM\u30e2\u30c7\u30eb\u304c\u767a\u8868\u3055\u308c\u308b\u306e\u3082\u697d\u3057\u307f\u306b\u5f85\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u3001Deepseek\u3084Qwen\u3001Gemma\u3068\u3044\u3063\u305fLLM\u30e2\u30c7\u30eb\u306e\u767a\u8868\u306f\u3001\u81ea\u5206\u4e8b\u3068\u3044\u3046\u3088\u308a\u4fdd\u6709\u3057\u3066\u3044\u308b\u682a\u5f0f\u306e\u682a\u4fa1\u304c\u5909\u52d5\u3059\u308b\u6750\u6599\u3068\u3057\u3066\u898b\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u4eca\u5f8c\u306f\u81ea\u5206\u304c\u5b9f\u969b\u306b\u4f7f\u3046\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u305d\u306e\u767b\u5834\u304c\u697d\u3057\u307f\u306b\u306a\u3063\u305f\u70b9\u3082\u4eca\u56de\u306e\u5927\u304d\u306a\u53ce\u7a6b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u666e\u6bb5\u4f7f\u3044\u306ePC\u3068\u3057\u3066\u306f\u3053\u306eSurface Pro 12\u306e\u30b5\u30a4\u30ba\u3084\u30d0\u30c3\u30c6\u30ea\u30fc\u3001\u53d6\u308a\u56de\u3057\u306e\u826f\u3055\u304c\u6c17\u306b\u5165\u308a\u3059\u304e\u3066\u3044\u308b\u306e\u3067\u3001\u30de\u30b7\u30f3\u81ea\u4f53\u3092\u30b0\u30ec\u30fc\u30c9\u30a2\u30c3\u30d7\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30aa\u30d5\u30a3\u30b9\u306b\u7701\u96fb\u529b\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u69cb\u3048\u3001\u305d\u308c\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3092\u69cb\u7bc9\u3057\u3066\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u7531\u3067\u4f7f\u3046\u3068\u3044\u3046\u3088\u3046\u306a\u65b9\u5411\u6027\u3082\u691c\u8a0e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u307e\u305f\u3002<\/p>\n\n\n\n<p>2025\u5e749\u67086\u65e5<\/p>\n\n\n\n<p>\u718a\u6728 \u96c4\u4ecb <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001KSG Holdings Ltd.\u306e\u53f8\u6cd5\u66f8\u58eb \u718a\u6728\u3067\u3059\u3002 \u3044\u3064\u3082\u30d6\u30ed\u30b0\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 \u3055\u3066\u3001\u4eca\u56de\u306f\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u5185\u306b\u751f\u6210AI\u3092\u69cb\u7bc9\u3057\u305f\u3068\u3044\u3046\u304a\u8a71\u3057\u3067\u3059\u3002\u6700\u8fd1\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u306f\u76ee\u899a\u307e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5810,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[9,1],"tags":[],"class_list":["post-5803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apple","category-1"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kumakiblog.com\/?p=5803\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3093\u306b\u3061\u306f\u3001KSG Holdings Ltd.\u306e\u53f8\u6cd5\u66f8\u58eb \u718a\u6728\u3067\u3059\u3002 \u3044\u3064\u3082\u30d6\u30ed\u30b0\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 \u3055\u3066\u3001\u4eca\u56de\u306f\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u5185\u306b\u751f\u6210AI\u3092\u69cb\u7bc9\u3057\u305f\u3068\u3044\u3046\u304a\u8a71\u3057\u3067\u3059\u3002\u6700\u8fd1\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u306f\u76ee\u899a\u307e [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kumakiblog.com\/?p=5803\" \/>\n<meta property=\"og:site_name\" content=\"Kumaki Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kumaki.yusuke\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/kumaki.yusuke\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-06T11:00:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-06T11:32:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1920\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u718a\u6728 \u96c4\u4ecb\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u718a\u6728 \u96c4\u4ecb\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"17\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803\"},\"author\":{\"name\":\"\u718a\u6728 \u96c4\u4ecb\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#\\\/schema\\\/person\\\/12b88241ece11e24bdc59bfd9d522f0e\"},\"headline\":\"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002\",\"datePublished\":\"2025-09-06T11:00:49+00:00\",\"dateModified\":\"2025-09-06T11:32:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803\"},\"wordCount\":266,\"publisher\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/IMG_20250906_182139-scaled.jpg\",\"articleSection\":[\"\uff29\uff34\u3001\u30ac\u30b8\u30a7\u30c3\u30c8\u3001Apple\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803\",\"url\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803\",\"name\":\"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/IMG_20250906_182139-scaled.jpg\",\"datePublished\":\"2025-09-06T11:00:49+00:00\",\"dateModified\":\"2025-09-06T11:32:15+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kumakiblog.com\\\/?p=5803\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#primaryimage\",\"url\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/IMG_20250906_182139-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/IMG_20250906_182139-scaled.jpg\",\"width\":2560,\"height\":1920},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/?p=5803#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kumakiblog.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#website\",\"url\":\"https:\\\/\\\/kumakiblog.com\\\/\",\"name\":\"Kumaki Blog\",\"description\":\"\u30e9\u30d6\u30a2\u30f3\u3084\u30de\u30ec\u30fc\u30b7\u30a2\u3067\u306e\u4f1a\u793e\u8a2d\u7acb\u3001\u30d3\u30b6\u3001\u53e3\u5ea7\u958b\u8a2d\u306a\u3069\u309210\u5e74\u4ee5\u4e0a\u306e\u5b9f\u7e3e\u3092\u3082\u3064\u73fe\u5730\u5728\u4f4f\u53f8\u6cd5\u66f8\u58eb\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\",\"publisher\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kumakiblog.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#organization\",\"name\":\"KSG Holdings Ltd.\",\"alternateName\":\"\u53f8\u6cd5\u66f8\u58eb\u3000\u718a\u6728\u3000\u96c4\u4ecb\",\"url\":\"https:\\\/\\\/kumakiblog.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/6f890f77c8c4a7ced4842fa3c06eb975.png\",\"contentUrl\":\"https:\\\/\\\/kumakiblog.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/6f890f77c8c4a7ced4842fa3c06eb975.png\",\"width\":2851,\"height\":1386,\"caption\":\"KSG Holdings Ltd.\"},\"image\":{\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/kumaki.yusuke\",\"https:\\\/\\\/x.com\\\/yusukekumaki\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kumakiblog.com\\\/#\\\/schema\\\/person\\\/12b88241ece11e24bdc59bfd9d522f0e\",\"name\":\"\u718a\u6728 \u96c4\u4ecb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g\",\"caption\":\"\u718a\u6728 \u96c4\u4ecb\"},\"description\":\"KSG Holdings Ltd. \u306e\u718a\u6728\u96c4\u4ecb\uff08\u53f8\u6cd5\u66f8\u58eb\uff09\u3067\u3059\u3002 2013\u5e74\u306b\u30de\u30ec\u30fc\u30b7\u30a2\u3078\u79fb\u4f4f\u3057\u3001\u30af\u30a2\u30e9\u30eb\u30f3\u30d7\u30fc\u30eb\u3092\u62e0\u70b9\u306b\u3001 \u30de\u30ec\u30fc\u30b7\u30a2\u3001\u30e9\u30d6\u30a2\u30f3\u3067\u306e\u6cd5\u4eba\u8a2d\u7acb\u3001\u30d3\u30b6\u7533\u8acb\u3001\u8a2d\u7acb\u5f8c\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u4e2d\u5fc3\u306b\u6d3b\u52d5\u3057\u3066\u304a\u308a\u307e\u3059\u3002\",\"sameAs\":[\"https:\\\/\\\/jm-experts.net\\\/\",\"https:\\\/\\\/www.facebook.com\\\/kumaki.yusuke\",\"https:\\\/\\\/x.com\\\/yusukekumaki\"],\"url\":\"https:\\\/\\\/kumakiblog.com\\\/?author=1\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kumakiblog.com\/?p=5803","og_locale":"ja_JP","og_type":"article","og_title":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog","og_description":"\u3053\u3093\u306b\u3061\u306f\u3001KSG Holdings Ltd.\u306e\u53f8\u6cd5\u66f8\u58eb \u718a\u6728\u3067\u3059\u3002 \u3044\u3064\u3082\u30d6\u30ed\u30b0\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 \u3055\u3066\u3001\u4eca\u56de\u306f\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3\u5185\u306b\u751f\u6210AI\u3092\u69cb\u7bc9\u3057\u305f\u3068\u3044\u3046\u304a\u8a71\u3057\u3067\u3059\u3002\u6700\u8fd1\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u306f\u76ee\u899a\u307e [&hellip;]","og_url":"https:\/\/kumakiblog.com\/?p=5803","og_site_name":"Kumaki Blog","article_publisher":"https:\/\/www.facebook.com\/kumaki.yusuke","article_author":"https:\/\/www.facebook.com\/kumaki.yusuke","article_published_time":"2025-09-06T11:00:49+00:00","article_modified_time":"2025-09-06T11:32:15+00:00","og_image":[{"width":2560,"height":1920,"url":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg","type":"image\/jpeg"}],"author":"\u718a\u6728 \u96c4\u4ecb","twitter_misc":{"\u57f7\u7b46\u8005":"\u718a\u6728 \u96c4\u4ecb","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"17\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kumakiblog.com\/?p=5803#article","isPartOf":{"@id":"https:\/\/kumakiblog.com\/?p=5803"},"author":{"name":"\u718a\u6728 \u96c4\u4ecb","@id":"https:\/\/kumakiblog.com\/#\/schema\/person\/12b88241ece11e24bdc59bfd9d522f0e"},"headline":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002","datePublished":"2025-09-06T11:00:49+00:00","dateModified":"2025-09-06T11:32:15+00:00","mainEntityOfPage":{"@id":"https:\/\/kumakiblog.com\/?p=5803"},"wordCount":266,"publisher":{"@id":"https:\/\/kumakiblog.com\/#organization"},"image":{"@id":"https:\/\/kumakiblog.com\/?p=5803#primaryimage"},"thumbnailUrl":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg","articleSection":["\uff29\uff34\u3001\u30ac\u30b8\u30a7\u30c3\u30c8\u3001Apple"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/kumakiblog.com\/?p=5803","url":"https:\/\/kumakiblog.com\/?p=5803","name":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002 - Kumaki Blog","isPartOf":{"@id":"https:\/\/kumakiblog.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kumakiblog.com\/?p=5803#primaryimage"},"image":{"@id":"https:\/\/kumakiblog.com\/?p=5803#primaryimage"},"thumbnailUrl":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg","datePublished":"2025-09-06T11:00:49+00:00","dateModified":"2025-09-06T11:32:15+00:00","breadcrumb":{"@id":"https:\/\/kumakiblog.com\/?p=5803#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kumakiblog.com\/?p=5803"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/kumakiblog.com\/?p=5803#primaryimage","url":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg","contentUrl":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2025\/09\/IMG_20250906_182139-scaled.jpg","width":2560,"height":1920},{"@type":"BreadcrumbList","@id":"https:\/\/kumakiblog.com\/?p=5803#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kumakiblog.com\/"},{"@type":"ListItem","position":2,"name":"Surface Pro 12\u30ec\u30d3\u30e5\u30fc\u3068\u30ed\u30fc\u30ab\u30ebLLM\u69cb\u7bc9\u8a18\u3002Snapdragon\u300112\u30a4\u30f3\u30c1\u306e\u4f7f\u7528\u611f\u3001NPU\u306a\u3069\u3002"}]},{"@type":"WebSite","@id":"https:\/\/kumakiblog.com\/#website","url":"https:\/\/kumakiblog.com\/","name":"Kumaki Blog","description":"\u30e9\u30d6\u30a2\u30f3\u3084\u30de\u30ec\u30fc\u30b7\u30a2\u3067\u306e\u4f1a\u793e\u8a2d\u7acb\u3001\u30d3\u30b6\u3001\u53e3\u5ea7\u958b\u8a2d\u306a\u3069\u309210\u5e74\u4ee5\u4e0a\u306e\u5b9f\u7e3e\u3092\u3082\u3064\u73fe\u5730\u5728\u4f4f\u53f8\u6cd5\u66f8\u58eb\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002","publisher":{"@id":"https:\/\/kumakiblog.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kumakiblog.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/kumakiblog.com\/#organization","name":"KSG Holdings Ltd.","alternateName":"\u53f8\u6cd5\u66f8\u58eb\u3000\u718a\u6728\u3000\u96c4\u4ecb","url":"https:\/\/kumakiblog.com\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/kumakiblog.com\/#\/schema\/logo\/image\/","url":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2023\/09\/6f890f77c8c4a7ced4842fa3c06eb975.png","contentUrl":"https:\/\/kumakiblog.com\/wp-content\/uploads\/2023\/09\/6f890f77c8c4a7ced4842fa3c06eb975.png","width":2851,"height":1386,"caption":"KSG Holdings Ltd."},"image":{"@id":"https:\/\/kumakiblog.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kumaki.yusuke","https:\/\/x.com\/yusukekumaki"]},{"@type":"Person","@id":"https:\/\/kumakiblog.com\/#\/schema\/person\/12b88241ece11e24bdc59bfd9d522f0e","name":"\u718a\u6728 \u96c4\u4ecb","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fa01d81441f0e2de1bb620003fb922bf9356a5d164290b2c88b01b4077459a13?s=96&d=mm&r=g","caption":"\u718a\u6728 \u96c4\u4ecb"},"description":"KSG Holdings Ltd. \u306e\u718a\u6728\u96c4\u4ecb\uff08\u53f8\u6cd5\u66f8\u58eb\uff09\u3067\u3059\u3002 2013\u5e74\u306b\u30de\u30ec\u30fc\u30b7\u30a2\u3078\u79fb\u4f4f\u3057\u3001\u30af\u30a2\u30e9\u30eb\u30f3\u30d7\u30fc\u30eb\u3092\u62e0\u70b9\u306b\u3001 \u30de\u30ec\u30fc\u30b7\u30a2\u3001\u30e9\u30d6\u30a2\u30f3\u3067\u306e\u6cd5\u4eba\u8a2d\u7acb\u3001\u30d3\u30b6\u7533\u8acb\u3001\u8a2d\u7acb\u5f8c\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u4e2d\u5fc3\u306b\u6d3b\u52d5\u3057\u3066\u304a\u308a\u307e\u3059\u3002","sameAs":["https:\/\/jm-experts.net\/","https:\/\/www.facebook.com\/kumaki.yusuke","https:\/\/x.com\/yusukekumaki"],"url":"https:\/\/kumakiblog.com\/?author=1"}]}},"_links":{"self":[{"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5803"}],"version-history":[{"count":13,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5803\/revisions"}],"predecessor-version":[{"id":5819,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5803\/revisions\/5819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=\/wp\/v2\/media\/5810"}],"wp:attachment":[{"href":"https:\/\/kumakiblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kumakiblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}