{"id":3155,"date":"2026-03-23T10:49:32","date_gmt":"2026-03-23T01:49:32","guid":{"rendered":"https:\/\/tech-camp.in\/ai-navi\/?p=3155"},"modified":"2026-03-23T10:49:33","modified_gmt":"2026-03-23T01:49:33","slug":"gemini-3-1-pro","status":"publish","type":"post","link":"https:\/\/tech-camp.in\/ai-navi\/gemini-3-1-pro\/","title":{"rendered":"Gemini 3.1 Pro\u3068\u306f\uff1f\u30ea\u30ea\u30fc\u30b9\u5185\u5bb9\u3068\u65b0\u30e2\u30c7\u30eb\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u5fb9\u5e95\u89e3\u8aac\uff01"},"content":{"rendered":"\n

Google\u304c2026\u5e742\u670819\u65e5\u306b\u300cGemini 3.1 Pro\u300d\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u6570\u5024\u7684\u306a\u80fd\u529b\u9762\u3067\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001AI\u304c\u82e6\u624b\u3068\u3057\u3066\u304d\u305f\u300c\u672a\u77e5\u306e\u30ed\u30b8\u30c3\u30af\u30d1\u30bf\u30fc\u30f3\u3092\u89e3\u304f\u529b\u300d\u304c\u524d\u30e2\u30c7\u30eb\u6bd4\u30672\u500d\u4ee5\u4e0a\u306b\u5411\u4e0a\u3057\u305f\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u96e3\u89e3\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cARC-AGI-2\u300d\u3067\u306f\u3001\u524d\u30e2\u30c7\u30eb\u306eGemini 3 Pro\u304c31.1%\u3060\u3063\u305f\u306e\u306b\u5bfe\u3057\u30013.1 Pro\u306f77.1%\u3092\u8a18\u9332\u3002<\/p>\n\n\n\n

\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u52d5\u304fSVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u56fd\u969b\u5b87\u5b99\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u3063\u305f\u308a\u3068\u3001\u30c7\u30e2\u304b\u3089\u3082\u300c\u4e00\u6bb5\u4e0a\u306e\u77e5\u80fd\u300d\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001\u516c\u5f0f\u30c7\u30e2\u3067\u7d39\u4ecb\u3055\u308c\u305f4\u3064\u306e\u5b9f\u4f8b\u3092\u8ef8\u306b\u3001Gemini 3.1 Pro\u306e\u80fd\u529b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Gemini 3.1 Pro\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n

Gemini 3.1 Pro\u306f\u30012026\u5e742\u670819\u65e5\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u300cGemini 3\u30b7\u30ea\u30fc\u30ba\u300d\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n

Gemini\u306b\u306f\u9ad8\u901f\u30e2\u30fc\u30c9\u3084\u601d\u8003\u30e2\u30fc\u30c9(\u3044\u308f\u3086\u308bFlash\u30e2\u30c7\u30eb)\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u540d\u306b\u300cPro\u300d\u3068\u66f8\u304b\u308c\u305f\u30e2\u30fc\u30c9\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067Gemini 3.1 Pro\u3092\u4f53\u9a13\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\"gemini3.1Pro\u306e\u5834\u6240\"<\/figure>\n\n\n\n

Gemini 3.1 Pro\u306e\u8981\u70b9<\/h3>\n\n\n\n

\u5b9a\u91cf\u7684\u5909\u5316<\/strong><\/h4>\n\n\n\n

\u63a8\u8ad6\u80fd\u529b\u304cGemini 3 Pro\u3068\u6bd4\u8f03\u3057\u30662\u500d\u4ee5\u4e0a\u5411\u4e0a(ARC-AGI-2: 31.1% \u2192 77.1%)\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u62bd\u8c61\u7684\u306a\u554f\u984c\u89e3\u6c7a\u3084\u591a\u6bb5\u968e\u63a8\u8ad6\u306b\u304a\u3051\u308b\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u6539\u5584\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

ARC-AGI-2\u306f\u6c4e\u7528\u7684\u306a\u77e5\u80fd\u6027\u80fd\u3092\u6e2c\u308b\u6307\u6a19\u3067\u3042\u308a\u3001\u3053\u306e\u30b9\u30b3\u30a2\u306e\u5411\u4e0a\u306f\u5358\u306a\u308b\u77e5\u8b58\u91cf\u3067\u306f\u306a\u304f\u300c\u8003\u3048\u308b\u529b\u300d\u306e\u5f37\u5316\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u5b9f\u52d9\u306b\u304a\u3044\u3066\u3082\u3001\u8907\u96d1\u306a\u8981\u4ef6\u6574\u7406\u3084\u8a2d\u8a08\u30bf\u30b9\u30af\u3078\u306e\u9069\u7528\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb<\/strong><\/h4>\n\n\n\n

Gemini\u306f\u30c1\u30e3\u30c3\u30c8\u30d9\u30fc\u30b9\u3067\u306e\u5bfe\u8a71\u3001Google AI Studio\u306f\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3001Vertex AI\u306f\u672c\u756a\u904b\u7528\u3001NotebookLM\u306f\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u3068\u3044\u3063\u305f\u5f62\u3067\u3001\u305d\u308c\u305e\u308c\u5f79\u5272\u304c\u660e\u78ba\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306b\u3088\u308a\u3001\u691c\u8a3c\u304b\u3089\u958b\u767a\u3001\u904b\u7528\u3001\u6d3b\u7528\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066Google\u306e\u30b5\u30fc\u30d3\u30b9\u5185\u3067\u5b8c\u7d50\u3067\u304d\u308b\u69cb\u6210\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u7279\u306b\u4f01\u696d\u5c0e\u5165\u306b\u304a\u3044\u3066\u306f\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u5c55\u958b\u3092\u5b9f\u73fe\u3057\u3084\u3059\u3044\u3068\u500b\u4eba\u7684\u306b\u3082\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f7f\u7528\u611f<\/strong><\/h4>\n\n\n\n

SVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u751f\u6210\u306b\u304a\u3044\u3066\u3001\u7d30\u90e8\u306e\u8868\u73fe\u529b\u3084\u69cb\u9020\u7406\u89e3\u304c\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u3088\u308a\u5b9f\u7528\u7684\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u4e00\u65b9\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u56de\u7b54\u306e\u54c1\u8cea\u306b\u3064\u3044\u3066\u306f\u5927\u304d\u306a\u5909\u5316\u306f\u611f\u3058\u306a\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3057\u3001\u30b9\u30e9\u30a4\u30c9\u751f\u6210\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u7cfb\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306b\u95a2\u3057\u3066\u306f\u5b8c\u6210\u5ea6\u4e0a\u304c\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u7528\u9014\u306b\u3088\u3063\u3066\u306f\u4f53\u611f\u7684\u306a\u9032\u5316\u3092\u611f\u3058\u3084\u3059\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

Gemini 3 Pro\u304b\u3089\u4f55\u304c\u5909\u308f\u3063\u305f\u306e\u304b<\/h3>\n\n\n\n

\u307e\u305a\u5b9a\u91cf\u7684\u306a\u3068\u3053\u308d\u3068\u3057\u3066\u306f\u3001\u524d\u30e2\u30c7\u30eb\u306eGemini 3 Pro\u3068\u6bd4\u8f03\u3057\u3066\u6700\u3082\u5927\u304d\u306a\u5909\u5316\u306f\u300c\u63a8\u8ad6\u306e\u6df1\u3055\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

ARC-AGI-2\u306f\u3001\u30e2\u30c7\u30eb\u304c\u904e\u53bb\u306b\u5b66\u7fd2\u3057\u305f\u3053\u3068\u306e\u306a\u3044\u5168\u304f\u65b0\u3057\u3044\u30ed\u30b8\u30c3\u30af\u30d1\u30bf\u30fc\u30f3\u3092\u89e3\u3051\u308b\u304b\u3092\u8a55\u4fa1\u3059\u308b\u3082\u306e\u3067\u3001AI\u306e\u771f\u306e\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3092\u6e2c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eba\u9593\u306e\u5e73\u5747\u30b9\u30b3\u30a2\u306f60\u301c66%\u7a0b\u5ea6\u3067\u3059\u3002<\/p>\n\n\n\n

Gemini 3 Pro\u306e\u30b9\u30b3\u30a2\u306f31.1%\uff082025\u5e7411\u6708\u30ea\u30ea\u30fc\u30b9\u6642\u70b9\uff09\u3067\u3057\u305f\u304c\u30013.1 Pro\u3067\u306f77.1%\u307e\u3067\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u30022\u500d\u4ee5\u4e0a\u306e\u4f38\u3073\u3067\u3042\u308a\u3001\u4eba\u9593\u306e\u5e73\u5747\u30b9\u30b3\u30a2\u3082\u8d85\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n

\u53c2\u8003: Gemini 3.1 Pro: A smarter model for your most complex tasks<\/a><\/p>\n<\/blockquote>\n\n\n\n

Gemini 3.1 Pro\u3067\u3067\u304d\u308b\u3053\u3068\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n

Google\u516c\u5f0f\u30d6\u30ed\u30b0\u3067\u306f4\u3064\u306e\u30c7\u30e2\u52d5\u753b\u3092\u901a\u3058\u3066\u30013.1 Pro\u306e\u80fd\u529b\u3092\u5177\u4f53\u7684\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\u306e\u30c7\u30e2\u52d5\u753b\u30bb\u30af\u30b7\u30e7\u30f3<\/a><\/p>\n\n\n\n

\u5b9f\u969b\u306b\u691c\u8a3c\u3082\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u4eca\u56de\u306f\u89e6\u3063\u3066\u307f\u305f\u611f\u899a\u306b\u3064\u3044\u3066\u3082\u304a\u8a71\u3057\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

SVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u751f\u6210\u3059\u308b<\/h3>\n\n\n\n

\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001Web\u30b5\u30a4\u30c8\u306b\u305d\u306e\u307e\u307e\u8cbc\u308a\u4ed8\u3051\u3089\u308c\u308b\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3SVG\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u901a\u5e38\u3001\u52d5\u304f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u308d\u3046\u3068\u3059\u308b\u3068\u300c\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u300d\u300c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u300c\u8abf\u6574\u300d\u3068\u3044\u3046\u8907\u6570\u306e\u5de5\u7a0b\u304c\u767a\u751f\u3057\u307e\u3059\u304c\u30013.1 Pro\u306f\u305d\u306e\u5168\u5de5\u7a0b\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u4e00\u62ec\u751f\u6210\u3057\u307e\u3059\u3002
<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n

\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\uff08Google Keyword\uff09<\/a><\/p>\n<\/blockquote>\n\n\n\n

SVG\u306f\u30d4\u30af\u30bb\u30eb\u3067\u306f\u306a\u304f\u30b3\u30fc\u30c9\u3067\u63cf\u304b\u308c\u308b\u305f\u3081\u3001\u3069\u306e\u30b5\u30a4\u30ba\u306b\u62e1\u5927\u3057\u3066\u3082\u52a3\u5316\u304c\u306a\u304f\u3001\u52d5\u753b\u30d5\u30a1\u30a4\u30eb\u3068\u6bd4\u3079\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u3082\u6841\u9055\u3044\u306b\u5c0f\u3055\u3044\u70b9\u3082\u5b9f\u7528\u4e0a\u306e\u5f37\u307f\u3067\u3059\u3002\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u3084\u6280\u8853\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u52d5\u304f\u56f3\u89e3\u3092\u5165\u308c\u305f\u3044\u5834\u9762\u3067\u3001\u3059\u3050\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u79c1\u3082\u8a66\u3057\u306b\u4f5c\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u4ee5\u4e0b\u3002<\/p>\n\n\n\n

\u751f\u6210AI\u304c\u3069\u3046\u3084\u3063\u3066\u4eba\u9593\u304c\u5165\u529b\u3057\u305f\u60c5\u5831\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u308b\u306e\u304b\u304c\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u7406\u89e3\u3067\u304d\u308bSVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n
\u6210\u679c\u7269\u306f\u3053\u3061\u3089\u3067\u3059\u3002
<\/p>\n\n\n\n
\"SVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u6210\u679c\u7269\"<\/figure>\n\n\n\n
\u3046\u30fc\u3093\u3002\u3002\u305d\u3053\u307e\u3067\u826f\u304f\u306a\u3063\u305f\u611f\u89e6\u306f\u306a\u3044\u3067\u3059\u306d\u3002\u3002<\/p>\n\n\n\n
\u305f\u3060\u3001Canvas\u3092\u4f7f\u3063\u3066\u4f5c\u3089\u305b\u3066\u307f\u305f\u3068\u3053\u308d\u3001
<\/p>\n\n\n\n
\"Canvas\u3067\u306eSVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u6210\u679c\u7269\"<\/figure>\n\n\n\n
\u3068\u3044\u3046\u611f\u3058\u3067\u3001\u304b\u306a\u308a\u308f\u304b\u308a\u3084\u3059\u3044\u3068\u611f\u3058\u308b\u3082\u306e\u304c\u751f\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u300c\u4e00\u4f53\u3053\u308c\u3092\u3069\u3046\u6d3b\u7528\u3059\u308b\u306e\uff1f\u300d\u3068\u3044\u3046\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u30d1\u30c3\u3068\u601d\u3044\u3064\u304f\u306e\u306fWeb\u30b5\u30a4\u30c8\u3078\u306e\u57cb\u3081\u8fbc\u307f<\/span><\/strong>\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u308c\u307e\u3067\u306f\u52d5\u753b\u7de8\u96c6\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u304c\u4e3b\u6d41\u3067\u3057\u305f\u3002<\/p>\n\n\n\n
\u305d\u306e\u52d5\u753b\u7de8\u96c6\u30bd\u30d5\u30c8\u3082\u30b5\u30d6\u30b9\u30af\u3067\u3001\u5927\u4f53\u306f\u6708\u984d1000\u5186\u4ee5\u4e0a\u304b\u304b\u308a\u307e\u3059\u3057\u3001\u81a8\u5927\u306a\u5236\u4f5c\u6642\u9593\u3092\u8981\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u3057\u304b\u3057\u4eca\u306f\u3001Gemini 3.1 Pro\u306b\u300cWeb\u30b5\u30a4\u30c8\u7528\u306b\u301c\u301c\u3092\u8868\u3059\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092SVG\u5f62\u5f0f\u3067\u751f\u6210\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308c\u30701\u5206\u307b\u3069\u3067\u5b8c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u8907\u96d1\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u308b<\/h3>\n\n\n\n
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<\/p>\n\n\n\n
\"\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c7\u30e2\u52d5\u753b\"<\/figure>\n\n\n\n
\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\uff08Google Keyword\uff09<\/a><\/p>\n\n\n\n
\u8907\u96d1\u306aAPI\u306e\u4ed5\u69d8\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u3092\u308f\u304b\u308a\u3084\u3059\u3044UI\u306b\u843d\u3068\u3057\u8fbc\u3080\u3068\u3044\u3046\u300c\u6a4b\u6e21\u3057\u300d\u306e\u63a8\u8ad6\u3092\u81ea\u5f8b\u7684\u306b\u884c\u3063\u3066\u3044\u308b\u70b9\u304c\u65e7\u30e2\u30c7\u30eb\u3068\u306e\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
\u696d\u52d9\u3067\u306e\u5fdc\u7528\u3092\u8003\u3048\u308b\u306a\u3089\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3068\u9023\u643a\u3057\u305f\u72b6\u6cc1\u78ba\u8a8d\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u3001\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306a\u3069\u304c\u73fe\u5b9f\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u79c1\u3082\u516c\u5171\u4ea4\u901a\u6a5f\u95a2\u306e\u9045\u5ef6\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53ef\u8996\u5316\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Gemini 3.1 Pro\u3067\u4f5c\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u3042\u306a\u305f\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u30e2\u30c0\u30f3\u306aWeb\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u958b\u767a\u306b\u7cbe\u901a\u3057\u305f\u30b7\u30cb\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3059\u3002\nGoogle\u516c\u5f0f\u306e\u300cISS\uff08\u56fd\u969b\u5b87\u5b99\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8ffd\u8de1\u30c7\u30e2\u300d\u306e\u3088\u3046\u306a\u3001\u9ad8\u5ea6\u306a\u77e5\u6027\u3092\u611f\u3058\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u81ea\u5f8b\u7684\u306b\u69cb\u7bc9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n### 1. \u76ee\u7684\n\u516c\u5171\u4ea4\u901a\u6a5f\u95a2\uff08\u30d0\u30b9\u3084\u96fb\u8eca\uff09\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4f4d\u7f6e\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u30de\u30c3\u30d7\u4e0a\u306b\u53ef\u8996\u5316\u3059\u308b\u30e2\u30c0\u30f3\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308a\u305f\u3044\u3002\n\n### 2. \u6280\u8853\u30b9\u30bf\u30c3\u30af\n- HTML5 \/ Vanilla JavaScript (ES6+)\n- CSS3 (\u73fe\u4ee3\u7684\u306a\u30b0\u30e9\u30b9\u30e2\u30eb\u30d5\u30a3\u30ba\u30e0\u3092\u63a1\u7528)\n- \u30de\u30c3\u30d7\u30e9\u30a4\u30d6\u30e9\u30ea: Leaflet.js \u307e\u305f\u306f MapLibre GL JS\n- API: \u6771\u4eac\u90fd\u4ea4\u901a\u5c40\u3084\u516c\u5171\u4ea4\u901a\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\uff08GTFS-RT\uff09\u306e\u30aa\u30fc\u30d7\u30f3API\u3001\u307e\u305f\u306f\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30e2\u7528\u306e\u516c\u5171\u4ea4\u901a\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n&nbsp; \u203bAPI\u30ad\u30fc\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u30b3\u30fc\u30c9\u5185\u3067 `YOUR_API_KEY_HERE` \u3068\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u30fc\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n### 3. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6\n- **\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0**: \u30de\u30c3\u30d7\u4e0a\u3067\u8eca\u4e21\uff08\u30d0\u30b9\/\u96fb\u8eca\uff09\u306e\u30a2\u30a4\u30b3\u30f3\u304c\u73fe\u5728\u4f4d\u7f6e\u306b\u5408\u308f\u305b\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3001\u307e\u305f\u306f\u5b9a\u671f\u7684\u306a\u30dd\u30fc\u30ea\u30f3\u30b0\uff085\u301c10\u79d2\uff09\u3067\u30b9\u30e0\u30fc\u30ba\u306b\u79fb\u52d5\u3059\u308b\u3053\u3068\u3002\n- **\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b9\u30c6\u30fc\u30bf\u30b9**: \u9045\u5ef6\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u8eca\u4e21\u306f\u8272\u3092\u5909\u3048\u308b\u304b\u3001\u8b66\u544a\u30de\u30fc\u30af\u3092\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- **\u30b5\u30fc\u30d3\u30b9\u30fb\u30a2\u30e9\u30fc\u30c8\u306e\u81ea\u52d5\u8981\u7d04**: \u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u306b\u300c\u6ce8\u91c8\uff08Alert\uff09\u300d\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u3001\u305d\u308c\u3092\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u3067\u300c\u73fe\u5728\u306e\u904b\u884c\u72b6\u6cc1\u300d\u3068\u3057\u3066\u30b5\u30a4\u30c9\u30d0\u30fc\u306b\u8981\u7d04\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- **\u30d7\u30ec\u30df\u30a2\u30e0\u306a\u30c7\u30b6\u30a4\u30f3**: ISS\u30c7\u30e2\u306e\u3088\u3046\u306a\u300c\u5c02\u9580\u5bb6\u306e\u30c4\u30fc\u30eb\u300d\u611f\u306e\u3042\u308b\u3001\u9ad8\u3044\u8996\u8a8d\u6027\u3068\u7f8e\u3057\u3055\u3092\u4e21\u7acb\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n### 4. \u5b9f\u884c\u30b9\u30c6\u30c3\u30d7\n1. \u307e\u305a\u3001\u4f7f\u7528\u3059\u308bAPI\u306e\u69cb\u9020\uff08GTFS-RT\u306a\u3069\uff09\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u3042\u308b\u3044\u306f\u5b9f\u5728\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3092\u60f3\u5b9a\u3057\u3066\u89e3\u6790\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30d5\u30a1\u30a4\u30eb\uff08HTML\uff09\u3001\u30b9\u30bf\u30a4\u30eb\uff08CSS\uff09\u3001\u30ed\u30b8\u30c3\u30af\uff08JS\uff09\u3092\u4e00\u3064\u306e\u6210\u679c\u7269\u3068\u3057\u3066\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u4f4d\u7f6e\u306e\u79fb\u52d5\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u898b\u3048\u308b\u3088\u3046\u3001\u30a2\u30a4\u30b3\u30f3\u306e\u79fb\u52d5\u306b\u306f\u88dc\u9593\uff08Interpolation\uff09\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f\u3092\u7c21\u6f54\u306b\u53d6\u308a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n
(\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3082gemini\u306b\u4f5c\u3089\u305b\u305f\u3082\u306e\u3067\u3059)<\/p>\n\n\n\n
\u6210\u679c\u7269\u304c\u3053\u3061\u3089\u3067\u3059\u3002<\/p>\n\n\n\n
\"\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\"<\/figure>\n\n\n\n
\u30cf\u30f3\u30c9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u4ed8\u304d3D\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u4f53\u9a13\u3092\u751f\u6210\u3059\u308b<\/h3>\n\n\n\n
\u7fa4\u308c\u3067\u98db\u3076\u30e0\u30af\u30c9\u30ea\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08Murmuration\uff09\u30923D\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u30c7\u30e2\u3067\u306f\u3001\u8996\u899a\u7684\u306a\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3060\u3051\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30ab\u30e1\u30e9\u306b\u5411\u304b\u3063\u3066\u624b\u3092\u304b\u3056\u3059\u3053\u3068\u3067\u7fa4\u308c\u306e\u52d5\u304d\u3092\u64cd\u4f5c\u3067\u304d\u308b\u30cf\u30f3\u30c9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6a5f\u80fd\u3068\u3001\u9ce5\u306e\u52d5\u304d\u306b\u9023\u52d5\u3057\u3066\u5909\u5316\u3059\u308bBGM\u306e\u751f\u6210\u307e\u3067\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\uff08Google Keyword\uff09<\/a><\/p>\n\n\n\n
\u3053\u308c\u306f\u300c\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u3069\u3046\u7d44\u307f\u5408\u308f\u305b\u3066\u4e00\u3064\u306e\u4f53\u9a13\u306b\u7d71\u5408\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u8a2d\u8a08\u5224\u65ad\u3092\u30013.1 Pro\u304c\u81ea\u5f8b\u7684\u306b\u884c\u3063\u305f\u7d50\u679c\u3067\u3059\u3002\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5c55\u793a\u7269\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u306e\u5834\u9762\u3067\u306e\u6d3b\u7528\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u79c1\u3082\u5b9f\u969b\u306b\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067LP\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u30c1\u30eb\u306aLo-Fi HipHop\u3092\u5473\u899a\u5316\u3057\u305f\u3068\u3057\u305f\u3089\u3002\u30d1\u30b9\u30c6\u30eb\u30ab\u30e9\u30fc\u306e\u30b0\u30e9\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u57fa\u8abf\u3068\u3057\u305fWeb\u30c7\u30b6\u30a4\u30f3\u3067\u3001\u539f\u6750\u6599\u540d\u306b\u306f\u300e\u5915\u66ae\u308c\u306e\u9759\u5bc2\u300f\u300e\u53e4\u3044\u30ab\u30bb\u30c3\u30c8\u30c6\u30fc\u30d7\u306e\u30ce\u30a4\u30ba\u611f\u300f\u306a\u3069\u306e\u60c5\u7dd2\u7684\u306a\u8981\u7d20\u3092\u542b\u3081\u305fLP\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001\u305d\u306e\u539f\u6750\u6599\u540d\u306e\u5370\u8c61\u306b\u3074\u3063\u305f\u308a\u306aBGM\u3082\u751f\u6210\u3057\u3066LP\u5185\u3067\u518d\u751f\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u6027\u304c\u3042\u308b\u89e6\u308c\u308b\u3088\u3046\u306b3D\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aLP\u3092\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n
\u6210\u679c\u7269\u304c\u3053\u3061\u3089\u3067\u3059\u3002
<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\uff08Google Keyword\uff09<\/a><\/p>\n\n\n\n
\u80cc\u666f\u306b\u3042\u308b3D\u30a2\u30a4\u30b3\u30f3\u306e\u8cea\u611f\u3092\u3082\u3046\u5c11\u3057\u826f\u304f\u3057\u305f\u3044\u306a\u3068\u601d\u3044\u3064\u3064\u3001\u97f3\u697d\u3082\u518d\u751f\u3067\u304d\u3001\u30e2\u30fc\u30b7\u30e7\u30f3\u3082\u81ea\u7136\u3067\u5b8c\u6210\u5ea6\u304c\u9ad8\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u3084\u306f\u308a\u97f3\u697d\u3082\u751f\u6210\u3057\u3066\u30b5\u30a4\u30c8\u5185\u306b\u5b9f\u88c5\u3057\u3066\u304f\u308c\u308b\u306e\u306f\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u306d\u3002<\/p>\n\n\n\n
\u6587\u7ae0\u306e\u300c\u96f0\u56f2\u6c17\u300d\u3092\u63a8\u8ad6\u3057\u3066\u30c7\u30b6\u30a4\u30f3\u306b\u5909\u63db\u3059\u308b<\/h3>\n\n\n\n
\u30a8\u30df\u30ea\u30fc\u30fb\u30d6\u30ed\u30f3\u30c6\u306e\u5c0f\u8aac\u300c\u5d50\u304c\u4e18\u300d\u306e\u4e3b\u4eba\u516c\u3092\u30e2\u30c1\u30fc\u30d5\u306b\u3057\u305f\u3001\u73fe\u4ee3\u7684\u306a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u30b5\u30a4\u30c8\u3092\u751f\u6210\u3059\u308b\u30c7\u30e2\u3082\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002
<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u53c2\u8003: \u516c\u5f0f\u30d6\u30ed\u30b0\uff08Google Keyword\uff09<\/a><\/p>\n\n\n\n
\u5358\u306b\u300c\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u30b5\u30a4\u30c8\u3092\u4f5c\u3063\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3053\u306e\u6587\u5b66\u4f5c\u54c1\u306e\u30c8\u30fc\u30f3\u3092\u73fe\u4ee3\u7684\u306a\u30c7\u30b6\u30a4\u30f3\u306b\u843d\u3068\u3057\u8fbc\u3080\u300d\u3068\u3044\u3046\u62bd\u8c61\u7684\u306a\u8981\u6c42\u30923.1 Pro\u304c\u63a8\u8ad6\u3057\u3066\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30c6\u30ad\u30b9\u30c8\u306e\u3042\u308b\u4e16\u754c\u89b3\u3084\u96f0\u56f2\u6c17\u3092\u3001\u30b3\u30fc\u30c9\u3084\u30c7\u30b6\u30a4\u30f3\u3068\u3057\u3066\u8868\u73fe\u3057\u305f\u3044\u5834\u9762\u3067\u306e\u5fdc\u7528\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u79c1\u3082\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u30b5\u30a4\u30c8\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
19\u4e16\u7d00\u306b\u84b8\u6c17\u6a5f\u95a2\u304c\u6975\u9650\u307e\u3067\u767a\u9054\u3057\u305f\u4e16\u754c\u3067\u306e\u3001\u6700\u65b0\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u3092\u30c7\u30b6\u30a4\u30f3\u3057\u3066\u3002\u30d5\u30a9\u30f3\u30c8\u306f\u771f\u936e\u306e\u3088\u3046\u306a\u8cea\u611f\u3001\u30b9\u30af\u30ed\u30fc\u30eb\u30d0\u30fc\u306f\u6b6f\u8eca\u306e\u52d5\u304d\u3092\u6a21\u3057\u305fCSS\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u8a18\u4e8b\u306b\u306f\u300e\u6708\u65c5\u884c\u306e\u84b8\u6c17\u8239\u4e88\u7d04\u958b\u59cb\u300f\u3068\u3044\u3046\u30c8\u30d4\u30c3\u30af\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n
\u6210\u679c\u7269\u304c\u3053\u3061\u3089\u3067\u3059\u3002
<\/p>\n\n\n\n
\"Gemini3.1Pro\u304c\u751f\u6210\u3057\u305f\u30b9\u30c1\u30fc\u30e0\u30d1\u30f3\u30af\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\"<\/figure>\n\n\n\n
\u300c\u5e1d\u90fd \u74b0\u5883\u84b8\u6c17\u5727\u300d\u306e\u30e1\u30fc\u30bf\u30fc\u306e\u30e2\u30fc\u30b7\u30e7\u30f3\u3082\u3001\u30c1\u30fc\u30d7\u611f\u3092\u79c1\u306f\u611f\u3058\u305a\u3001\u826f\u3044\u306a\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u305f\u3068\u304d\u306b\u53f3\u306e\u6b6f\u8eca\u304c\u3001\u52d5\u304d\u306b\u5408\u308f\u305b\u3066\u56de\u308b\u306e\u3082\u826f\u3044\u5b9f\u88c5\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\n\n\n
\u4ed6\u306eAI\u3068\u306e\u9055\u3044\u306f\u4f55\u304b<\/h2>\n\n\n\n
\u76f4\u8fd1\u3067\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u5f37\u529b\u306a\u30e2\u30c7\u30eb\u3068\u30012026\u5e742\u6708\u6642\u70b9\u306e\u6700\u65b0\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u57fa\u3065\u304d\u3001\u4eca\u56de\u306e\u4e8b\u4f8b\u3092\u8ef8\u306b\u6bd4\u8f03\u30fb\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
SVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u751f\u6210\u3068\u8ad6\u7406\u7684\u63a8\u8ad6<\/h3>\n\n\n\n
\u300c\u521d\u898b\u306e\u30ed\u30b8\u30c3\u30af\u3092\u89e3\u304f\u300d\u80fd\u529b\u3092\u6e2c\u308bARC-AGI-2\u306b\u304a\u3044\u3066\u3001Gemini 3.1 Pro\u306f77.1%\u3092\u8a18\u9332\u3057\u3001Claude 4.6 Sonnet\u3084GPT-5.2\u306a\u3069\u306e\u524d\u4e16\u4ee3\u30e2\u30c7\u30eb\u3092\u5927\u304d\u304f\u7a81\u304d\u653e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
SVG\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30e2\u3067\u898b\u3089\u308c\u305f\u3088\u3046\u306a\u300c\u30c6\u30ad\u30b9\u30c8\u306e\u610f\u56f3\u304b\u3089\u52d5\u7684\u306a\u30b3\u30fc\u30c9\u69cb\u9020\u3092\u30bc\u30ed\u304b\u3089\u7d44\u307f\u4e0a\u3052\u308b\u300d\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u3053\u306e\u63a8\u8ad6\u306e\u7a81\u7834\u529b\u306f\u5927\u304d\u306a\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Claude 4.6 Sonnet\u3082\u9ad8\u5ea6\u306a\u6587\u7ae0\u69cb\u6210\u529b\u3068\u6587\u8108\u7406\u89e3\u3092\u6301\u3061\u5408\u308f\u305b\u3066\u3044\u307e\u3059\u304c\u3001\u30ed\u30b8\u30c3\u30af\u306e\u300c\u6df1\u3055\u300d\u304c\u5fc5\u8981\u306a\u5c40\u9762\u3067\u306f\u3001Gemini 3.1 Pro\u304c\u72ec\u81ea\u306e\u7acb\u3061\u4f4d\u7f6e\u3092\u7bc9\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u88c5\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u80fd\u529b\u3068\u5b8c\u9042\u529b<\/h3>\n\n\n\n
\u4e00\u65b9\u3067\u3001\u5b9f\u969b\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3084\u30bf\u30fc\u30df\u30ca\u30eb\u64cd\u4f5c\u3092\u4f34\u3046\u300c\u5b9f\u88c5\u306e\u5b8c\u9042\u80fd\u529b\u300d\u306b\u3064\u3044\u3066\u306f\u3001\u7af6\u5408\u30e2\u30c7\u30eb\u3082\u975e\u5e38\u306b\u5f37\u529b\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u88c5\u7cfb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cSWE-Bench Pro\u300d\u306b\u304a\u3044\u3066\u3001Gemini 3.1 Pro\u306f54.2%\u3068\u3044\u3046\u9ad8\u3044\u30b9\u30b3\u30a2\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3067\u3001\u540c\u6642\u671f\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305fGPT-5.3-Codex\u306f56.8%\u3092\u8a18\u9332\u3057\u3066\u304a\u308a\u3001\u5b9f\u88c5\u30fb\u30c7\u30d0\u30c3\u30b0\u30fb\u74b0\u5883\u64cd\u4f5c\u3068\u3044\u3063\u305f\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u306e\u5b9f\u52d9\u5b8c\u9042\u529b\u300d\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066GPT\u30b7\u30ea\u30fc\u30ba\u304c\u30ea\u30fc\u30c9\u3092\u4fdd\u3063\u3066\u3044\u308b\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4eca\u56de\u306e\u30c7\u30e2\u3067\u898b\u3089\u308c\u305fISS\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u69cb\u7bc9\u306e\u3088\u3046\u306a\u300cAPI\u3068\u30c7\u30b6\u30a4\u30f3\u306e\u7d71\u5408\u300d\u306f\u3001GPT-5.3-Codex\u3067\u3082\u540c\u7b49\u306e\u3001\u3042\u308b\u3044\u306f\u74b0\u5883\u306b\u3088\u3063\u3066\u306f\u3088\u308a\u52b9\u7387\u7684\u306a\u5b9f\u88c5\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\u30e6\u30fc\u30b6\u30fc\u306f\u300c\u65b0\u3057\u3044\u30ed\u30b8\u30c3\u30af\u306e\u8a2d\u8a08\u30fb\u767a\u660e\u300d\u306b\u306fGemini 3.1 Pro\u3092\u3001\u300c\u65e2\u5b58\u74b0\u5883\u3078\u306e\u5805\u5b9f\u306a\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316\u300d\u306b\u306fGPT-5.3-Codex\u3092\u3001\u3068\u3044\u3046\u3088\u3046\u306b\u4f7f\u3044\u5206\u3051\u308b\u306e\u304c\u73fe\u6642\u70b9\u3067\u306e\u8ce2\u3044\u9078\u629e\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
\n\n\n\n
Gemini 3.1 Pro\u306e\u4f7f\u3044\u65b9\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u304b<\/h2>\n\n\n\n
\u73fe\u6642\u70b9\u3067\u306f\u3001\u4e00\u5fdc\u30d7\u30ec\u30d3\u30e5\u30fc\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u74b0\u5883\u304b\u3089\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Gemini\u30a2\u30d7\u30ea\u304b\u3089\u4f7f\u3046<\/h3>\n\n\n\n
Google AI Pro\u307e\u305f\u306fUltra\u30d7\u30e9\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u9806\u6b21\u63d0\u4f9b\u4e2d\u3067\u3059\u3002<\/p>\n\n\n\n
\"Gemini\u30a2\u30d7\u30ea\u3067\u306e\u30e2\u30c7\u30eb\u9078\u629e\u753b\u9762\"<\/figure>\n\n\n\n
\u901a\u5e38\u306eGemini\u30a2\u30d7\u30ea\u306eUI\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u6700\u3082\u8eab\u8fd1\u306a\u65b9\u6cd5\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
Google AI Studio\u304b\u3089\u4f7f\u3046<\/h3>\n\n\n\n
\u30e2\u30c7\u30eb\u9078\u629e\u753b\u9762\u3067\u300cgemini 3.1 Pro(preview)\u300d\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u30c7\u30e2\u3068\u540c\u7b49\u306e\u6a5f\u80fd\u3092\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\"GoogleAIStudio\u3067\u306e\u30e2\u30c7\u30eb\u9078\u629e\u753b\u9762\"<\/figure>\n\n\n\n
\u307e\u3068\u3081<\/h2>\n\n\n\n
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