{"id":34282,"date":"2026-07-08T08:08:13","date_gmt":"2026-07-07T23:08:13","guid":{"rendered":"https:\/\/workwonders.jp\/media\/archives\/34282\/"},"modified":"2026-07-08T08:08:13","modified_gmt":"2026-07-07T23:08:13","slug":"gemini%e3%81%a7%e8%ab%96%e6%96%87%e8%a6%81%e7%b4%84%e3%82%92%e7%88%86%e9%80%9f%e5%8c%96%e3%81%99%e3%82%8b%e7%a5%9e%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e8%a8%ad%e8%a8%88%e8%a1%9310%e9%81%b8","status":"publish","type":"post","link":"https:\/\/workwonders.jp\/media\/archives\/34282\/","title":{"rendered":"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36.jpg\" alt=\"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34276\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h2>\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081<\/h2>\n<p>Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li>Gemini\u306f\u9577\u6587\u51e6\u7406\u306b\u5f37\u304f\u3001PRISMA\u6e96\u62e0\u306e\u69cb\u9020\u5316\u8981\u7d04\u3067\u3082\u9ad8\u3044\u54c1\u8cea\u30b9\u30b3\u30a2\u3092\u51fa\u305b\u308b\u305f\u3081\u3001\u8ad6\u6587\u8981\u7d04\u3068\u306e\u76f8\u6027\u304c\u3088\u3044<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u300c\u30da\u30eb\u30bd\u30ca\u30fb\u30bf\u30b9\u30af\u30fb\u6587\u8108\u30fb\u51fa\u529b\u5f62\u5f0f\u300d\u306e4\u8981\u7d20\u3092\u76db\u308a\u8fbc\u3080\u3068\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u5b89\u5b9a\u3059\u308b<\/li>\n<li>\u76ee\u7684\u5225\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u8981\u7d04\u30fb\u6279\u5224\u7684\u67fb\u8aad\u30fb\u7814\u7a76\u30ae\u30e3\u30c3\u30d7\u306e\u62bd\u51fa\u307e\u30671\u3064\u306e\u30c4\u30fc\u30eb\u3067\u30ab\u30d0\u30fc\u3067\u304d\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u539f\u5247\u304b\u3089\u5177\u4f53\u7684\u306a\u8a2d\u8a08\u885310\u9078\u3001\u3055\u3089\u306b\u8981\u7d04\u54c1\u8cea\u306e\u8a55\u4fa1\u65b9\u6cd5\u3084\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u306e\u5bfe\u7b56\u307e\u3067\u3001\u5b9f\u52d9\u3067\u9577\u304f\u4f7f\u3048\u308b\u77e5\u8b58\u3092\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u884c\u3046\u5229\u70b9<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-2-2026-07-08-08-06-37.jpg\" alt=\"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u884c\u3046\u5229\u70b9\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34280\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-2-2026-07-08-08-06-37.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-2-2026-07-08-08-06-37-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-2-2026-07-08-08-06-37-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-2-2026-07-08-08-06-37-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u9577\u6587\u51e6\u7406\u3068\u8981\u7d04\u7cbe\u5ea6\u306e\u5f37\u307f<\/h3>\n<p>Gemini\u304c\u8ad6\u6587\u8981\u7d04\u306b\u5411\u3044\u3066\u3044\u308b\u7406\u7531\u306f\u3001\u9577\u3044\u6587\u7ae0\u304b\u3089\u6b63\u78ba\u306a\u60c5\u5831\u3092\u62fe\u3044\u4e0a\u3052\u308b\u529b\u306b\u3042\u308a\u307e\u3059\u3002\u79c1\u304c\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u5b9f\u52d9\u30bf\u30b9\u30af\u3067\u6bd4\u8f03\u3057\u3066\u304d\u305f\u7d4c\u9a13\u304b\u3089\u3082\u3001Gemini\u306e\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u5c11\u306a\u3055\u300d\u3068\u300c\u53cd\u8ad6\u3067\u304d\u308b\u5805\u7262\u3055\u300d\u306f\u7279\u7b46\u3059\u3079\u304d\u7279\u5fb4\u3067\u3059\u3002\u5b9f\u969b\u3001\u3042\u308b\u5b9f\u52d9\u691c\u8a3c\u3067\u306f\u3001Gemini 2.5 Pro\u306b\u3064\u3044\u3066\u300c\u6b63\u3057\u3044\u60c5\u5831\u3092\u52b9\u7387\u7684\u306b\u898b\u3064\u3051\u51fa\u3059\u80fd\u529b\u300d\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u5c11\u306a\u3055\u300d\u300c\u30e6\u30fc\u30b6\u30fc\u306e\u898b\u89e3\u306b\u5b89\u6613\u306b\u540c\u8abf\u305b\u305a\u53cd\u8ad6\u3067\u304d\u308b\u70b9\u300d\u304c\u975e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7528\u9014\u3067\u6700\u826f\u306eLLM\u3068\u3059\u308b\u6839\u62e0\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/towardsdatascience.com\/how-to-use-gemini-3-pro-efficiently\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u3055\u3089\u306b\u5225\u306e\u6bd4\u8f03\u30c6\u30b9\u30c8\u3067\u306f\u3001Gemini\u304c2\u5206\u4ee5\u5185\u306b\u51e6\u7406\u3092\u5b8c\u4e86\u3057\u3001\u51fa\u529b\u306e\u8cea\u3082\u4ed6\u306e\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u3063\u305f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3068\u304f\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u793a\u7684\u306b\u6307\u793a\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u300c\u4e00\u6b21\u8cc7\u6599\u3068\u4e8c\u6b21\u8cc7\u6599\u306e\u533a\u5225\u300d\u307e\u3067\u81ea\u767a\u7684\u306b\u8a00\u53ca\u3057\u305f\u70b9\u304c\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u307e\u3057\u305f\uff08<a href=\"https:\/\/denyseallen.substack.com\/p\/ai-genealogy-tools-comparison\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002<\/p>\n<p>\u8ad6\u6587\u8981\u7d04\u3067\u306f\u3001\u539f\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5185\u5bb9\u3092\u751f\u6210\u3057\u306a\u3044\u6b63\u78ba\u3055\u3068\u3001\u6570\u5341\u30da\u30fc\u30b8\u306e\u6587\u66f8\u3092\u77ed\u6642\u9593\u3067\u51e6\u7406\u3059\u308b\u901f\u5ea6\u306e\u4e21\u65b9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u79c1\u81ea\u8eab\u3001ChatGPT\u30fbClaude\u30fbGemini\u306b\u540c\u3058\u9577\u6587\u306e\u8abf\u67fb\u8cc7\u6599\u3092\u8aad\u307e\u305b\u3066\u6bd4\u8f03\u3057\u305f\u969b\u3001Gemini\u306f\u81ea\u767a\u7684\u306b\u60c5\u5831\u306e\u533a\u5225\u3084\u512a\u5148\u9806\u4f4d\u3092\u5224\u65ad\u3057\u3066\u8fd4\u3057\u3066\u304f\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u8ad6\u6587\u306e\u3088\u3046\u306a\u69cb\u9020\u5316\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068\u306e\u76f8\u6027\u306e\u826f\u3055\u3092\u5b9f\u611f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u4ed6LLM\u3068\u306e\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u8ad6\u6587\u8981\u7d04\u306e\u54c1\u8cea\u3092\u6bd4\u3079\u308b\u3046\u3048\u3067\u53c2\u8003\u306b\u306a\u308b\u306e\u304c\u3001PRISMA-A\uff08\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30d3\u30e5\u30fc\u306e\u6284\u9332\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\uff09\u306b\u6e96\u62e0\u3057\u305f\u8a55\u4fa1\u3067\u3059\u3002\u6b6f\u79d1\u77ef\u6b63\u5206\u91ce\u306e\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30d3\u30e5\u30fc\u3092\u5bfe\u8c61\u306b\u3057\u305f\u7814\u7a76\u3067\u306f\u3001GPT-4o\u3068Gemini Pro\u306e\u4e21\u30e2\u30c7\u30eb\u304c\u9ad8\u3044\u5168\u4f53\u54c1\u8cea\u30b9\u30b3\u30a2\uff08OQS\uff09\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002\u305f\u3060\u3057\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u5168\u9805\u76ee\u306e\u3046\u3061\u3001\u300c\u7d50\u679c\u306e\u63d0\u793a\u30fb\u7d71\u5408\u306b\u7528\u3044\u305f\u624b\u6cd5\u306e\u660e\u793a\u300d\u306b\u95a2\u3059\u308b\u30b9\u30b3\u30a2\u306f\u4e21\u30e2\u30c7\u30eb\u3068\u3082\u6700\u4f4e\u3067\u3057\u305f\uff08<a href=\"https:\/\/link.springer.com\/article\/10.1186\/s12903-025-06982-4\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*3<\/a>\uff09\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001Gemini\u3082GPT-4o\u3082\u69cb\u9020\u5316\u3055\u308c\u305f\u8ad6\u6587\u8981\u7d04\u3092\u9ad8\u3044\u6c34\u6e96\u3067\u3053\u306a\u305b\u308b\u4e00\u65b9\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u8a73\u7d30\u3092\u6b63\u78ba\u306b\u8a18\u8ff0\u3059\u308b\u90e8\u5206\u306b\u306f\u5171\u901a\u306e\u5f31\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u5834\u5408\u3067\u3082\u540c\u3058\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u3067\u300c\u65b9\u6cd5\u8ad6\u306e\u8a18\u8f09\u3092\u624b\u539a\u304f\u3059\u308b\u300d\u6307\u793a\u3092\u660e\u793a\u3059\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u8981\u7d04\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3060\u3051\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u88dc\u3046\u767a\u60f3\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h2>\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u57fa\u672c\u539f\u5247<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-3-2026-07-08-08-06-37.jpg\" alt=\"\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u57fa\u672c\u539f\u5247\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34278\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-3-2026-07-08-08-06-37.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-3-2026-07-08-08-06-37-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-3-2026-07-08-08-06-37-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-3-2026-07-08-08-06-37-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u826f\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u306e4\u8981\u7d20<\/h3>\n<p>Gemini\u306b\u9650\u3089\u305a\u3001AI\u304b\u3089\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u5171\u901a\u3057\u305f\u69cb\u9020\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306f\u300c\u30da\u30eb\u30bd\u30ca\uff08Persona\uff09\u300d\u300c\u30bf\u30b9\u30af\uff08Task\uff09\u300d\u300c\u6587\u8108\uff08Context\uff09\u300d\u300c\u51fa\u529b\u5f62\u5f0f\uff08Format\uff09\u300d\u306e4\u8981\u7d20\u3067\u3059\u3002\u79c1\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u76f8\u8ac7\u3092\u53d7\u3051\u308b\u969b\u3001\u3053\u306e4\u8981\u7d20\u306e\u3069\u308c\u304b\u304c\u6b20\u3051\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u5727\u5012\u7684\u306b\u591a\u3044\u3002\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u6cbf\u3063\u3066\u7d44\u307f\u7acb\u3066\u308b\u3060\u3051\u3067\u3001Gemini\u304c\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3001\u6700\u9069\u306a\u7d50\u679c\u3092\u8fd4\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\uff08<a href=\"https:\/\/libguides.southalabama.edu\/c.php?g=1395847&#038;p=11104859\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*4<\/a>\uff09\u3002<\/p>\n<p>\u8ad6\u6587\u8981\u7d04\u306e\u5834\u9762\u306b\u3042\u3066\u306f\u3081\u308b\u3068\u3001\u305f\u3068\u3048\u3070\u30da\u30eb\u30bd\u30ca\u306f\u300c\u67fb\u8aad\u7d4c\u9a13\u306e\u3042\u308b\u7814\u7a76\u8005\u300d\u3001\u30bf\u30b9\u30af\u306f\u300c\u3053\u306e\u8ad6\u6587\u3092500\u8a9e\u4ee5\u5185\u3067\u8981\u7d04\u3059\u308b\u300d\u3001\u6587\u8108\u306f\u300c\u5bfe\u8c61\u306f\u6b6f\u79d1\u77ef\u6b63\u5206\u91ce\u306e\u30e1\u30bf\u5206\u6790\u300d\u3001\u51fa\u529b\u5f62\u5f0f\u306f\u300c\u80cc\u666f\u30fb\u65b9\u6cd5\u30fb\u7d50\u679c\u30fb\u7d50\u8ad6\u306eMarkdown\u5f62\u5f0f\u300d\u3068\u3044\u3063\u305f\u6307\u5b9a\u3067\u3059\u30024\u8981\u7d20\u306e\u3046\u30611\u3064\u3067\u3082\u6b20\u3051\u308b\u3068\u3001\u56de\u7b54\u304c\u66d6\u6627\u306b\u306a\u3063\u305f\u308a\u3001\u610f\u56f3\u3057\u306a\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u8fd4\u3063\u3066\u304d\u305f\u308a\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u66f8\u304f\u524d\u306b\u3001\u307e\u305a\u3053\u306e4\u9805\u76ee\u3092\u57cb\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u306e\u304c\u624b\u5805\u3044\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<h3>Zero-shot\u30fbFew-shot\u306e\u4f7f\u3044\u5206\u3051<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306b\u306f\u3082\u30461\u3064\u3001\u5927\u304d\u306a\u5206\u5c90\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3092\u793a\u3055\u305a\u306b\u6307\u793a\u3060\u3051\u51fa\u3059\u65b9\u6cd5\uff08Zero-shot\uff09\u3068\u30011\u3064\u4ee5\u4e0a\u306e\u4f8b\u3092\u6dfb\u3048\u308b\u65b9\u6cd5\uff08One-shot \/ Few-shot\uff09\u306e\u4f7f\u3044\u5206\u3051\u3067\u3059\u3002Zero-shot\u306f\u81ea\u7136\u8a00\u8a9e\u306e\u6307\u793a\u3060\u3051\u3067\u30e2\u30c7\u30eb\u306b\u56de\u7b54\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3001One-shot\u306f1\u3064\u3001Few-shot\u306f2\u3064\u4ee5\u4e0a\u306e\u4f8b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u307e\u3059\uff08<a href=\"https:\/\/pc.kjronline.org\/DOIx.php?id=10.3348\/kjr.2025.1522\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*5<\/a>\uff09\u3002<\/p>\n<p>\u533b\u7642\u30c6\u30ad\u30b9\u30c8\u306e\u8a00\u3044\u63db\u3048\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3057\u305f\u7814\u7a76\u3067\u306f\u3001Zero-shot\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u63a1\u7528\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u306e\u7406\u7531\u3068\u3057\u3066\u3001\u4e8b\u524d\u306b\u8a73\u7d30\u306a\u30ed\u30fc\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u5f79\u5272\u8a2d\u5b9a\u3092\u542b\u3080\u9577\u6587\u6307\u793a\uff09\u3092\u8a2d\u8a08\u3057\u3001\u533b\u7642\u30c6\u30ad\u30b9\u30c86\u301c12\u4ef6\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u8a55\u4fa1\u3092\u884c\u3063\u305f\u3046\u3048\u3067\u5341\u5206\u306a\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u305f\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/ai.jmir.org\/2026\/1\/e77149\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*6<\/a>\uff09\u3002<\/p>\n<p>\u8ad6\u6587\u8981\u7d04\u306b\u304a\u3044\u3066\u306f\u3001\u51fa\u529b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u6c7a\u307e\u3063\u3066\u3044\u3066\u6bce\u56de\u540c\u3058\u69cb\u9020\u306b\u3057\u305f\u3044\u5834\u5408\u306fFew-shot\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30ed\u30fc\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5f79\u5272\u3068\u6761\u4ef6\u3092\u5341\u5206\u306b\u5b9a\u7fa9\u3067\u304d\u308b\u306a\u3089\u3001Zero-shot\u3067\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u79c1\u306e\u7d4c\u9a13\u3067\u306f\u3001Few-shot\u306f\u6700\u521d\u306e\u300c\u826f\u3044\u4f8b\u300d\u3092\u7528\u610f\u3059\u308b\u30b3\u30b9\u30c8\u304c\u610f\u5916\u3068\u9ad8\u3044\u3002\u30ed\u30fc\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4e01\u5be7\u306b\u66f8\u3051\u308b\u5834\u5408\u306fZero-shot\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u3067\u7ba1\u7406\u3057\u3084\u3059\u3044\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9577\u3055\u3068\u7ba1\u7406\u30b3\u30b9\u30c8\u3082\u8003\u616e\u3057\u3066\u9078\u3076\u306e\u304c\u5b9f\u52d9\u7684\u3067\u3059\u3002<\/p>\n<h2>\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-4-2026-07-08-08-06-37.jpg\" alt=\"\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34277\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-4-2026-07-08-08-06-37.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-4-2026-07-08-08-06-37-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-4-2026-07-08-08-06-37-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-4-2026-07-08-08-06-37-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001Gemini\u3067\u306e\u8ad6\u6587\u8981\u7d04\u3092\u3055\u3089\u306b\u9ad8\u5ea6\u306b\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u8853\u309210\u500b\u7d39\u4ecb\u3057\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u300c\u4e07\u80fd\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3092\u63a2\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u76ee\u7684\u3084\u5834\u9762\u3054\u3068\u306b\u578b\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u540c\u3058\u30e2\u30c7\u30eb\u3067\u3082\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u6b21\u7b2c\u3067\u51fa\u529b\u306e\u8cea\u3068\u4f7f\u3044\u52dd\u624b\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3>\u69cb\u9020\u5316\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u8981\u7d04<\/h3>\n<p>\u6700\u3082\u6c4e\u7528\u6027\u304c\u9ad8\u3044\u306e\u304c\u3001\u51fa\u529b\u9805\u76ee\u3092\u3042\u3089\u304b\u3058\u3081\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3057\u3066\u6307\u5b9a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3059\u3002\u8ad6\u6587\u306e\u30bf\u30a4\u30c8\u30eb\u3084\u8457\u8005\u540d\u306a\u3069\u306e\u8b58\u5225\u60c5\u5831\u3068\u3068\u3082\u306b\u3001\u300cSUMMARY\u300d\u300cKEY POINTS\u300d\u300cSTUDY DETAILS\u300d\u300cSTUDY FINDINGS\u300d\u300cLIMITATIONS\u300d\u300cMOST IMPORTANT RELATED WORK\u300d\u300cIDEAS FOR FOLLOW-UP WORK \/ RESEARCH GAP\u300d\u3068\u3044\u3063\u305f\u9805\u76ee\u3092Markdown\u5f62\u5f0f\u3067\u5217\u6319\u3057\u3001\u3053\u306e\u69cb\u9020\u306b\u6cbf\u3063\u3066\u8981\u7d04\u3059\u308b\u3088\u3046\u6307\u793a\u3057\u307e\u3059\uff08<a href=\"https:\/\/michaelkipp.de\/blog\/research-with-chatgpt-summarizing-papers\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*7<\/a>\uff09\u3002<\/p>\n<p>\u51fa\u529b\u306e\u9aa8\u7d44\u307f\u304c\u56fa\u5b9a\u3055\u308c\u308b\u305f\u3081\u3001\u8907\u6570\u306e\u8ad6\u6587\u3092\u540c\u3058\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u8981\u7d04\u3057\u3066\u6bd4\u8f03\u3059\u308b\u5834\u5408\u306b\u3068\u304f\u306b\u4fbf\u5229\u3067\u3059\u3002\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u9805\u76ee\u6570\u3092\u5897\u3084\u305b\u3070\u8a73\u7d30\u306b\u3001\u6e1b\u3089\u305b\u3070\u30b3\u30f3\u30d1\u30af\u30c8\u306b\u306a\u308b\u306e\u3067\u3001\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3084\u3059\u3044\u306e\u3082\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u79c1\u304c\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3067AI\u306b\u8a18\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u305b\u308b\u3068\u304d\u3082\u3001\u307e\u305a\u51fa\u529b\u9805\u76ee\u3092\u7b87\u6761\u66f8\u304d\u3067\u5b9a\u7fa9\u3057\u3066\u304b\u3089\u4f9d\u983c\u3059\u308b\u65b9\u6cd5\u3092\u3068\u3063\u3066\u304a\u308a\u3001\u540c\u3058\u767a\u60f3\u304c\u8ad6\u6587\u8981\u7d04\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>PRISMA-A\u6e96\u62e0\u306e\u4f53\u7cfb\u7684\u8981\u7d04<\/h3>\n<p>\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30d3\u30e5\u30fc\u3084\u30e1\u30bf\u5206\u6790\u306e\u8ad6\u6587\u3092\u6271\u3046\u306a\u3089\u3001PRISMA-A\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306b\u6cbf\u3063\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u6709\u52b9\u3067\u3059\u3002\u3042\u308b\u7814\u7a76\u3067\u306f\u3001PRISMA-A\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306b\u57fa\u3065\u3044\u305f\u69cb\u9020\u5316\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u767a\u3057\u3001ChatGPT-4o\u3068Gemini Pro\u306e\u4e21\u65b9\u306b\u6b6f\u79d1\u77ef\u6b63\u5206\u91ce\u306e\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30d3\u30e5\u30fc\u306e\u69cb\u9020\u5316\u6284\u9332\u3092\u751f\u6210\u3055\u305b\u307e\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308a\u3001\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u5404\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u529b\u3092\u6a19\u6e96\u5316\u3055\u308c\u305f\u6761\u4ef6\u3067\u8a55\u4fa1\u3067\u304d\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/link.springer.com\/article\/10.1186\/s12903-025-06982-4\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*3<\/a>\uff09\u3002<\/p>\n<p>\u5b66\u8853\u7684\u306a\u5831\u544a\u57fa\u6e96\u306b\u6e96\u62e0\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u8981\u7d04\u306e\u629c\u3051\u6f0f\u308c\u3092\u9632\u304e\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u81ea\u5206\u306e\u5206\u91ce\u306b\u5bfe\u5fdc\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08PRISMA\u3001CONSORT\u306a\u3069\uff09\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3080\u3068\u3001\u51fa\u529b\u306e\u4fe1\u983c\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n<h3>\u4e09\u6bb5\u968e\u8aad\u89e3\u6cd5\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n<p>S. Keshav\u304c\u63d0\u5531\u3057\u305f\u300cHow to read a paper\u300d\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u4e09\u6bb5\u968e\u8aad\u89e3\u6cd5\uff08Three-pass method\uff09\u3092\u3001\u305d\u306e\u307e\u307e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u843d\u3068\u3057\u8fbc\u3080\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3042\u308b\u8ad6\u6587\u5206\u6790\u30c4\u30fc\u30eb\u3067\u306f\u3001\u3053\u306e\u4e09\u6bb5\u968e\u8aad\u89e3\u6cd5\u306b\u57fa\u3065\u3044\u3066\u8ad6\u6587\u3092\u5206\u6790\u30fb\u8981\u7d04\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u30ab\u30c6\u30b4\u30ea\u3068\u3057\u3066\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/paperpile.com\/h\/ask-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*8<\/a>\uff09\u3002<\/p>\n<p>1\u56de\u76ee\u3067\u6982\u8981\u3092\u3064\u304b\u307f\u30012\u56de\u76ee\u3067\u8ad6\u8a3c\u69cb\u9020\u3092\u628a\u63e1\u3057\u30013\u56de\u76ee\u3067\u7d30\u90e8\u3092\u691c\u8a3c\u3059\u308b\u3068\u3044\u3046\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001Gemini\u306b\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u307e\u305b\u308b\u3053\u3068\u3067\u51fa\u529b\u306e\u6df1\u3055\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30da\u30eb\u30bd\u30ca\u6307\u5b9a\u578b\u8981\u7d04<\/h3>\n<p>\u8ab0\u306b\u5411\u3051\u305f\u8981\u7d04\u306a\u306e\u304b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u793a\u3059\u308b\u3068\u3001\u51fa\u529b\u306e\u30c8\u30fc\u30f3\u3084\u7c92\u5ea6\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u3042\u308b\u8a55\u4fa1\u7528\u30b3\u30fc\u30c9\u30e9\u30dc\u3067\u306f\u3001\u7570\u306a\u308b\u30da\u30eb\u30bd\u30ca\u306b\u5408\u308f\u305b\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u5fd9\u3057\u3044\u7d4c\u55b6\u5e79\u90e8\u5411\u3051\u306b3\u3064\u306e\u7b87\u6761\u66f8\u304d\u3067\u8981\u7d04\u3059\u308b\u300d\u3068\u3044\u3046\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u306f\u3001\u4e3b\u306a\u6210\u679c\u3068\u5f71\u97ff\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3088\u3046\u6307\u793a\u3057\u3001\u300c10\u6b73\u306e\u5b50\u3069\u3082\u5411\u3051\u306b\u8aac\u660e\u3059\u308b\u300d\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u306f\u3001\u7c21\u5358\u306a\u8a00\u8449\u3092\u4f7f\u3046\u3088\u3046\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/codelabs.developers.google.com\/codelabs\/production-ready-ai-with-gc\/6-ai-evaluation\/evaluating-single-llm-outputs-with-vertex-ai-evaluation#0\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*9<\/a>\uff09\u3002<\/p>\n<p>\u8aad\u307f\u624b\u304c\u7814\u7a76\u8005\u306a\u306e\u304b\u3001\u5b66\u751f\u306a\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u5225\u5206\u91ce\u306e\u5c02\u9580\u5bb6\u306a\u306e\u304b\u306b\u5fdc\u3058\u3066\u3001\u30da\u30eb\u30bd\u30ca\u3092\u5207\u308a\u66ff\u3048\u308b\u3060\u3051\u3067\u540c\u3058\u8ad6\u6587\u304b\u3089\u7570\u306a\u308b\u30ec\u30d9\u30eb\u306e\u8981\u7d04\u3092\u5f15\u304d\u51fa\u305b\u307e\u3059\u3002<\/p>\n<h3>\u6279\u5224\u7684\u67fb\u8aad\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>Gemini\u306b\u300c\u67fb\u8aad\u8005\u306e\u76ee\u7dda\u300d\u3067\u8ad6\u6587\u3092\u8a55\u4fa1\u3055\u305b\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u52b9\u679c\u7684\u3067\u3059\u3002\u3042\u308b\u67fb\u8aad\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7528\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001\u300cICLR\u306e\u3088\u3046\u306a\u63a1\u629e\u738725%\u672a\u6e80\u306e\u30c8\u30c3\u30d7\u5b66\u4f1a\u5411\u3051\u306e\u79d1\u5b66\u7684\u30ec\u30d3\u30e5\u30fc\u3092\u66f8\u304f\u300d\u3068\u3044\u3046\u524d\u63d0\u3092\u8a2d\u5b9a\u3057\u3001\u7406\u8ad6\u7684\u306a\u5805\u5b9f\u3055\u30fb\u5b9f\u9a13\u8a55\u4fa1\u30fb\u65b0\u898f\u6027\u30fb\u5c06\u6765\u306e\u5f15\u7528\u53ef\u80fd\u6027\u306e\u89b3\u70b9\u3067\u8ad6\u6587\u3092\u8a55\u4fa1\u3059\u308b\u3088\u3046\u6307\u793a\u3057\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/arxiv.org\/html\/2509.10248v3\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*10<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u624b\u6cd5\u3092\u4f7f\u3046\u3068\u3001\u5358\u306a\u308b\u5185\u5bb9\u8981\u7d04\u3067\u306f\u306a\u304f\u3001\u8ad6\u6587\u306e\u5f37\u307f\u30fb\u5f31\u307f\u3084\u6539\u5584\u70b9\u307e\u3067\u51fa\u529b\u306b\u542b\u3081\u3089\u308c\u307e\u3059\u3002\u81ea\u5206\u306e\u8ad6\u6587\u3092\u6295\u7a3f\u524d\u306b\u30bb\u30eb\u30d5\u30c1\u30a7\u30c3\u30af\u3057\u305f\u3044\u3068\u304d\u3084\u3001\u4ed6\u8005\u306e\u8ad6\u6587\u306e\u4fa1\u5024\u3092\u7d20\u65e9\u304f\u5224\u65ad\u3057\u305f\u3044\u3068\u304d\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h3>\u7814\u7a76\u30ae\u30e3\u30c3\u30d7\u62bd\u51fa\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n<p>\u69cb\u9020\u5316\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u8981\u7d04\u306e\u9805\u76ee\u306e\u4e2d\u306b\u306f\u300cIDEAS FOR FOLLOW-UP WORK \/ RESEARCH GAP\u300d\u3068\u3044\u3046\u6b04\u3092\u8a2d\u3051\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\uff08<a href=\"https:\/\/michaelkipp.de\/blog\/research-with-chatgpt-summarizing-papers\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*7<\/a>\uff09\u3002\u3053\u306e\u9805\u76ee\u3092\u72ec\u7acb\u3055\u305b\u3001\u300c\u3053\u306e\u8ad6\u6587\u304c\u6b8b\u3057\u305f\u672a\u89e3\u6c7a\u306e\u554f\u3044\u30923\u3064\u6319\u3052\u3001\u305d\u308c\u305e\u308c\u306e\u7814\u7a76\u65b9\u5411\u3092\u63d0\u6848\u305b\u3088\u300d\u306e\u3088\u3046\u306b\u6df1\u6398\u308a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3059\u308b\u3068\u3001\u6587\u732e\u30ec\u30d3\u30e5\u30fc\u306e\u4e2d\u3067\u6b21\u306e\u7814\u7a76\u30c6\u30fc\u30de\u3092\u63a2\u3059\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u5b9a\u91cf\u30c7\u30fc\u30bf\u7279\u5316\u578b\u8981\u7d04<\/h3>\n<p>\u6570\u5024\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u7528\u9014\u306b\u3088\u3063\u3066\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070\u5b66\u8853\u8ad6\u6587\u306e\u6284\u9332\u3092\u6574\u3048\u308b\u969b\u306b\u3001\u300c\u80cc\u666f\u30fb\u76ee\u7684\u30fb\u65b9\u6cd5\u30fb\u7d50\u679c\u30fb\u7d50\u8ad6\u306e\u69cb\u9020\u306b\u5f93\u3044\u3001\u8a00\u8a9e\u3092\u6700\u5927\u9650\u306b\u660e\u78ba\u306b\u3057\u3001250\u8a9e\u4ee5\u5185\u306b\u307e\u3068\u3081\u3001\u6700\u7d42\u6587\u3067\u72ec\u81ea\u306e\u77e5\u898b\u3092\u660e\u793a\u305b\u3088\u300d\u3068\u6307\u793a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u3042\u308a\u307e\u3059\uff08<a href=\"https:\/\/chuahkeeman.substack.com\/p\/10-powerful-gemini-prompts-for-academic\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*11<\/a>\uff09\u3002<\/p>\n<p>\u6570\u5024\u3084\u7d71\u8a08\u7d50\u679c\u3092\u843d\u3068\u3055\u305a\u306b\u307e\u3068\u3081\u305f\u3044\u3068\u304d\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4e2d\u3067\u300c\u30b5\u30f3\u30d7\u30eb\u6570\u30fbp\u5024\u30fb\u52b9\u679c\u91cf\u306a\u3069\u306e\u5b9a\u91cf\u6307\u6a19\u3092\u7701\u7565\u3057\u306a\u3044\u3053\u3068\u300d\u3068\u660e\u8a18\u3057\u3066\u304a\u304f\u306e\u304c\u30b3\u30c4\u3067\u3059\u3002<\/p>\n<h3>\u6bd4\u8f03\u5206\u6790\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n<p>\u8907\u6570\u306e\u8ad6\u6587\u3092\u6a2a\u65ad\u7684\u306b\u6bd4\u8f03\u3057\u305f\u3044\u5834\u9762\u3067\u306f\u3001\u6bd4\u8f03\u5206\u6790\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002\u3042\u308b\u8ad6\u6587\u5206\u6790\u30c4\u30fc\u30eb\u3067\u306f\u300c\u7814\u7a76\u9593\u306e\u6bd4\u8f03\u300d\u3092\u884c\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u30ab\u30c6\u30b4\u30ea\u306e1\u3064\u3068\u3057\u3066\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u65b9\u6cd5\u8ad6\u306e\u9055\u3044\u3084\u7d50\u679c\u306e\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u3092\u6574\u7406\u3059\u308b\u7528\u9014\u3067\u4f7f\u3048\u307e\u3059\uff08<a href=\"https:\/\/paperpile.com\/h\/ask-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*8<\/a>\uff09\u3002<\/p>\n<p>\u300c\u8ad6\u6587A\u3068\u8ad6\u6587B\u306b\u3064\u3044\u3066\u3001\u7814\u7a76\u30c7\u30b6\u30a4\u30f3\u30fb\u30b5\u30f3\u30d7\u30eb\u30fb\u7d50\u679c\u30fb\u9650\u754c\u3092\u8868\u5f62\u5f0f\u3067\u6bd4\u8f03\u305b\u3088\u300d\u306e\u3088\u3046\u306b\u51fa\u529b\u5f62\u5f0f\u307e\u3067\u6307\u5b9a\u3059\u308b\u3068\u3001Gemini\u304c\u6574\u7136\u3068\u3057\u305f\u6bd4\u8f03\u8868\u3092\u8fd4\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30d3\u30b8\u30e5\u30a2\u30eb\u5909\u63db\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n<p>\u8ad6\u6587\u306e\u5185\u5bb9\u3092\u56f3\u89e3\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u5909\u63db\u3057\u305f\u3044\u3068\u304d\u306f\u3001\u30bf\u30b9\u30af\u30922\u6bb5\u968e\u306b\u5206\u3051\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4f7f\u3048\u307e\u3059\u3002\u3042\u308b\u5b9f\u8df5\u4f8b\u3067\u306f\u3001\u307e\u305aGemini 3.0 Pro\u3067PDF\u3092\u8aad\u307f\u8fbc\u3093\u3067\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u56f3\u89e3\u7528\u306e\u30c6\u30ad\u30b9\u30c8\uff09\u3092\u751f\u6210\u3057\u3001\u305d\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u4f7f\u3046\u3068\u3044\u3046\u65b9\u6cd5\u304c\u3068\u3089\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/gonzoml.substack.com\/p\/visualizing-research-how-i-use-gemini\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*12<\/a>\uff09\u3002<\/p>\n<p>Gemini\u5358\u4f53\u3067\u5b8c\u7d50\u3055\u305b\u3088\u3046\u3068\u305b\u305a\u3001\u300c\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u2192\u56f3\u89e3\u751f\u6210\u300d\u3068\u5f79\u5272\u3092\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u5de5\u7a0b\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002\u5b66\u4f1a\u767a\u8868\u306e\u30b9\u30e9\u30a4\u30c9\u3084\u7814\u7a76\u7d39\u4ecb\u306e\u8996\u899a\u8cc7\u6599\u3092\u3064\u304f\u308b\u3068\u304d\u306b\u7279\u306b\u529b\u3092\u767a\u63ee\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<h3>\u53cd\u5fa9\u6539\u5584\u578b\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n<p>1\u56de\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b8c\u74a7\u306a\u8981\u7d04\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u521d\u306e\u51fa\u529b\u306e\u5f31\u70b9\u3092\u5206\u6790\u3057\u3066\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4fee\u6b63\u3057\u3001\u518d\u5ea6\u751f\u6210\u3059\u308b\u3068\u3044\u3046\u53cd\u5fa9\u578b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u3042\u308a\u307e\u3059\u3002\u3042\u308b\u7814\u7a76\u3067\u306f\u3001\u6700\u521d\u306bAI\u304c\u751f\u6210\u3057\u305f50\u4ef6\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u8a55\u4fa1\u3057\u305f\u5f8c\u3001\u5f31\u70b9\u3084\u30ae\u30e3\u30c3\u30d7\u3092\u8e0f\u307e\u3048\u305f\u8a73\u7d30\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65b0\u305f\u306b\u8a2d\u8a08\u3057\u3001\u54c1\u8cea\u6539\u5584\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/mededu.jmir.org\/2026\/1\/e83085\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*13<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u65b9\u6cd5\u306f\u624b\u9593\u304c\u304b\u304b\u308b\u53cd\u9762\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u7cbe\u5ea6\u3092\u7740\u5b9f\u306b\u4e0a\u3052\u3066\u3044\u3051\u308b\u306e\u304c\u5f37\u307f\u3067\u3059\u3002\u79c1\u81ea\u8eab\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u300c\u4e00\u767a\u3067\u5b8c\u6210\u3055\u305b\u308b\u3082\u306e\u300d\u3067\u306f\u306a\u304f\u300c\u30c6\u30b9\u30c8\u3057\u3066\u6539\u5584\u3059\u308b\u3082\u306e\u300d\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3068\u304f\u306b\u7e70\u308a\u8fd4\u3057\u4f7f\u3046\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u78e8\u304d\u8fbc\u3080\u3068\u304d\u3053\u305d\u3001\u3053\u306e\u53cd\u5fa9\u578b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<h2>\u8981\u7d04\u54c1\u8cea\u306e\u8a55\u4fa1\u3068\u6539\u5584\u624b\u9806<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-5-2026-07-08-08-06-37.jpg\" alt=\"\u8981\u7d04\u54c1\u8cea\u306e\u8a55\u4fa1\u3068\u6539\u5584\u624b\u9806\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34279\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-5-2026-07-08-08-06-37.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-5-2026-07-08-08-06-37-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-5-2026-07-08-08-06-37-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-5-2026-07-08-08-06-37-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>ROUGE\u306a\u3069\u5b9a\u91cf\u6307\u6a19\u306e\u6d3b\u7528<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6539\u5584\u3059\u308b\u306b\u306f\u3001\u51fa\u529b\u306e\u826f\u3057\u60aa\u3057\u3092\u6570\u5b57\u3067\u6e2c\u308c\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308b\u3068\u4fbf\u5229\u3067\u3059\u3002\u8981\u7d04\u30bf\u30b9\u30af\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u5b9a\u91cf\u6307\u6a19\u304cROUGE\uff08Recall-Oriented Understudy for Gisting Evaluation\uff09\u3067\u3059\u3002ROUGE\u306f\u3001\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3057\u305f\u8981\u7d04\u3068\u6b63\u89e3\u30c6\u30ad\u30b9\u30c8\u3068\u306e\u9593\u3067\u3001\u5358\u8a9e\u306e\u4e26\u3073\uff08n-gram\uff09\u304c\u3069\u308c\u3060\u3051\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u6bd4\u8f03\u3057\u3066\u7b97\u51fa\u3057\u307e\u3059\uff08<a href=\"https:\/\/codelabs.developers.google.com\/codelabs\/production-ready-ai-with-gc\/6-ai-evaluation\/evaluating-single-llm-outputs-with-vertex-ai-evaluation#0\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*9<\/a>\uff09\u3002<\/p>\n<p>ROUGE\u30b9\u30b3\u30a2\u304c\u9ad8\u3051\u308c\u3070\u3001\u6b63\u89e3\u30c6\u30ad\u30b9\u30c8\u306b\u542b\u307e\u308c\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u8868\u73fe\u304c\u8981\u7d04\u306b\u591a\u304f\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u305f\u3060\u3057ROUGE\u306f\u5358\u8a9e\u306e\u91cd\u306a\u308a\u3092\u898b\u308b\u6307\u6a19\u306a\u306e\u3067\u3001\u300c\u610f\u5473\u306f\u5408\u3063\u3066\u3044\u308b\u304c\u8868\u73fe\u304c\u9055\u3046\u300d\u8981\u7d04\u306f\u4f4e\u30b9\u30b3\u30a2\u306b\u306a\u308a\u3084\u3059\u3044\u3068\u3044\u3046\u7279\u6027\u304c\u3042\u308a\u307e\u3059\u3002AI\u306e\u51fa\u529b\u54c1\u8cea\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u6b63\u78ba\u6027\u30fb\u7db2\u7f85\u6027\u30fb\u5177\u4f53\u6027\u30fb\u518d\u73fe\u6027\u3092\u8907\u6570\u306e\u89d2\u5ea6\u304b\u3089\u8a55\u4fa1\u3059\u3079\u304d\u3067\u3059\u3002ROUGE\u306f\u3042\u304f\u307e\u3067\u51fa\u767a\u70b9\u3067\u3042\u308a\u3001\u5f8c\u8ff0\u3059\u308b\u30ab\u30b9\u30bf\u30e0\u6307\u6a19\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u306e\u304c\u5b9f\u7528\u7684\u3067\u3059\u3002<\/p>\n<p>\u533b\u7642\u30c6\u30ad\u30b9\u30c8\u306e\u8a00\u3044\u63db\u3048\u7cbe\u5ea6\u3092\u8abf\u3079\u305f\u7814\u7a76\u3067\u306f\u3001\u8aad\u307f\u3084\u3059\u3055\u306e\u6307\u6a19\u3068\u3057\u3066\u5e73\u5747\u5024\u3068\u6a19\u6e96\u504f\u5dee\u304c\u7b97\u51fa\u3055\u308c\u3001LLM\u304c\u66f8\u304d\u63db\u3048\u305f\u30c6\u30ad\u30b9\u30c8\u306f\u539f\u6587\u3088\u308a\u53ef\u8aad\u6027\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001\u6b63\u78ba\u6027\u306b\u3064\u3044\u3066\u306f3\u540d\u306e\u8a55\u4fa1\u8005\u306e\u4e00\u81f4\u5ea6\uff08Fleiss \u03ba\uff09\u304c0.264\u3001\u4e00\u81f4\u7387\u304c54.6%\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/ai.jmir.org\/2026\/1\/e77149\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*6<\/a>\uff09\u3002\u3053\u306e\u7d50\u679c\u306f\u3001\u8aad\u307f\u3084\u3059\u3055\u306e\u6539\u5584\u3068\u5185\u5bb9\u306e\u6b63\u78ba\u3055\u306f\u5fc5\u305a\u3057\u3082\u9023\u52d5\u3057\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u8a55\u4fa1\u6307\u6a19\u3092\u8907\u6570\u6301\u3064\u3053\u3068\u306e\u5927\u5207\u3055\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30ab\u30b9\u30bf\u30e0\u8a55\u4fa1\u6307\u6a19\u306e\u8a2d\u8a08<\/h3>\n<p>ROUGE\u306e\u3088\u3046\u306a\u6c4e\u7528\u6307\u6a19\u3060\u3051\u3067\u306f\u30ab\u30d0\u30fc\u3057\u304d\u308c\u306a\u3044\u300c\u8981\u7d04\u306e\u5b9f\u7528\u7684\u306a\u8cea\u300d\u3092\u6e2c\u308b\u305f\u3081\u306b\u3001\u72ec\u81ea\u306e\u8a55\u4fa1\u6307\u6a19\u3092\u8a2d\u8a08\u3059\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002\u3042\u308bVertex AI\u306e\u8a55\u4fa1\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u300csummarization_helpfulness\u300d\u3068\u3044\u3046\u30ab\u30b9\u30bf\u30e0\u6307\u6a19\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6307\u6a19\u306f\u300c\u91cd\u8981\u60c5\u5831\u306e\u7db2\u7f85\uff08Key Information\uff09\u300d\u300c\u7c21\u6f54\u3055\uff08Conciseness\uff09\u300d\u300c\u6b6a\u66f2\u306e\u6709\u7121\uff08No Distortion\uff09\u300d\u306e3\u3064\u306e\u57fa\u6e96\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u539f\u6587\u306b\u306a\u3044\u60c5\u5831\u3084\u610f\u898b\u304c\u6df7\u5165\u3057\u3066\u3044\u306a\u3044\u304b\u307e\u3067\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\uff08<a href=\"https:\/\/codelabs.developers.google.com\/codelabs\/production-ready-ai-with-gc\/6-ai-evaluation\/evaluating-single-llm-outputs-with-vertex-ai-evaluation#0\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*9<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e3\u57fa\u6e96\u306f\u3001\u8ad6\u6587\u8981\u7d04\u3067\u8d77\u304d\u304c\u3061\u306a\u554f\u984c\uff08\u5927\u4e8b\u306a\u60c5\u5831\u306e\u53d6\u308a\u3053\u307c\u3057\u3001\u5197\u9577\u306a\u8a18\u8ff0\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u306b\u305d\u308c\u305e\u308c\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u81ea\u5206\u306e\u8981\u7d04\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u57fa\u6e96\u306e\u91cd\u307f\u3092\u8abf\u6574\u3057\u305f\u308a\u3001\u65b0\u305f\u306a\u57fa\u6e96\uff08\u305f\u3068\u3048\u3070\u300c\u5b9a\u91cf\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u300d\u306a\u3069\uff09\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u56de\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5931\u6557\u4f8b\u3068\u6ce8\u610f\u70b9<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-6-2026-07-08-08-06-37.jpg\" alt=\"\u5931\u6557\u4f8b\u3068\u6ce8\u610f\u70b9\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34281\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-6-2026-07-08-08-06-37.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-6-2026-07-08-08-06-37-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-6-2026-07-08-08-06-37-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmqlztw3n000104jmzs48ifd9-6-2026-07-08-08-06-37-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u691c\u77e5\u3068\u5bfe\u7b56<\/h3>\n<p>\u8ad6\u6587\u8981\u7d04\u3067\u3082\u3063\u3068\u3082\u6016\u3044\u5931\u6557\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u3067\u3059\u3002\u3042\u308b\u7814\u7a76\u3067\u306f\u3001ChatGPT-4o\u304c\u4e3b\u5f35\u306e\u6839\u62e0\u3068\u3057\u3066\u53c2\u8003\u6587\u732e\u3092\u63d0\u793a\u3059\u308b\u3088\u3046\u6307\u793a\u3055\u308c\u305f\u969b\u306b\u3001\u5b58\u5728\u3057\u306a\u3044\u6587\u732e\u3092\u751f\u6210\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002HALoGEN\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f14\u306eLLM\u3092\u5bfe\u8c61\u306b9\u5206\u91ce\u306b\u308f\u305f\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u7387\u3092\u8abf\u3079\u3001\u554f\u984c\u306e\u5206\u985e\u4f53\u7cfb\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\uff08<a href=\"https:\/\/formative.jmir.org\/2025\/1\/e73248\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*14<\/a>\uff09\u3002<\/p>\n<p>\u5bfe\u7b56\u306e\u57fa\u672c\u306f\u3001AI\u306e\u51fa\u529b\u3092\u5fc5\u305a\u5143\u306e\u8ad6\u6587\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u5f53\u305f\u308a\u524d\u306b\u805e\u3053\u3048\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u300cAI\u304c\u6574\u7136\u3068\u3057\u305f\u6587\u7ae0\u3092\u51fa\u3057\u3066\u304f\u308c\u305f\u300d\u3068\u3044\u3046\u5b89\u5fc3\u611f\u304b\u3089\u78ba\u8a8d\u3092\u7701\u3044\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3002\u79c1\u81ea\u8eab\u3001Deep Research \u7cfb\u306e\u6a5f\u80fd\u3092\u691c\u8a3c\u3059\u308b\u4e2d\u3067\u3001\u898b\u305f\u76ee\u304c\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3089\u3057\u3044\u307b\u3069\u8aad\u8005\u306f\u5185\u5bb9\u3082\u6b63\u3057\u3044\u3068\u932f\u899a\u3057\u3084\u3059\u3044\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u3042\u308b\u7814\u7a76\u8005\u304c\u300cAI\u306e\u51fa\u529b\u3092\u76f2\u76ee\u7684\u306b\u4fe1\u7528\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u3068\u8ff0\u3079\u3066\u3044\u308b\u306e\u306f\uff08<a href=\"https:\/\/michaelkipp.de\/blog\/research-with-chatgpt-summarizing-papers\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*7<\/a>\uff09\u3001\u5b9f\u52d9\u5bb6\u3068\u3057\u3066\u540c\u610f\u3067\u304d\u308b\u6307\u6458\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001AI\u67fb\u8aad\u306e\u6587\u8108\u3067\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u30ea\u30b9\u30af\u3082\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3042\u308b\u7814\u7a76\u3067\u306f\u3001\u8ad6\u6587\u306b\u653b\u6483\u7684\u306a\u7de8\u96c6\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3001Gemini 3 Flash\u3084GPT 5.4 Mini\u306e\u67fb\u8aad\u30b9\u30b3\u30a2\u3092\u610f\u56f3\u7684\u306b\u5f15\u304d\u4e0a\u3052\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002\u3053\u3046\u3057\u305f\u64cd\u4f5c\u304c\u901a\u5e38\u306e\u5b66\u8853\u7684\u7de8\u96c6\u3068\u533a\u5225\u3057\u306b\u304f\u3044\u3068\u3044\u3046\u5831\u544a\u306f\u3001AI\u51fa\u529b\u3092\u7121\u6761\u4ef6\u306b\u4fe1\u983c\u3059\u308b\u30ea\u30b9\u30af\u3092\u6539\u3081\u3066\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/arxiv.org\/html\/2606.10159v1\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*15<\/a>\uff09\u3002AI\u306b\u3088\u308b\u6587\u7ae0\u304c\u81ea\u7136\u306b\u898b\u3048\u308b\u3053\u3068\u3068\u3001\u4e8b\u5b9f\u3068\u3057\u3066\u6b63\u3057\u3044\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u898b\u305f\u76ee\u306e\u7cbe\u5ea6\u306b\u60d1\u308f\u3055\u308c\u305a\u3001\u691c\u8a3c\u53ef\u80fd\u6027\u3092\u62c5\u4fdd\u3059\u308b\u59ff\u52e2\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u8868\u30fb\u56f3\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u3053\u307c\u3057<\/h3>\n<p>\u8ad6\u6587\u306e\u672c\u6587\u3060\u3051\u3067\u306a\u304f\u3001\u8868\u3084\u56f3\u306b\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u304f\u62fe\u3048\u308b\u304b\u3069\u3046\u304b\u3082\u5927\u304d\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u6b6f\u79d1\u77ef\u6b63\u5206\u91ce\u306e\u7814\u7a76\u3067\u306f\u3001Gemini Pro\u306f\u672c\u6587\u4e2d\u306e\u60c5\u5831\u306e\u307b\u3068\u3093\u3069\u3092\u53d6\u5f97\u30fb\u69cb\u9020\u5316\u3067\u304d\u305f\u4e00\u65b9\u3001\u91cd\u8981\u306a\u5b9a\u91cf\u30c7\u30fc\u30bf\u304c\u8868\u306b\u3057\u304b\u8a18\u8f09\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306b\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u30fb\u7d71\u5408\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u304c\u983b\u7e41\u306b\u767a\u751f\u3057\u307e\u3057\u305f\u3002\u540c\u3058\u7814\u7a76\u3067\u3001GPT-4o\u306fWord\u5f62\u5f0f\u3067\u8868\u3092\u7de8\u96c6\u53ef\u80fd\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u4fdd\u6301\u3057\u305f\u5165\u529b\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u8868\u4e2d\u306e\u5024\u3092\u76f4\u63a5\u53d6\u308a\u51fa\u305b\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/link.springer.com\/article\/10.1186\/s12903-025-06982-4\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*3<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u3001Gemini\u3067\u8868\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3068\u304d\u306f\u5165\u529b\u5f62\u5f0f\u306e\u5de5\u592b\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002PDF\u3092\u305d\u306e\u307e\u307e\u8aad\u307e\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8868\u306e\u5185\u5bb9\u3092\u30c6\u30ad\u30b9\u30c8\u3084Markdown\u5f62\u5f0f\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u306a\u3069\u3001\u524d\u51e6\u7406\u306e\u6bb5\u968e\u3067\u30c7\u30fc\u30bf\u304c\u8aad\u307f\u53d6\u308c\u308b\u5f62\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u53d6\u308a\u3053\u307c\u3057\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002AI\u306b\u4f55\u304b\u3092\u4efb\u305b\u308b\u307b\u3069\u3001\u5165\u529b\u306e\u8a2d\u8a08\u3092\u4eba\u9593\u5074\u304c\u4e01\u5be7\u306b\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u69cb\u56f3\u306f\u3053\u3053\u3067\u3082\u540c\u3058\u3067\u3059\u3002<\/p>\n<h2>\u304a\u308f\u308a\u306b<\/h2>\n<p>Gemini\u306f\u9577\u6587\u51e6\u7406\u306e\u901f\u3055\u3068\u6b63\u78ba\u3055\u3092\u517c\u306d\u5099\u3048\u3066\u304a\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u6b21\u7b2c\u3067\u8ad6\u6587\u8981\u7d04\u306e\u8cea\u3068\u52b9\u7387\u3092\u5927\u304d\u304f\u5f15\u304d\u4e0a\u3052\u3089\u308c\u307e\u3059\u3002\u4eca\u56de\u7d39\u4ecb\u3057\u305f10\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u8853\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u76ee\u7684\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u3059\u3079\u3066\u3092\u4f7f\u304a\u3046\u3068\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u306e\u4f5c\u696d\u5185\u5bb9\u306b\u5408\u3063\u305f1\u301c2\u500b\u304b\u3089\u8a66\u3057\u3066\u3001\u53cd\u5fa9\u6539\u5584\u3057\u3066\u3044\u304f\u306e\u304c\u73fe\u5b9f\u7684\u306a\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001AI\u306e\u51fa\u529b\u3092\u6700\u7d42\u6210\u679c\u7269\u3068\u3057\u3066\u305d\u306e\u307e\u307e\u4f7f\u3046\u306e\u306f\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002\u5143\u8ad6\u6587\u3068\u306e\u7167\u5408\u3084\u8a55\u4fa1\u6307\u6a19\u306b\u3088\u308b\u30c1\u30a7\u30c3\u30af\u3092\u30bb\u30c3\u30c8\u3067\u884c\u3046\u3053\u3068\u304c\u3001\u4fe1\u983c\u3067\u304d\u308b\u8981\u7d04\u3092\u3064\u304f\u308b\u3046\u3048\u3067\u6b20\u304b\u305b\u307e\u305b\u3093\u3002AI\u306b\u4efb\u305b\u308b\u90e8\u5206\u3068\u3001\u4eba\u9593\u304c\u8cac\u4efb\u3092\u6301\u3063\u3066\u78ba\u8a8d\u3059\u308b\u90e8\u5206\u3092\u660e\u78ba\u306b\u5207\u308a\u5206\u3051\u308b\u3002\u305d\u306e\u8a2d\u8a08\u3053\u305d\u304c\u3001Gemini\u3092\u7814\u7a76\u306e\u5f37\u529b\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u3059\u308b\u672c\u8cea\u7684\u306a\u8fd1\u9053\u3067\u3059\u3002<\/p>\n<h2>\u76e3\u4fee\u8005<\/h2>\n<p>\u5b89\u9054\u88d5\u54c9\uff08\u3042\u3060\u3061 \u3086\u3046\u3084\uff09<\/p>\n<p>\u30c7\u30ed\u30a4\u30c8 \u30c8\u30fc\u30de\u30c4 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u306b\u3066\u54c1\u8cea\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3001\u4eba\u4e8b\u306a\u3069\u306e\u5206\u91ce\u3067\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u306b\u5f93\u4e8b\u3057\u305d\u306e\u5f8c\u3001\u76e3\u67fb\u6cd5\u4eba\u30c8\u30fc\u30de\u30c4\u306e\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u90e8\u9580\u306e\u7acb\u3061\u4e0a\u3052\u306b\u53c2\u753b\u3002\u5927\u962a\u652f\u793e\u9577\u3001\u6771\u4eac\u652f\u793e\u9577\u3092\u6b74\u4efb\u3057\u305f\u306e\u30612013\u5e745\u6708\u306bweb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u3092\u884c\u3046\u300c\u30c6\u30a3\u30cd\u30af\u30c8\u682a\u5f0f\u4f1a\u793e\u300d\u3092\u8a2d\u7acb\u3002\u30d3\u30b8\u30cd\u30b9\u30e1\u30c7\u30a3\u30a2\u300cBooks&#038;Apps\u300d\u3092\u904b\u55b6\u3002<br \/>2023\u5e747\u6708\u306b\u751f\u6210AI\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3001\u304a\u3088\u3073AI\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3092\u884c\u3046\u300c\u30ef\u30fc\u30af\u30ef\u30f3\u30c0\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e\u300d\u3092\u8a2d\u7acb\u3002ICJ2\u53f7\u30d5\u30a1\u30f3\u30c9\u306b\u3088\u308b\u8abf\u9054\u3092\u5b9f\u65bd(1.3\u5104\u5186)\u3002<br \/>\u8457\u66f8\u300c\u982d\u306e\u3044\u3044\u4eba\u304c\u8a71\u3059\u524d\u306b\u8003\u3048\u3066\u3044\u308b\u3053\u3068\u300d \u304c\u300182\u4e07\u90e8\uff082025\u5e743\u6708\u6642\u70b9\uff09\u3092\u58f2\u308a\u4e0a\u3052\u308b\u3002<br \/>\uff08\u201c2023\u5e74\u30fb2024\u5e74\u4e0a\u534a\u671f\u306b\u65e5\u672c\u3067\u4e00\u756a\u58f2\u308c\u305f\u30d3\u30b8\u30cd\u30b9\u66f8\u201d\uff08\u30c8\u30fc\u30cf\u30f3\u8abf\u3079\uff0f\u65e5\u8ca9\u8abf\u3079\uff09\uff09<\/p>\n<h2>\u53c2\u7167<\/h2>\n<ul>\n<li>(*1) <a href=\"https:\/\/towardsdatascience.com\/how-to-use-gemini-3-pro-efficiently\/\" target=\"_blank\" rel=\"noopener noreferrer\">Towards Data Science &#8211; How to Use Gemini 3 Pro Efficiently<\/a><\/li>\n<li>(*2) <a href=\"https:\/\/denyseallen.substack.com\/p\/ai-genealogy-tools-comparison\" target=\"_blank\" rel=\"noopener noreferrer\">Which AI tool is best for genealogy research? I tested Claude, ChatGPT, and Gemini on real notes<\/a><\/li>\n<li>(*3) <a href=\"https:\/\/link.springer.com\/article\/10.1186\/s12903-025-06982-4\" target=\"_blank\" rel=\"noopener noreferrer\">SpringerLink &#8211; AI-driven abstract generating: evaluating LLMs with a tailored prompt under the PRISMA-A framework<\/a><\/li>\n<li>(*4) <a href=\"https:\/\/libguides.southalabama.edu\/c.php?g=1395847&#038;p=11104859\" target=\"_blank\" rel=\"noopener noreferrer\">LibGuides at USA at University of South Alabama<\/a><\/li>\n<li>(*5) <a href=\"https:\/\/pc.kjronline.org\/DOIx.php?id=10.3348\/kjr.2025.1522\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.3348\/kjr.2025.1522 &#8211; Korean Journal of Radiology<\/a><\/li>\n<li>(*6) <a href=\"https:\/\/ai.jmir.org\/2026\/1\/e77149\" target=\"_blank\" rel=\"noopener noreferrer\">JMIR AI &#8211; Leveraging Large Language Models to Improve the Readability of German Online Medical Texts: Evaluation Study<\/a><\/li>\n<li>(*7) <a href=\"https:\/\/michaelkipp.de\/blog\/research-with-chatgpt-summarizing-papers\/\" target=\"_blank\" rel=\"noopener noreferrer\">Prompting: Summarizing Papers for your Research<\/a><\/li>\n<li>(*8) <a href=\"https:\/\/paperpile.com\/h\/ask-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Paperpile &#8211; Send PDFs to AI assistants with Ask AI<\/a><\/li>\n<li>(*9) <a href=\"https:\/\/codelabs.developers.google.com\/codelabs\/production-ready-ai-with-gc\/6-ai-evaluation\/evaluating-single-llm-outputs-with-vertex-ai-evaluation#0\" target=\"_blank\" rel=\"noopener noreferrer\">Google Codelabs &#8211; Evaluating Single LLM Outputs With Vertex AI Evaluation<\/a><\/li>\n<li>(*10) <a href=\"https:\/\/arxiv.org\/html\/2509.10248v3\" target=\"_blank\" rel=\"noopener noreferrer\">Prompt Injection Attacks on LLM Generated Reviews of Scientific Publications<\/a><\/li>\n<li>(*11) <a href=\"https:\/\/chuahkeeman.substack.com\/p\/10-powerful-gemini-prompts-for-academic\" target=\"_blank\" rel=\"noopener noreferrer\">10 Powerful Gemini Prompts for Academic Research<\/a><\/li>\n<li>(*12) <a href=\"https:\/\/gonzoml.substack.com\/p\/visualizing-research-how-i-use-gemini\" target=\"_blank\" rel=\"noopener noreferrer\">Visualizing Research: How I Use Gemini 3.0 to Turn Papers into Comics<\/a><\/li>\n<li>(*13) <a href=\"https:\/\/mededu.jmir.org\/2026\/1\/e83085\" target=\"_blank\" rel=\"noopener noreferrer\">JMIR Medical Education &#8211; Evaluating AI-Generated Geriatric Case Studies for Interprofessional Education: Systematic Analysis Across 5 Platforms<\/a><\/li>\n<li>(*14) <a href=\"https:\/\/formative.jmir.org\/2025\/1\/e73248\" target=\"_blank\" rel=\"noopener noreferrer\">JMIR Formative Research &#8211; Evaluating a Large Language Model\u2019s Ability to Synthesize a Health Science Master\u2019s Thesis: Case Study<\/a><\/li>\n<li>(*15) <a href=\"https:\/\/arxiv.org\/html\/2606.10159v1\" target=\"_blank\" rel=\"noopener noreferrer\">Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002 Gemini\u306f\u9577\u6587\u51e6\u7406\u306b\u5f37\u304f\u3001PRISMA\u6e96\u62e0\u306e\u69cb\u9020\u5316\u8981\u7d04\u3067\u3082\u9ad8\u3044\u54c1\u8cea\u30b9\u30b3\u30a2\u3092\u51fa\u305b\u308b\u305f\u3081\u3001\u8ad6\u6587\u8981\u7d04 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":34276,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-34282","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/workwonders.jp\/media\/archives\/34282\/\" \/>\n<meta property=\"og:site_name\" content=\"WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-07T23:08:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36.jpg\" \/>\n<meta name=\"author\" content=\"WorkWonders\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"WorkWonders\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/workwonders.jp\/media\/archives\/34282\/\",\"url\":\"https:\/\/workwonders.jp\/media\/archives\/34282\/\",\"name\":\"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d\",\"isPartOf\":{\"@id\":\"https:\/\/workwonders.jp\/media\/#website\"},\"datePublished\":\"2026-07-07T23:08:13+00:00\",\"dateModified\":\"2026-07-07T23:08:13+00:00\",\"author\":{\"@id\":\"https:\/\/workwonders.jp\/media\/#\/schema\/person\/83892769e8eb4d66fb288f8a175eb048\"},\"description\":\"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/workwonders.jp\/media\/archives\/34282\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/workwonders.jp\/media\/archives\/34282\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/workwonders.jp\/media\/archives\/34282\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/workwonders.jp\/media\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/workwonders.jp\/media\/#website\",\"url\":\"https:\/\/workwonders.jp\/media\/\",\"name\":\"WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d\",\"description\":\"WORK WONDERS\uff08\u30ef\u30fc\u30af\u30ef\u30f3\u30bf\u3099\u30fc\u30b9\uff09\u306f\u3001\u56fd\u5185\u5916\u306e\u751f\u6210AI\u6700\u65b0\u52d5\u5411\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u30e1\u30c7\u30a3\u30a2\u3067\u3059\u3002\u6700\u65b0\u306e\u751f\u6210AI\u306e\u60c5\u5831\u3092\u77e5\u308a\u305f\u3044\u3001\u3069\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308b\u306e\u304b\u77e5\u308a\u305f\u3044\u3001\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u305f\u3044\u3001\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u30b3\u30f3\u30c6\u30f3\u30c4\u3068\u4ed5\u7d44\u307f\u3092\u62e1\u5145\u3057\u3066\u3044\u307e\u3059\u3002\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/workwonders.jp\/media\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/workwonders.jp\/media\/#\/schema\/person\/83892769e8eb4d66fb288f8a175eb048\",\"name\":\"WorkWonders\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/workwonders.jp\/media\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/a3e22f80f4816a678f87009e56c26053be894d9521bf0a73bc8cf456219d489e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/a3e22f80f4816a678f87009e56c26053be894d9521bf0a73bc8cf456219d489e?s=96&d=mm&r=g\",\"caption\":\"WorkWonders\"},\"url\":\"https:\/\/workwonders.jp\/media\/archives\/author\/api\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d","description":"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002","og_locale":"ja_JP","og_type":"article","og_title":"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d","og_description":"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002","og_url":"https:\/\/workwonders.jp\/media\/archives\/34282\/","og_site_name":"WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d","article_published_time":"2026-07-07T23:08:13+00:00","og_image":[{"url":"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmqlztw3n000104jmzs48ifd9-2026-07-08-08-06-36.jpg"}],"author":"WorkWonders","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"WorkWonders","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/workwonders.jp\/media\/archives\/34282\/","url":"https:\/\/workwonders.jp\/media\/archives\/34282\/","name":"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078 | WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d","isPartOf":{"@id":"https:\/\/workwonders.jp\/media\/#website"},"datePublished":"2026-07-07T23:08:13+00:00","dateModified":"2026-07-07T23:08:13+00:00","author":{"@id":"https:\/\/workwonders.jp\/media\/#\/schema\/person\/83892769e8eb4d66fb288f8a175eb048"},"description":"\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u304c\u30ab\u30ae\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002","breadcrumb":{"@id":"https:\/\/workwonders.jp\/media\/archives\/34282\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/workwonders.jp\/media\/archives\/34282\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/workwonders.jp\/media\/archives\/34282\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/workwonders.jp\/media\/"},{"@type":"ListItem","position":2,"name":"Gemini\u3067\u8ad6\u6587\u8981\u7d04\u3092\u7206\u901f\u5316\u3059\u308b\u795e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u885310\u9078"}]},{"@type":"WebSite","@id":"https:\/\/workwonders.jp\/media\/#website","url":"https:\/\/workwonders.jp\/media\/","name":"WEB\u30e1\u30c7\u30a3\u30a2\u201cWORK WONDERS\u201d","description":"WORK WONDERS\uff08\u30ef\u30fc\u30af\u30ef\u30f3\u30bf\u3099\u30fc\u30b9\uff09\u306f\u3001\u56fd\u5185\u5916\u306e\u751f\u6210AI\u6700\u65b0\u52d5\u5411\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u30e1\u30c7\u30a3\u30a2\u3067\u3059\u3002\u6700\u65b0\u306e\u751f\u6210AI\u306e\u60c5\u5831\u3092\u77e5\u308a\u305f\u3044\u3001\u3069\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308b\u306e\u304b\u77e5\u308a\u305f\u3044\u3001\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u305f\u3044\u3001\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u30b3\u30f3\u30c6\u30f3\u30c4\u3068\u4ed5\u7d44\u307f\u3092\u62e1\u5145\u3057\u3066\u3044\u307e\u3059\u3002","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/workwonders.jp\/media\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/workwonders.jp\/media\/#\/schema\/person\/83892769e8eb4d66fb288f8a175eb048","name":"WorkWonders","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/workwonders.jp\/media\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/a3e22f80f4816a678f87009e56c26053be894d9521bf0a73bc8cf456219d489e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a3e22f80f4816a678f87009e56c26053be894d9521bf0a73bc8cf456219d489e?s=96&d=mm&r=g","caption":"WorkWonders"},"url":"https:\/\/workwonders.jp\/media\/archives\/author\/api\/"}]}},"meta_field":{"_thumbnail_id":["34276"]},"_links":{"self":[{"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/posts\/34282","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/comments?post=34282"}],"version-history":[{"count":0,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/posts\/34282\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/media\/34276"}],"wp:attachment":[{"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/media?parent=34282"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/categories?post=34282"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/workwonders.jp\/media\/wp-json\/wp\/v2\/tags?post=34282"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}