{"id":8001,"date":"2026-01-01T14:57:58","date_gmt":"2026-01-01T05:57:58","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8001"},"modified":"2026-01-01T14:57:58","modified_gmt":"2026-01-01T05:57:58","slug":"2025%e5%b9%b4%e3%81%ae%e6%8c%af%e3%82%8a%e8%bf%94%e3%82%8a","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8001","title":{"rendered":"2025\u5e74\u306e\u632f\u308a\u8fd4\u308a"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u6bce\u5e74\u6052\u4f8b\u306eChatGPT\u306b\u3088\u308b2025\u5e74\u306e\u632f\u308a\u8fd4\u308a\u3002\u4eca\u5e74\u306fAPI\u3092\u5229\u7528\u305b\u305a\u306bPro\u30e2\u30fc\u30c9\u306b\u304a\u4efb\u305b\u3057\u3066\u307f\u305f\u3002\u6b63\u76f4\u602a\u3057\u3044\u3068\u3053\u308d\u304c\u306a\u3044\u3067\u306f\u306a\u3044\u304c\u307e\u305a\u307e\u305a\u826f\u304f\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e741\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30e2\u30c7\u30eb\u8def\u7dda\u3068\u3057\u3066\u3001UI-TARS \u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002OSWorld \u306a\u3069\u3067\u306e\u30b9\u30b3\u30a2\u3092\u793a\u3057\u3064\u3064\u3001\u77e5\u899a\u5f37\u5316\u30fb\u7d71\u4e00\u30a2\u30af\u30b7\u30e7\u30f3\u7a7a\u9593\u30fb\u719f\u8003\uff08System-2\uff09\u30fb\u53cd\u7701\u3092\u4f34\u3046\u30aa\u30f3\u30e9\u30a4\u30f3\u8ecc\u8de1\u53ce\u96c6\u306a\u3069\u3001GUI\u64cd\u4f5c\u3092\u524d\u63d0\u306b\u3057\u305f\u8a13\u7df4\u8a2d\u8a08\u304c\u8981\u70b9\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u9577\u6587\u66f8\u00d7\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u691c\u7d22\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af MMDocIR\uff08\u30da\u30fc\u30b8\/\u30ec\u30a4\u30a2\u30a6\u30c8\u30ec\u30d9\u30eb\u691c\u7d22\uff09\u304c\u63d0\u793a\u3055\u308c\u3001\u5b9f\u52d9\u7684\u306a\u6587\u66f8\u7406\u89e3\u306e\u8a55\u4fa1\u8ef8\u304c\u6574\u7406\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u8ad6\u6587\u63a2\u7d22\u305d\u306e\u3082\u306e\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u3068\u3057\u3066\u3001PaSa\uff08\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30fb\u8ad6\u6587\u8aad\u89e3\u30fb\u53c2\u7167\u9078\u629e\u3092\u81ea\u5f8b\u5b9f\u884c\uff09\u304c\u63d0\u6848\u3055\u308c\u3001\u5408\u6210\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3057\u3066\u3082\u5b9f\u904b\u7528\u306b\u8fd1\u3044\u30af\u30a8\u30ea\u3067\u6539\u5584\u3059\u308b\u70b9\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u63a8\u8ad6\u7cfb\u3067\u306f\u3001o1\u7cfb\u306e\u8003\u3048\u3059\u304e\uff08\u30c8\u30fc\u30af\u30f3\u904e\u5270\uff09\u3092\u6291\u3048\u308b O1-Pruner\uff08Length-Harmonizing Fine-Tuning\uff09\u304c\u63d0\u6848\u3055\u308c\u3001\u63a8\u8ad6\u30b3\u30b9\u30c8\u6700\u9069\u5316\u304c\u660e\u78ba\u306a\u30c6\u30fc\u30de\u3068\u3057\u3066\u73fe\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e742\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6\u306e\u8a55\u4fa1\u306e\u5177\u4f53\u5316\u3068\u3057\u3066\u3001LMM\u306eCoT\u54c1\u8cea\u30fb\u9811\u5065\u6027\u30fb\u52b9\u7387\u3092\u6e2c\u308b MME-CoT \u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\uff08\u6570\u5b66\/\u79d1\u5b66\/OCR\/\u8ad6\u7406\/\u6642\u7a7a\u9593\/\u4e00\u822c\u30b7\u30fc\u30f3\u306e6\u9818\u57df\uff09\u3002<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u6642\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08\u63a8\u8ad6\u6642\u306e\u8a08\u7b97\u5897\uff09\u3092\u30b3\u30fc\u30c9\u751f\u6210\u3078\u62e1\u5f35\u3059\u308b\u6d41\u308c\u3067\u3001S*\uff08\u30b3\u30fc\u30c9\u751f\u6210\u5411\u3051\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9TTS\uff09\u304c\u63d0\u6848\u3055\u308c\u307e\u3057\u305f\u3002\u63a8\u8ad6\u6642\u306b\u3069\u3053\u3078\u8a08\u7b97\u3092\u4f7f\u3046\u304b\u304c\u3001\u6570\u5b66\u3060\u3051\u3067\u306a\u304f\u5b9f\u88c5\u9818\u57df\u306b\u3082\u5e83\u304c\u3063\u3066\u3044\u304f\u6d41\u308c\u3067\u3059\u3002<\/li>\n\n\n\n<li>RAG\u304b\u3089\u30e1\u30e2\u30ea\u3078\u3068\u3044\u3046\u6587\u8108\u3067\u306f\u3001HippoRAG2\uff08\u9577\u671f\u8a18\u61b6\u7740\u60f3\u306eRAG\uff09\u3001RAG vs GraphRAG \u306e\u4f53\u7cfb\u6bd4\u8f03\u3001A-MEM\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30e1\u30e2\u30ea\uff09\u304c\u307e\u3068\u307e\u3063\u3066\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u691c\u7d22\u5f37\u5316\u306e\u6b21\u306e\u7af6\u4e89\u8ef8\u3068\u3057\u3066\u3001\u7d4c\u9a13\u306e\u84c4\u7a4d\u30fb\u9023\u60f3\u30fb\u66f4\u65b0\u304c\u524d\u9762\u306b\u51fa\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u91cd\u5fc3\u304c\u5b9f\u52d9\u306b\u8fd1\u3044\u96e3\u6240\u3078\u52d5\u304f\u4e2d\u3067\u3001\n<ul class=\"wp-block-list\">\n<li>SuperGPQA\uff08285\u5206\u91ce\u306e\u5927\u5b66\u9662\u30ec\u30d9\u30eb\u8a55\u4fa1\uff09<\/li>\n\n\n\n<li>Sys2Bench\uff08\u63a8\u8ad6\u30fb\u8a08\u753b\u306b\u304a\u3051\u308b\u63a8\u8ad6\u6642\u8a08\u7b97\u306e\u52b9\u679c\u691c\u8a3c\uff09<\/li>\n\n\n\n<li>SWE-Lancer\uff08\u5b9f\u5728\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6848\u4ef6\u3092\u91d1\u984d\u63db\u7b97\u3067\u304d\u308b\u5f62\u3067\u8a55\u4fa1\uff09<br>\u306e\u3088\u3046\u306b\u3001\u80fd\u529b\u5dee\u304c\u51fa\u3084\u3059\u3044\u8a55\u4fa1\u8a2d\u8a08\u304c\u5897\u3048\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306fPC\u5b9f\u52d9\u3078\u5bc4\u305b\u3066\u69cb\u9020\u5316\u3055\u308c\u3001PC-Agent\uff08\u968e\u5c64\u578b\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001Active Perception Module\u3001\u53cd\u7701\u30d9\u30fc\u30b9\u610f\u601d\u6c7a\u5b9a\u306a\u3069\uff09\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u30b9\u30af\u30ea\u30fc\u30f3\u7406\u89e3\u306e\u5f31\u3055\u3092\u88dc\u3046\u8a2d\u8a08\u304c\u660e\u793a\u3055\u308c\u3001\u5358\u767a\u30c7\u30e2\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3078\u8fd1\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>AI co-scientist \u306f\u3001\u4eee\u8aac\u751f\u6210\u3092\u8a08\u7b97\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u52a0\u901f\u3057\u3001\u7814\u7a76\u76ee\u6a19\u306b\u6574\u5408\u3055\u305b\u3064\u3064\u691c\u8a3c\u53ef\u80fd\u306a\u4eee\u8aac\u3092\u63d0\u6848\u3059\u308b\u8a2d\u8a08\u304c\u8ff0\u3079\u3089\u308c\u3001\u5b9f\u9a13\u7684\u306b\u652f\u6301\u3055\u308c\u308b\u5019\u88dc\uff08\u4f8b\uff1a\u816b\u760d\u6291\u5236\u3092\u793a\u3059\u5019\u88dc\uff09\u306b\u89e6\u308c\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066 Grok-3 \u3084 GPU\u30ab\u30fc\u30cd\u30eb\u751f\u6210\u306e\u8a71\u984c\u3082\u540c\u3058\u6d41\u308c\u3067\u8a9e\u3089\u308c\u3001\u7814\u7a76\u30fb\u958b\u767a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306bAI\u304c\u7d44\u307f\u8fbc\u307e\u308c\u308b\u524d\u63d0\u304c\u5f37\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e743\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6708\u5185\u306e\u30cb\u30e5\u30fc\u30b9\u67a0\u3067\u306f\u3001Gemini 2.5 \u306e\u8a71\u984c\u3084 DeepSeek V3 \u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306a\u3069\u3001\u4e3b\u8981\u30e2\u30c7\u30eb\u306e\u7af6\u4e89\u72b6\u6cc1\u304c\u307e\u3068\u3081\u3089\u308c\u307e\u3057\u305f\uff08\u6027\u80fd\u5411\u4e0a\u3060\u3051\u3067\u306a\u304f\u3001\u904b\u7528\u9762\u30fb\u5c55\u958b\u9762\u306e\u8a71\u984c\u3082\u4e26\u3073\u307e\u3059\uff09\u3002<\/li>\n\n\n\n<li>\u9577\u6642\u9593\u30bf\u30b9\u30af\u3092\u6642\u9593\u3067\u6e2c\u308b\u8a55\u4fa1\u3068\u3057\u3066\u300150%\u6210\u529f\u7387\u3067\u306e\u30bf\u30b9\u30af\u5b8c\u4e86\u6642\u9593\uff08time horizon\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u30e2\u30c7\u30eb\u306e\u5230\u9054\u70b9\u3092\u5b9a\u91cf\u5316\u3059\u308b\u63d0\u6848\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u5b9f\u904b\u7528\u3067\u306e\u4efb\u305b\u3089\u308c\u308b\u7bc4\u56f2\u3092\u8b70\u8ad6\u3057\u3084\u3059\u304f\u3059\u308b\u30bf\u30a4\u30d7\u306e\u6307\u6a19\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u793e\u4f1a\u5b9f\u88c5\u304c\u9032\u3080\u524d\u63d0\u3067\u3001\u4fe1\u983c\u6027\u30fb\u8105\u5a01\u30fb\u5bfe\u7b56\u3092\u4f53\u7cfb\u5316\u3059\u308b TrustAgent\uff08\u30b5\u30fc\u30d9\u30a4\/\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff09\u304c\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u30c4\u30fc\u30eb\/\u30e1\u30e2\u30ea\/\u30e6\u30fc\u30b6\/\u74b0\u5883\u306a\u3069\u3092\u542b\u3081\u305f\u6574\u7406\u304c\u4e2d\u5fc3\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u6587\u66f8\u7406\u89e3RAG\u306e\u9ad8\u5ea6\u5316\u3068\u3057\u3066\u3001MDocAgent\uff08\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u3092\u4f7f\u3044\u5206\u3051\u308b\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\uff09\u304c\u63d0\u6848\u3055\u308c\u3001\u8907\u6570\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u5e73\u5747\u6539\u5584\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u8a55\u4fa1\u7cfb\u3067\u306f\u3001\u591a\u8a00\u8a9e\u306e\u4e0a\u7d1a\u30d9\u30f3\u30c1\u30de\u30fc\u30afMMLU-ProX\uff0813\u8a00\u8a9e\u3001\u540c\u4e00\u554f\u984c\u30bb\u30c3\u30c8\u3067\u306e\u8a00\u8a9e\u9593\u6bd4\u8f03\uff09\u304c\u767a\u8868\u3055\u308c\u3001\u8a00\u8a9e\u8cc7\u6e90\u91cf\u306b\u5fdc\u3058\u305f\u6027\u80fd\u52a3\u5316\u304c\u660e\u78ba\u306b\u89b3\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u958b\u767a\u904b\u7528\u3067\u523a\u3055\u308a\u3084\u3059\u3044\u9818\u57df\u3068\u3057\u3066\u3001\u74b0\u5883\u69cb\u7bc9\u3092\u8a55\u4fa1\u3059\u308b EnvBench\u304c\u63d0\u6848\u3055\u308c\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3068\u306f\u5225\u306e\u96e3\u6240\uff08\u4f9d\u5b58\u89e3\u6c7a\u30fb\u518d\u73fe\u6027\uff09\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u5316\u3059\u308b\u6d41\u308c\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e744\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u691c\u51fa\u306e\u9650\u754c\u3068\u6761\u4ef6\u304c\u7406\u8ad6\u67a0\u7d44\u307f\u3067\u6574\u7406\u3055\u308c\u3001\u6b63\u4f8b\u3060\u3051\u3067\u306f\u56f0\u96e3\u3067\u3001\u8ca0\u4f8b\uff08\u8aa4\u308a\u4f8b\uff09\u3092\u660e\u793a\u30e9\u30d9\u30eb\u3068\u3057\u3066\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u72b6\u6cc1\u304c\u5909\u308f\u308b\u3001\u3068\u3044\u3046\u8ad6\u70b9\u304c\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4f5c\u308a\u65b9\u304c\u5177\u4f53\u5316\u3057\u307e\u3057\u305f\u3002TongUI \u306f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebWeb\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304b\u3089\u8ecc\u8de1\u3092\u4f5c\u308b GUI-Net\uff08143K\uff09\u3092\u69cb\u7bc9\u3057\u3001Qwen2.5-VL-3B\/7B \u306e\u5fae\u8abf\u6574\u3067\u6c4e\u7528GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u72d9\u3046\u8a2d\u8a08\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u3055\u3089\u306b Windows \u5b9f\u52d9\u3078\u5bc4\u305b\u305f UFO2\uff08Desktop AgentOS\uff09 \u3068 UI-TARS-1.5\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff09\u304c\u767a\u8868\u3055\u308c\u3001OS\u30ec\u30d9\u30eb\u81ea\u52d5\u5316\u306e\u5b9f\u88c5\u7af6\u4e89\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u8ad6\u6587\u2192\u5b9f\u88c5\u306e\u81ea\u52d5\u5316\u3068\u3057\u3066 Paper2Code\uff08PaperCoder\uff09\u304c\u767a\u8868\u3055\u308c\u3001\u8a08\u753b\u2192\u5206\u6790\u2192\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e3\u6bb5\u968e\u3067\u6a5f\u68b0\u5b66\u7fd2\u8ad6\u6587\u3092\u30b3\u30fc\u30c9\u5316\u3059\u308b\u6d41\u308c\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u63a8\u8ad6\u30c7\u30fc\u30bf\u3067\u306f DeepMath-103K\uff08\u691c\u8a3c\u53ef\u80fd\u306a\u6700\u7d42\u89e3\u3092\u6301\u3064\u6570\u5b66\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff09\u304c\u516c\u958b\u3055\u308c\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9RL\u306a\u3069\u5b66\u7fd2\u8a2d\u8a08\u3078\u3064\u306a\u304c\u308b\u5f62\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e745\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u84b8\u7559\u306e\u8a55\u4fa1\u3092\u898b\u76f4\u3059 DD-Ranking \u304c\u63d0\u6848\u3055\u308c\u3001\u624b\u6cd5\u6539\u5584\u304c\u8a13\u7df4\u30c6\u30af\u30cb\u30c3\u30af\u7531\u6765\u306a\u306e\u304b\u3001\u84b8\u7559\u30c7\u30fc\u30bf\u81ea\u4f53\u306e\u60c5\u5831\u91cf\u7531\u6765\u306a\u306e\u304b\u3092\u5207\u308a\u5206\u3051\u308b\u72d9\u3044\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u77e5\u8b58\u6ce8\u5165\u306e\u73fe\u5b9f\u7684\u30d9\u30f3\u30c1\u30de\u30fc\u30afWikiDYK\uff08Wikipedia\u306eDid You Know\u2026\u7531\u6765\uff09\u304c\u767a\u8868\u3055\u308c\u3001\u53cc\u65b9\u5411LM\u3068\u56e0\u679cLM\u306e\u8a18\u61b6\u7279\u6027\u306e\u5dee\u3068\u3044\u3046\u89b3\u70b9\u3082\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u97f3\u58f0\u9818\u57df\u3067\u306f DCASE 2025 \u306e \u97f3\u97ff\u5185\u5bb9\u63a8\u8ad6\u3092\u542b\u3080Audio QA\u304c\u767a\u8868\u3055\u308c\u3001\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\u304b\u3089\u4e00\u6b69\u9032\u3093\u3060\u8a55\u4fa1\u8a2d\u8a08\u304c\u524d\u306b\u51fa\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>Visual Planning \u3068 GRIT\u3067\u306f\u8a08\u753b\u30fb\u63a8\u8ad6\u3092\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u306b\u56fa\u5b9a\u305b\u305a\u3001\u753b\u50cf\u8868\u73fe\u3067\u9032\u3081\u308b\u65b9\u5411\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6\u306e\u8a2d\u8a08\u8ad6\u304c\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>XRAG \/ NExT-Search\u306a\u3069\u691c\u7d22\uff0b\u751f\u6210\u306e\u8a55\u4fa1\u3084\u3001\u691c\u7d22\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u8a2d\u8a08\u3092\u518d\u69cb\u7bc9\u3059\u308b\u63d0\u6848\u3002\u691c\u7d22\u3068\u751f\u6210\u306e\u7d71\u5408\u304c\u9032\u3080\u307b\u3069\u3001\u8a55\u4fa1\u3068\u6539\u5584\u30eb\u30fc\u30d7\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e746\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30cb\u30e5\u30fc\u30b9\u3068\u3057\u3066\u3001Deep Research API \u3084 Gemini CLI \u304c\u767a\u8868\u3055\u308c\u3001\u958b\u767a\u30fb\u5229\u7528\u5f62\u614b\u306e\u5909\u5316\u304c\u5f37\u304f\u610f\u8b58\u3055\u308c\u308b\u6708\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u540c\u6642\u306b\u3001Mistral-Small-3.2-24B \u3084 Hunyuan-A13B\u3001\u97f3\u58f0\u306e OpusLM \u306a\u3069\u3001\u516c\u958b\u30e2\u30c7\u30eb\u306e\u52d5\u304d\u3082\u4e26\u5217\u3067\u793a\u3055\u308c\u3001\u73fe\u5834\u3067\u306e\u9078\u629e\u80a2\u304c\u5897\u3048\u308b\u5c40\u9762\u3067\u3059\u3002<\/li>\n\n\n\n<li>AI for Science\u306e\u9032\u6357\u3092\u6e2c\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u3001BLA Benchmark\uff08Measuring, Tracking, and Making AI for Science Progress\uff09\u304c\u767a\u8868\u3055\u308c\u3001\u79d1\u5b66\u9818\u57df\u3067\u3082\u8a55\u4fa1\u30fb\u8ffd\u8de1\u304c\u524d\u63d0\u306b\u306a\u3063\u3066\u3044\u304f\u6d41\u308c\u304c\u898b\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7814\u7a76\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3067\u306f\u3001From Ideation to Execution \u306e\u6587\u8108\u3067\u3001\u7740\u60f3\u304b\u3089\u5b9f\u884c\u307e\u3067\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u305f\u3081\u306e\u8a2d\u8a08\u8ad6\u304c\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002AI\u304c\u8ad6\u6587\u8aad\u89e3\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u9a13\u30fb\u691c\u8a3c\u30fb\u5b9f\u88c5\u5074\u3078\u5e83\u304c\u308b\u524d\u63d0\u306e\u6574\u7406\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u3055\u3089\u306b\u3001\u9589\u30eb\u30fc\u30d7\u81ea\u52d5\u5316\u306e\u6bb5\u968e\u3092\u8d8a\u3048\u3001\u5177\u4f53\u7684\u6210\u679c\uff08\u691c\u8a3c\u30fb\u767a\u898b\uff09\u306b\u63a5\u7d9a\u3059\u308b\u8a2d\u8a08\u304c\u524d\u9032\u3057\u3066\u3044\u307e\u3059\u3002Intelligent Science Laboratory \u306f\u9589\u30eb\u30fc\u30d7\u81ea\u5f8b\u767a\u898b\u3092\u660e\u78ba\u306b\u63b2\u3052\u3001\u7814\u7a76\u306e\u81ea\u52d5\u5b9f\u884c\u3092\u4e00\u6bb5\u9032\u3081\u308b\u65b9\u5411\u3092\u63d0\u793a\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>AlphaEvolve \u306f\u3001LLM\u3092\u4f7f\u3063\u305f\u81ea\u52d5\u8a2d\u8a08\u30fb\u63a2\u7d22\u306e\u65b9\u5411\u6027\u3092\u5f37\u3081\u308b\u8a71\u984c\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u3001\u79d1\u5b66\u30fb\u5de5\u5b66\u7684\u63a2\u7d22\u3092\u53cd\u5fa9\u53ef\u80fd\u306a\u8a08\u7b97\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5bc4\u305b\u308b\u6d41\u308c\u3068\u6574\u5408\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u79d1\u5b66\u77e5\u8b58\u306e\u53d6\u308a\u6271\u3044\u3067\u306f\u3001CRITICTOOL \u306e\u3088\u3046\u306b \u5f15\u7528\u3068\u30c4\u30fc\u30eb\u5229\u7528\u3092\u524d\u63d0\u306b\u79d1\u5b66\u7684\u4e3b\u5f35\u3092\u691c\u8a3c\u3059\u308b\u67a0\u7d44\u307f\u304c\u63d0\u6848\u3055\u308c\u3001\u751f\u6210\u3060\u3051\u3067\u306a\u304f\u691c\u8a3c\u30fb\u53cd\u8a3c\u53ef\u80fd\u6027\u3092\u91cd\u8996\u3059\u308b\u65b9\u5411\u304c\u660e\u78ba\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e747\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RAG\u3092\u691c\u7d22\u3060\u3051\u3067\u306a\u304f\u63a8\u8ad6\u3068\u7d71\u5408\u3059\u308b Agentic RAG + Deep Reasoning \u306e\u30b5\u30fc\u30d9\u30a4\u304c\u767a\u8868\u3055\u308c\u3001\u5b9f\u88c5\u306e\u524d\u63d0\u77e5\u8b58\u304c\u6574\u7406\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u79d1\u5b66\u8ad6\u6587\u306e\u6982\u5ff5\u56f3\uff08\u30b9\u30ad\u30fc\u30de\u56f3\uff09\u3092\u7406\u89e3\u3067\u304d\u308b\u304b\u3092\u6e2c\u308b MIS-QA \u304c\u767a\u8868\u3055\u308c\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u79d1\u5b66\u8aad\u89e3\u3092\u8a55\u4fa1\u3059\u308b\u5177\u4f53\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9031\u6b21\u30cb\u30e5\u30fc\u30b9\uff08Qwen3-Coder \/ Intern-S1 \/ Step-Audio2 \/ TeleChat2 \/ Apple Intelligence \u306a\u3069\uff09\u306f\u30e2\u30c7\u30eb\u66f4\u65b0\u304c\u5e83\u7bc4\u56f2\u306b\u9032\u884c\u3002\u30b3\u30fc\u30c9\u30fb\u97f3\u58f0\u30fb\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30fb\u7aef\u672b\u5185\u30e2\u30c7\u30eb\u307e\u3067\u8a71\u984c\u304c\u5206\u6563\u3002<\/li>\n\n\n\n<li>\u8a00\u8a9e\u6df7\u5728\u304c\u63a8\u8ad6\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3068\u3057\u3066\u3001\u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u3067\u8a00\u8a9e\u304c\u6df7\u3056\u308b\u73fe\u8c61\u3092\u3001\u60aa\u7656\u3067\u306f\u306a\u304f\u6226\u7565\u3068\u3057\u3066\u6349\u3048\u308b\u5206\u6790\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>Docopilot\u3067\u306f\u6587\u66f8\u30ec\u30d9\u30eb\u7406\u89e3\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3002\u696d\u52d9\u7cfb\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306e\u91cd\u8981\u9818\u57df\u304c\u5f15\u304d\u7d9a\u304d\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e748\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u5df1\u9032\u5316\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u30c7\u30d7\u30ed\u30a4\u5f8c\u306b\u74b0\u5883\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u81ea\u52d5\u62e1\u5f35\uff09\u3092\u4f53\u7cfb\u5316\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u304c\u767a\u8868\u3055\u308c\u3001\u904b\u7528\u3092\u524d\u63d0\u306b\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u89b3\u304c\u5f37\u307e\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>AI Scientist\/Robot Scientist \u306e\u305f\u3081\u306e \u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u57fa\u76e4 aiXiv \u304c\u63d0\u6848\u3055\u308c\u3001\u63d0\u6848\u30fb\u67fb\u8aad\u30fb\u9632\u5fa1\u307e\u3067\u3092\u542b\u3080\u904b\u7528\u8a2d\u8a08\uff08RAG\u8a55\u4fa1\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u8010\u6027\u306a\u3069\uff09\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>SurveyGen-I \u306f\u3001\u691c\u7d22\u2192\u8a08\u753b\u9032\u5316\u2192\u30e1\u30e2\u30ea\u8a98\u5c0e\u57f7\u7b46\u3092\u7d71\u5408\u3057\u3001\u30b5\u30fc\u30d9\u30a4\u751f\u6210\u3092\u4e00\u8cab\u6027\u3068\u5f15\u7528\u30ab\u30d0\u30ec\u30c3\u30b8\u3067\u6539\u5584\u3059\u308b\u67a0\u7d44\u307f\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e749\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u516c\u958b\u30e2\u30c7\u30eb\u306e\u52e2\u3044\u304c\u975e\u5e38\u306b\u5f37\u3044\u6708\u3068\u3057\u3066\u3001Qwen3-Omni\u3001LongCat-Flash-Thinking\uff08\u30aa\u30fc\u30d7\u30f3\u306aMoE\u63a8\u8ad6\uff09\u3001EmbeddingGemma\u3001Logics-Parsing \u306a\u3069\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30fb\u63a8\u8ad6\u30fb\u57cb\u3081\u8fbc\u307f\u30fb\u6587\u66f8\u7406\u89e3\u307e\u3067\u3001\u30aa\u30fc\u30d7\u30f3\u5074\u306e\u5e45\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b66\u7fd2\u3067\u306f LIMI\uff08Less is More for Agency\uff09\u304c\u63d0\u6848\u3055\u308c\u3001\u30c7\u30fc\u30bf\u91cf\u3088\u308a\u3082\u9ad8\u54c1\u8cea\u306a\u81ea\u5f8b\u884c\u52d5\u30c7\u30e2\u306e\u6226\u7565\u7684\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u52b9\u304f\u3001\u3068\u3044\u3046\u65b9\u5411\u6027\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u8a55\u4fa1\u30fb\u7406\u89e3\u306e\u57fa\u76e4\u3068\u3057\u3066\u3001Fluid Benchmarking\uff08\u9069\u5fdc\u578b\u30c6\u30b9\u30c8\u306e\u767a\u60f3\u3067\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u52d5\u7684\u9078\u629e\uff09\u3084\u3001Mamba\u306e\u5f31\u70b9\u3092\u5408\u6210\u30bf\u30b9\u30af\u3067\u793a\u3059\u7814\u7a76\u306a\u3069\u3001\u30e2\u30c7\u30eb\u7406\u89e3\u3068\u8a55\u4fa1\u65b9\u6cd5\u304c\u524d\u9032\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e7410\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30cb\u30e5\u30fc\u30b9\u67a0\u3067\u306f\u3001ChatGPT Atlas\u3001Ring-1T\u3001DeepSeek OCR\u3001olmOCR 2 \u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u6a5f\u80fd\u306e\u62e1\u5f35\u3068\u3001\u30aa\u30fc\u30d7\u30f3\u5074\u306e\u5927\u578b\u30e2\u30c7\u30eb\u30fbOCR\u30c4\u30fc\u30eb\u304c\u540c\u6642\u306b\u9032\u3080\u69cb\u56f3\u304c\u660e\u78ba\u3067\u3059\u3002<\/li>\n\n\n\n<li>Deep Research \u7cfb\u306e\u8a55\u4fa1\u3092\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u3067\u6e2c\u308b FinDeepResearch Benchmark\uff08\u91d1\u878d\u30c9\u30e1\u30a4\u30f3\uff09\u304c\u767a\u8868\u3055\u308c\u3001\u6c4e\u7528\u306e\u6df1\u6398\u308a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u9818\u57df\u5225\u306e\u518d\u73fe\u6027\u3042\u308b\u6e2c\u5b9a\u304c\u5fd7\u5411\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6587\u66f8\u7406\u89e3\/OCR\u5468\u8fba\u3067\u306f UNIDOC-BENCH \u306e\u3088\u3046\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u304c\u63d0\u793a\u3055\u308c\u3001OCR\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u6587\u66f8\u3068\u3057\u3066\u306e\u53d6\u308a\u6271\u3044\u5168\u4f53\u3092\u8a55\u4fa1\u3059\u308b\u65b9\u5411\u304c\u898b\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b66\u7fd2\u57fa\u76e4\u3068\u3057\u3066 UI-Simulator \u304c\u767a\u8868\u3055\u308c\u3001\u5b9f\u884c\u74b0\u5883\u30fb\u884c\u52d5\u30ed\u30b0\u306e\u6574\u5099\u3092\u901a\u3058\u3066\u3001\u73fe\u5b9f\u7684\u306a\u64cd\u4f5c\u3092\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u5411\u304c\u5f37\u307e\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u751f\u6210\u7269\u306e\u4fe1\u983c\u6027\u3067\u306f VeriCite \u304c\u63d0\u6848\u3055\u308c\u3001\u5f15\u7528\u751f\u6210\u30fb\u691c\u8a3c\u3092\u4eba\u9593\u6c34\u6e96\u3078\u5bc4\u305b\u308b\u65b9\u5411\u304c\u898b\u3048\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u30c7\u30fc\u30bf\u6c5a\u67d3\uff08contamination\uff09\u691c\u51fa\u3084\u3001\u8a55\u4fa1\u306e\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u8a71\u984c\u3082\u4e26\u3073\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u904b\u7528\u306e\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e7411\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6708\u5185\u306e\u30e2\u30c7\u30eb\u52d5\u5411\u307e\u3068\u3081\u3067\u306f\u3001Grok 4.1\u3001Gemini 3 Pro\u3001GPT-5.1 Pro\/Codex\u3001Nano Banana Pro\u3001Olmo 3\u3001Step-Audio-R1\u3001Omnilingual ASR \u304c\u5217\u6319\u3055\u308c\u3001\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u3068\u516c\u958b\u30e2\u30c7\u30eb\u3001\u3055\u3089\u306b\u97f3\u58f0\u63a8\u8ad6\u30fb\u591a\u8a00\u8a9eASR\u307e\u3067\u542b\u3081\u305f\u7af6\u4e89\u72b6\u6cc1\u304c\u6574\u7406\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>GUI\u9818\u57df\u3067\u306f\u3001Computer-Use Agents \u3092 \u751f\u6210UI\u306e\u8a55\u4fa1\u8005\uff08judge\uff09\u3068\u3057\u3066\u4f7f\u3046\u767a\u60f3\u304c\u63d0\u793a\u3055\u308c\u3001UI\u304c\u4eba\u9593\u4e2d\u5fc3\u304b\u3089\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4e2d\u5fc3\u3078\u5bc4\u308b\u53ef\u80fd\u6027\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ea\u30b9\u30af\u3068\u3057\u3066\u3001\u5354\u8abf\u8a50\u6b3a\u3092\u6271\u3046 MultiAgentFraudBench \u304c\u767a\u8868\u3055\u308c\u3001\u73fe\u5b9f\u306e\u8105\u5a01\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3078\u843d\u3068\u3059\u6d41\u308c\u304c\u898b\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u5df1\u9032\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08AgentEvolver\u3001Agent0\uff09\u3082\u767a\u8868\u3055\u308c\u3001\u30c4\u30fc\u30eb\u7d71\u5408\u3084\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u5171\u9032\u5316\u3067\u6027\u80fd\u3092\u4f38\u3070\u3059\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u30d9\u30fc\u30b9\u3068\u3057\u3066Qwen\u7cfb\u304c\u8a00\u53ca\u3055\u308c\u308b\u70b9\u3082\u542b\u3081\u3001\u516c\u958b\u30e2\u30c7\u30eb\u3092\u571f\u53f0\u306b\u3057\u305f\u9032\u5316\u304c\u898b\u3048\u307e\u3059\uff09\u3002<\/li>\n\n\n\n<li>\u4e16\u754c\u30e2\u30c7\u30eb\u6587\u8108\u3067\u306f\u3001\u52d5\u753b\u751f\u6210\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u6e2c\u308b Gen-ViRe \u304c\u63d0\u6848\u3055\u308c\u3001\u751f\u6210\u54c1\u8cea\u3060\u3051\u3067\u306a\u304f\u63a8\u8ad6\u30fb\u8a08\u753b\u30fb\u6642\u7a7a\u9593\u8a8d\u77e5\u306a\u3069\u306e\u8a55\u4fa1\u8ef8\u304c\u660e\u78ba\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e7412\u6708<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>dMLLM-TTS \u306f\u3001Diffusion\u7cfb\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebLLM\u306b\u5bfe\u3059\u308b \u30c6\u30b9\u30c8\u6642\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u52b9\u7387\u5316\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u3001\u751f\u6210\u54c1\u8cea\u3068\u8a08\u7b97\u52b9\u7387\u306e\u4e21\u7acb\u304c\u30c6\u30fc\u30de\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>MMGR \u306f\u3001\u52d5\u753b\u30fb\u753b\u50cf\u751f\u6210\u3092\u4e16\u754c\u30e2\u30c7\u30eb\u3078\u8fd1\u3065\u3051\u308b\u305f\u3081\u306b\u3001\u7269\u7406\u30fb\u8ad6\u7406\u30fb\u7a7a\u9593\u30fb\u6642\u9593\u306a\u3069\u306e\u63a8\u8ad6\u67f1\u3067\u8a55\u4fa1\u3059\u308b\u67a0\u7d44\u307f\u3068\u3057\u3066\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001EDA\uff08\u96fb\u5b50\u8a2d\u8a08\uff09\u3068\u3044\u3046\u9ad8\u4ed8\u52a0\u4fa1\u5024\u9818\u57df\u3078\u62e1\u5f35\u3055\u308c\u3001GUI-EDA \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068 EDAgent \u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u30aa\u30d5\u30a3\u30b9\u81ea\u52d5\u5316\u304b\u3089\u5c02\u9580\u9818\u57df\u3078\u3001\u9069\u7528\u5148\u304c\u672c\u683c\u7684\u306b\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>LLM\u3092\u6697\u9ed9\u306e\u4e16\u754c\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6271\u3046 Word to World \u3082\u63d0\u793a\u3055\u308c\u3001\u5f37\u5316\u5b66\u7fd2\u30fb\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068LLM\u306e\u63a5\u5408\u304c\u7d99\u7d9a\u30c8\u30ec\u30f3\u30c9\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2025\u5e74\u306e\u6280\u8853\u52d5\u5411\u306e\u8981\u7d04<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u80fd\u529b\u304b\u3089\u904b\u7528\u3078<\/strong><br>\u9577\u6642\u9593\u30bf\u30b9\u30af\u306e\u6642\u9593\u5730\u5e73\u8a55\u4fa1\u3001\u74b0\u5883\u69cb\u7bc9\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u5b9f\u6848\u4ef6\u578bSWE\u8a55\u4fa1\u306a\u3069\u3001\u73fe\u5834\u306e\u5931\u6557\u70b9\u3092\u6e2c\u308b\u6307\u6a19\u304c\u5897\u3048\u3001\u5358\u7d14\u306aQA\u7cbe\u5ea6\u304b\u3089\u904b\u7528\u6027\u80fd\u3078\u91cd\u5fc3\u304c\u79fb\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u30fbOS\u7d71\u5408\u30fb\u5c02\u9580\u9818\u57df\u5bfe\u5fdc\u306e3\u70b9\u3067\u6210\u719f<\/strong><br>UI-TARS\/TongUI\/UFO2\/UI-Simulator\/GUI-EDA \u3068\u3044\u3063\u305f\u6d41\u308c\u3067\u3001(1)\u8ecc\u8de1\u30c7\u30fc\u30bf\u6574\u5099\u3001(2)OS\u30ec\u30d9\u30eb\u81ea\u52d5\u5316\u3001(3)\u9ad8\u4ed8\u52a0\u4fa1\u5024\u696d\u52d9\uff08EDA\u7b49\uff09\u3078\u306e\u9069\u7528\u304c\u63c3\u3063\u3066\u9032\u307f\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>AI for Science\u306f\u3001\u9589\u30eb\u30fc\u30d7\u81ea\u52d5\u5316\u306e\u6bb5\u968e\u304b\u3089\u5177\u4f53\u7684\u6210\u679c\u3092\u72d9\u3046\u7d71\u5408\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078<\/strong><br>AI co-scientist \u306e\u3088\u3046\u306b\u691c\u8a3c\u53ef\u80fd\u4eee\u8aac\u3092\u63d0\u6848\u3057\u3001\u5b9f\u9a13\u7684\u652f\u6301\u306e\u3042\u308b\u5019\u88dc\u306b\u89e6\u308c\u308b\u8a71\u984c\u304c\u51fa\u308b\u4e00\u65b9\u3001Intelligent Science Laboratory \u3084 CRITICTOOL\u3001BLA Benchmark \u306a\u3069\u3001\u4eee\u8aac\u751f\u6210\u2192\u691c\u8a3c\u2192\u8a55\u4fa1\u306e\u63a5\u7d9a\u3092\u652f\u3048\u308b\u8981\u7d20\u304c\u6574\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u30022025\u5e74\u306f\u3001\u9589\u30eb\u30fc\u30d7\u306e\u67a0\u5185\u306b\u7559\u307e\u3089\u305a\u3001\u767a\u898b\u30fb\u691c\u8a3c\u3092\u3088\u308a\u76f4\u63a5\u306b\u72d9\u3048\u308b\u8a2d\u8a08\u304c\u73fe\u5b9f\u5473\u3092\u5e2f\u3073\u305f\u5e74\u3068\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u516c\u958b\u30e2\u30c7\u30eb\uff08\u30aa\u30fc\u30d7\u30f3\uff09\u306e\u5b58\u5728\u611f\u304c\u62e1\u5927\u3057\u3001\u7528\u9014\u304c\u591a\u6975\u5316<\/strong><br>Qwen\/Gemma\u7cfb\u306e\u6d3e\u751f\u3001\u63a8\u8ad6MoE\u3001\u57cb\u3081\u8fbc\u307f\u3001\u97f3\u58f0\u63a8\u8ad6\u3001\u8d85\u591a\u8a00\u8a9eASR\u306a\u3069\u3001\u30aa\u30fc\u30d7\u30f3\u5074\u304c\u5358\u306a\u308b\u4ee3\u66ff\u3067\u306f\u306a\u304f\u3001\u9818\u57df\u5225\u306b\u5c16\u3063\u305f\u9078\u629e\u80a2\u3068\u3057\u3066\u524d\u63d0\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8a55\u4fa1\uff08\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff09\u306e\u9ad8\u5ea6\u5316\u304c\u3001\u958b\u767a\u7af6\u4e89\u306e\u524d\u63d0\u6761\u4ef6\u306b\u306a\u3063\u305f<\/strong><br>MME-CoT\u3001SuperGPQA\u3001FinDeepResearch\u3001DeepMath\u3001Fluid Benchmarking\u3001\u6c5a\u67d3\u691c\u51fa\u306a\u3069\u3001\u80fd\u529b\u5dee\u3092\u51fa\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u8a55\u4fa1\u81ea\u4f53\u306e\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u65b9\u5411\u304c\u5f37\u307e\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u72b6\u6cc1\u306e\u89e3\u91c8\u3068\u793a\u5506<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u696d\u52d9\u5c0e\u5165\u306e\u7126\u70b9\u306f\u3001\u30e2\u30c7\u30eb\u9078\u5b9a\u3088\u308a\u5148\u306b\u8a55\u4fa1\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u79fb\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><br>\u9577\u6642\u9593\u30bf\u30b9\u30af\u3001\u74b0\u5883\u69cb\u7bc9\u3001\u6587\u66f8OCR\u3001\u30c9\u30e1\u30a4\u30f3Deep Research\u306a\u3069\u3001\u81ea\u793e\u696d\u52d9\u306e\u5931\u6557\u70b9\u306b\u5408\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\/\u30c6\u30b9\u30c8\u8a2d\u8a08\u3092\u5148\u306b\u6301\u3064\u3053\u3068\u304c\u3001PoC\u306e\u518d\u73fe\u6027\u3068\u672c\u756a\u54c1\u8cea\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>GUI\u81ea\u52d5\u5316\u306f\u3001\u6c4e\u7528\u64cd\u4f5c\u304b\u3089\u5c02\u9580\u696d\u52d9\u3078\u62e1\u5f35\u3059\u308b\u5c40\u9762\u3067\u3059\u3002<\/strong><br>\u30aa\u30d5\u30a3\u30b9\u64cd\u4f5c\u306b\u7559\u3081\u305a\u3001\u8a2d\u8a08\u30fb\u89e3\u6790\u30fb\u904b\u7528\u306a\u3069\u9ad8\u4fa1\u5024\u9818\u57df\u3067\u3001\u30c7\u30fc\u30bf\uff08\u64cd\u4f5c\u8ecc\u8de1\uff09\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\uff08\u76e3\u67fb\u30fb\u5b89\u5168\uff09\u3092\u63c3\u3048\u305f\u3046\u3048\u3067\u6bb5\u968e\u7684\u306b\u9069\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u6226\u7565\u304c\u5408\u7406\u7684\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>AI for Science\u306f\u3001\u7814\u7a76\u652f\u63f4\u30c4\u30fc\u30eb\u5c0e\u5165\u3060\u3051\u3067\u306a\u304f\u3001\u7814\u7a76\u30d7\u30ed\u30bb\u30b9\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u304c\u6210\u679c\u3092\u6c7a\u3081\u307e\u3059\u3002<\/strong><br>\u4eee\u8aac\u30fb\u5b9f\u9a13\u30fb\u7d50\u679c\u30fb\u5f15\u7528\u3092\u6a5f\u68b0\u53ef\u8aad\u306b\u63a5\u7d9a\u3067\u304d\u308b\u72b6\u614b\uff08\u8a18\u9332\u3001API\u3001\u691c\u8a3c\u53ef\u80fd\u6027\uff09\u3092\u6574\u3048\u308b\u307b\u3069\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306e\u4fa1\u5024\u304c\u9589\u30eb\u30fc\u30d7\u3092\u8d85\u3048\u3066\u5177\u4f53\u7684\u6210\u679c\u306b\u7d50\u3073\u3064\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u516c\u958b\u30e2\u30c7\u30eb\u6d3b\u7528\u306f\u30b3\u30b9\u30c8\u524a\u6e1b\u3060\u3051\u3067\u306a\u304f\u8981\u4ef6\u9069\u5408\u3067\u9078\u3076\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u307e\u3057\u305f\u3002<\/strong><br>\u57cb\u3081\u8fbc\u307f\u3001\u97f3\u58f0\u3001\u591a\u8a00\u8a9e\u3001\u63a8\u8ad6\u306a\u3069\u3001\u7528\u9014\u5225\u306b\u30aa\u30fc\u30d7\u30f3\u304c\u6700\u9069\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u6a5f\u5bc6\u6027\u30fb\u898f\u5236\u30fb\u30aa\u30f3\u30d7\u30ec\u8981\u4ef6\u304c\u3042\u308b\u5834\u5408\u3082\u542b\u3081\u3001\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\uff0b\u30aa\u30fc\u30d7\u30f3\u306e\u4f75\u7528\u3092\u524d\u63d0\u306b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6bce\u5e74\u6052\u4f8b\u306eChatGPT\u306b\u3088\u308b2025\u5e74\u306e\u632f\u308a\u8fd4\u308a\u3002\u4eca\u5e74\u306fAPI\u3092\u5229\u7528\u305b\u305a\u306bPro\u30e2\u30fc\u30c9\u306b\u304a\u4efb\u305b\u3057\u3066\u307f\u305f\u3002\u6b63\u76f4\u602a\u3057\u3044\u3068\u3053\u308d\u304c\u306a\u3044\u3067\u306f\u306a\u3044\u304c\u307e\u305a\u307e\u305a\u826f\u304f\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3046\u3002 2025\u5e741\u6708 2025\u5e742\u6708 2025 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=8001\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;2025\u5e74\u306e\u632f\u308a\u8fd4\u308a&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-8001","post","type-post","status-publish","format-standard","hentry","category-arxiv"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8001"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8001\/revisions"}],"predecessor-version":[{"id":8002,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8001\/revisions\/8002"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}