{"id":7525,"date":"2026-10-27T09:32:24","date_gmt":"2026-10-27T00:32:24","guid":{"rendered":"https:\/\/techfun.cc\/?p=7525"},"modified":"2026-10-27T09:32:24","modified_gmt":"2026-10-27T00:32:24","slug":"decision-model-openai-decisions-api","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/decision-model-openai-decisions-api.html","title":{"rendered":"\u5224\u65ad\u7279\u5316AI\u30e2\u30c7\u30eb\u3068\u306f \u2015 OpenAI Decisions API\u3067\u5b66\u3076\u3001\u751f\u6210AI\u306b\u3088\u308b\u5224\u65ad\u306e\u81ea\u52d5\u5316"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>\u751f\u6210AI\u3092\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u7d44\u307f\u8fbc\u3080\u3068\u3001\u6587\u7ae0\u3092\u66f8\u304b\u305b\u308b\u51e6\u7406\u3088\u308a\u300c\u5224\u65ad\u3055\u305b\u308b\u300d\u51e6\u7406\u306e\u307b\u3046\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u3092\u3069\u306e\u7a93\u53e3\u3078\u56de\u3059\u304b\u3001\u3053\u306e\u5165\u529b\u306f\u898f\u7d04\u306b\u9055\u53cd\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6b21\u306b\u691c\u7d22\u3059\u308b\u306e\u304b\u56de\u7b54\u3059\u308b\u306e\u304b\u3002\u3044\u305a\u308c\u3082\u3001\u7b54\u3048\u306e\u5019\u88dc\u306f\u3042\u3089\u304b\u3058\u3081\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u3046\u3057\u305f\u5224\u65ad\u3092\u6c4e\u7528\u306eLLM\u306b\u4efb\u305b\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306f\u7b54\u3048\u3092\u6587\u7ae0\u3068\u3057\u3066\u751f\u6210\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u305d\u308c\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3048\u3070\u5f62\u5f0f\u306f\u5b88\u308c\u307e\u3059\u304c\u3001\u751f\u6210\u3067\u3042\u308b\u4ee5\u4e0a\u3001\u5fdc\u7b54\u306b\u306f\u6570\u79d2\u304b\u304b\u308a\u3001\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u306b\u3082\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u8fd4\u3063\u3066\u304f\u308b\u306e\u306f\u300cbilling\u300d\u306e\u3088\u3046\u306a\u7b54\u3048\u3060\u3051\u3067\u3001\u30e2\u30c7\u30eb\u304c\u3069\u306e\u7a0b\u5ea6\u78ba\u4fe1\u3057\u3066\u3044\u308b\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u78ba\u4fe1\u304c\u4f4e\u3044\u3082\u306e\u3060\u3051\u4eba\u306b\u56de\u3059\u3001\u3068\u3044\u3063\u305f\u8a2d\u8a08\u3092\u7d44\u307f\u306b\u304f\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002<br \/>\n2026\u5e749\u6708\u4ee5\u964d\u3001\u3053\u306e\u300c\u5224\u65ad\u300d\u3060\u3051\u3092\u62c5\u3046\u30e2\u30c7\u30eb\u304c\u76f8\u6b21\u3044\u3067\u767b\u5834\u3057\u307e\u3057\u305f\u3002TypeSafe AI\u306eJev\u3001OpenAI\u306eDecisions API\u3001Microsoft\u306eMicrosoft-Decision-1\u3067\u3059\u3002\u3044\u305a\u308c\u3082\u6587\u7ae0\u3092\u751f\u6210\u305b\u305a\u3001\u6c7a\u3081\u3089\u308c\u305f\u9078\u629e\u80a2\u305d\u308c\u305e\u308c\u306e\u78ba\u7387\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5224\u65ad\u7279\u5316API\u306e\u6982\u8981\u3001\u4f7f\u7528\u5834\u9762\u3001\u6599\u91d1\u3092\u6574\u7406\u3057\u305f\u3046\u3048\u3067\u3001OpenAI Decisions API\u3092\u4f7f\u3063\u3066\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u632f\u308a\u5206\u3051\u308b\u30c7\u30e2\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u5206\u304b\u3063\u305f\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3059\u3002\u306a\u304a\u3001\u672c\u8a18\u4e8b\u306e\u5185\u5bb9\u306f2026\u5e7410\u670827\u65e5\u6642\u70b9\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<br \/>\n\u69cb\u9020\u5316\u51fa\u529b\u306e\u57fa\u672c\u306f\u3001\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/structured-outputs-basics-and-practice.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/03\/structured-outputs-basics-and-practice-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">Structured Outputs\u306e\u57fa\u672c\u3068\u5b9f\u8df5<\/div><\/div><\/a>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">\u5224\u65ad\u7279\u5316API\u3068\u306f\uff1a\u9078\u629e\u80a2\u3092\u6e21\u3057\u3001\u78ba\u7387\u3092\u53d7\u3051\u53d6\u308b<\/h3>\n<p>\u5224\u65ad\u7279\u5316API\u306f\u3001\u5165\u529b\u3068\u300c\u554f\u3044\u300d\u3068\u300c\u7b54\u3048\u306e\u5019\u88dc\u300d\u3092\u53d7\u3051\u53d6\u308a\u3001\u5019\u88dc\u3054\u3068\u306e\u78ba\u7387\u3092\u8fd4\u3059API\u3067\u3059\u3002\u7b54\u3048\u306e\u5019\u88dc\u306f\u547c\u3073\u51fa\u3057\u5074\u304c\u4e8b\u524d\u306b\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u3001\u5019\u88dc\u4ee5\u5916\u306e\u5024\u304c\u8fd4\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u5224\u65ad\u7279\u5316API\u306f\u3001\u300c\u8ce2\u3044if\u6587\u300d\u3068\u8003\u3048\u308b\u3068\u7528\u9014\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002TypeSafe AI\u3082\u3001Jev\u306e\u7528\u9014\u3092\u300csmart if-statements\u300d\u3068\u8868\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u300c\u3053\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u7dca\u6025\u304b\u300d\u306e\u3088\u3046\u306b\u3001\u5358\u7d14\u306a\u6761\u4ef6\u5f0f\u3067\u306f\u66f8\u304d\u306b\u304f\u3044\u5224\u65ad\u3092AI\u306b\u4efb\u305b\u3001\u305d\u306e\u7d50\u679c\u3084\u78ba\u7387\u3092\u4f7f\u3063\u3066\u51e6\u7406\u3092\u5206\u5c90\u3055\u305b\u307e\u3059\uff08<a href=\"https:\/\/typesafe.ai\/blog\/introducing-system-one-models-and-jev\" class=\"Ext\">TypeSafe AI\u516c\u5f0f\u30d6\u30ed\u30b0<\/a>\uff09\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/decision-model-openai-decisions-api-overview.png\" alt=\"\u5224\u65ad\u7279\u5316API\u3092\u8ce2\u3044if\u6587\u3068\u3057\u3066\u4f7f\u3044\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u5bfe\u5fdc\u3092\u5206\u5c90\u3055\u305b\u308b\u4f8b\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">AI\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u304b\u3089\u7dca\u6025\u306e\u5bfe\u5fdc\u304c\u5fc5\u8981\u306a\u78ba\u7387\u3092\u8fd4\u3057\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3057\u304d\u3044\u5024\u3067\u901a\u77e5\u306e\u6709\u7121\u3092\u5206\u3051\u308b\u3002\u6570\u5024\u306f\u8aac\u660e\u7528\u306e\u4f8b\u3002<\/div>\n<h4 id=\"section-2-1\" class=\"Heading Title Title--s\">\u751f\u6210\u578bLLM\u3068\u306e\u9055\u3044<\/h4>\n<p>\u540c\u3058\u300c\u554f\u3044\u5408\u308f\u305b\u3092\u7a93\u53e3\u306b\u632f\u308a\u5206\u3051\u308b\u300d\u51e6\u7406\u3092\u3001\u751f\u6210\u578bLLM\u306e\u69cb\u9020\u5316\u51fa\u529b\u3068\u5224\u65ad\u7279\u5316API\u3067\u5b9f\u88c5\u3057\u305f\u5834\u5408\u306e\u9055\u3044\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u751f\u6210\u578bLLM\uff0b\u69cb\u9020\u5316\u51fa\u529b<\/th>\n<th>\u5224\u65ad\u7279\u5316API<\/th>\n<\/tr>\n<tr>\n<td>\u8fd4\u308b\u3082\u306e<\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\uff08\u7b54\u3048\u306e\u5024\uff09<\/td>\n<td>\u9078\u3093\u3060\u7b54\u3048\u3001\u9078\u629e\u80a2\u3054\u3068\u306e\u78ba\u7387\u3001\u78ba\u4fe1\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>\u7b54\u3048\u306e\u7bc4\u56f2<\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306eenum\u3067\u5236\u7d04\u3059\u308b<\/td>\n<td>\u5b9a\u7fa9\u3057\u305f\u9078\u629e\u80a2\u306e\u4e2d\u3060\u3051<\/td>\n<\/tr>\n<tr>\n<td>\u5224\u65ad\u306e\u7406\u7531<\/td>\n<td>\u9805\u76ee\u3092\u8db3\u305b\u3070\u6587\u7ae0\u3067\u66f8\u304b\u305b\u3089\u308c\u308b<\/td>\n<td>\u8fd4\u3089\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u8ab2\u91d1<\/td>\n<td>\u5165\u529b\u30c8\u30fc\u30af\u30f3\uff0b\u51fa\u529b\u30c8\u30fc\u30af\u30f3<\/td>\n<td>\u5165\u529b\u30c8\u30fc\u30af\u30f3\u306e\u307f<\/td>\n<\/tr>\n<tr>\n<td>\u5411\u3044\u3066\u3044\u308b\u51e6\u7406<\/td>\n<td>\u62bd\u51fa\u3001\u8981\u7d04\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u751f\u6210<\/td>\n<td>\u5206\u985e\u3001\u632f\u308a\u5206\u3051\u3001\u6761\u4ef6\u5224\u5b9a\u3001\u63a1\u70b9<\/td>\n<\/tr>\n<\/table>\n<p><a href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\" class=\"Ext\">OpenAI\u306eDecisions API\u30ac\u30a4\u30c9<\/a>\u3067\u3082\u3001\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u751f\u6210\u3057\u305f\u3044\u5834\u5408\u306fResponses API\u306eStructured Outputs\u3092\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u304c\u5fc5\u8981\u306a\u5834\u5408\u306fFunction calling\u3092\u4f7f\u3046\u3088\u3046\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\u5224\u65ad\u7279\u5316API\u306f\u3001\u751f\u6210\u578bLLM\u3092\u7f6e\u304d\u63db\u3048\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u5224\u65ad\u306e\u90e8\u5206\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u3066\u62c5\u5f53\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h4 id=\"section-2-2\" class=\"Heading Title Title--s\">\u5404\u793e\u306e\u5224\u65ad\u7279\u5316\u30e2\u30c7\u30eb<\/h4>\n<p>\u4e3b\u306a\u88fd\u54c1\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u88fd\u54c1<\/th>\n<th>\u63d0\u4f9b\u5143<\/th>\n<th>\u767a\u8868\u65e5<\/th>\n<th>\u63d0\u4f9b\u5f62\u614b<\/th>\n<th>\u5165\u529b\u6599\u91d1\uff08100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a\uff09<\/th>\n<\/tr>\n<tr>\n<td>Jev<\/td>\n<td>TypeSafe AI<\/td>\n<td>9\u670815\u65e5<\/td>\n<td>\u65e9\u671f\u30a2\u30af\u30bb\u30b9<\/td>\n<td>$0.042<\/td>\n<\/tr>\n<tr>\n<td>Decisions API\uff08gpt-6-luna\uff09<\/td>\n<td>OpenAI<\/td>\n<td>9\u670829\u65e5\uff08DevDay\uff09<\/td>\n<td>Public Beta<\/td>\n<td>$0.10<\/td>\n<\/tr>\n<tr>\n<td>Microsoft-Decision-1<\/td>\n<td>Microsoft<\/td>\n<td>10\u67089\u65e5<\/td>\n<td>Microsoft Foundry\u3067\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc<\/td>\n<td>$0.042<\/td>\n<\/tr>\n<\/table>\n<p>\u3044\u305a\u308c\u3082\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u306f\u7121\u6599\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u30013\u88fd\u54c1\u306e\u3046\u3061OpenAI\u306eDecisions API\u3092\u4f7f\u3063\u3066\u3001\u3053\u306e\u3088\u3046\u306a\u5224\u65ad\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002Decisions API\u306f\u3001\u6c4e\u7528\u30e2\u30c7\u30ebGPT-6 Luna\u3092\u5224\u65ad\u7528\u306b\u547c\u3073\u51fa\u3059API\u3067\u3059\u3002<br \/>\n\u73fe\u6642\u70b9\u3067\u306f\u30d1\u30d6\u30ea\u30c3\u30af\u30d9\u30fc\u30bf\u7248\u3067\u3001\u5bfe\u5fdc\u30e2\u30c7\u30eb\u306fgpt-6-luna\u306e\u307f\u3067\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u306f\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u304c\u5fc5\u9808\u3067\u3001<span class=\"Post-inline\">model=&quot;gpt-6-luna&quot;<\/span> \u3092\u6e21\u3057\u307e\u3059\uff08<a href=\"https:\/\/developers.openai.com\/api\/reference\/python\/resources\/decisions\/methods\/create\" class=\"Ext\">OpenAI\uff1aDecisions API\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9<\/a>\uff09\u3002<br \/>\nOpenAI\u306f\u3001Responses API\u7d4c\u7531\u3067GPT-6 Luna\u3092\u547c\u3076\u5834\u5408\u3088\u308a\u7d0410\u500d\u901f\u304f\u5224\u65ad\u3067\u304d\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"section-2-3\" class=\"Heading Title Title--s\">\u5224\u5b9a\u3067\u304d\u308b\u7a2e\u985e<\/h4>\n<p>\u4f8b\u3048\u3070\u3001Decisions API\u306f\u6b21\u306e3\u7a2e\u985e\u306e\u8cea\u554f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u30021\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8907\u6570\u306e\u8cea\u554f\u3092\u542b\u3081\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u7a2e\u985e<\/th>\n<th>\u7528\u9014<\/th>\n<th>\u8fd4\u308b\u5024<\/th>\n<\/tr>\n<tr>\n<td>predicate<\/td>\n<td>\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b<\/td>\n<td>\u5f53\u3066\u306f\u307e\u308b\u78ba\u7387\uff080\u301c1\uff09<\/td>\n<\/tr>\n<tr>\n<td>choice<\/td>\n<td>\u9078\u629e\u80a2\u304b\u30891\u3064\u9078\u3076<\/td>\n<td>\u9078\u3093\u3060\u5024\u3001\u78ba\u4fe1\u5ea6\u3001\u9078\u629e\u80a2\u3054\u3068\u306e\u78ba\u7387<\/td>\n<\/tr>\n<tr>\n<td>score<\/td>\n<td>\u9806\u5e8f\u306e\u3042\u308b\u6bb5\u968e\u3067\u8a55\u4fa1\u3059\u308b<\/td>\n<td>\u78ba\u7387\u3067\u91cd\u307f\u4ed8\u3051\u3057\u305f\u30b9\u30b3\u30a2\u3001\u78ba\u4fe1\u5ea6\u3001\u6bb5\u968e\u3054\u3068\u306e\u78ba\u7387<\/td>\n<\/tr>\n<\/table>\n<p>choice\u306e\u9078\u629e\u80a2\u306f2\u301c255\u500b\u307e\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\u5404\u9078\u629e\u80a2\u306b\u8aac\u660e\u6587\u3092\u4ed8\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u9078\u629e\u80a2\u540d\u3060\u3051\u3067\u306f\u533a\u5225\u3057\u306b\u304f\u3044\u5834\u5408\u3082\u3001\u5224\u65ad\u306e\u57fa\u6e96\u3092\u4f1d\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<h4 id=\"section-2-4\" class=\"Heading Title Title--s\">\u4f7f\u7528\u5834\u9762<\/h4>\n<p>\u5224\u65ad\u7279\u5316API\u304c\u5411\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u7b54\u3048\u306e\u5019\u88dc\u3092\u4e8b\u524d\u306b\u5217\u6319\u3067\u304d\u3001\u5927\u91cf\u306b\u3001\u901f\u304f\u5224\u65ad\u3057\u305f\u3044\u51e6\u7406\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u554f\u3044\u5408\u308f\u305b\u3084\u30c1\u30b1\u30c3\u30c8\u306e\u632f\u308a\u5206\u3051\u3001\u512a\u5148\u5ea6\u4ed8\u3051<\/li>\n<li class=\"Base-list__child\">\u5165\u529b\u30fb\u51fa\u529b\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff08\u898f\u7d04\u9055\u53cd\u3001\u500b\u4eba\u60c5\u5831\u306e\u6709\u7121\u306e\u5224\u5b9a\uff09<\/li>\n<li class=\"Base-list__child\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5236\u5fa1\uff08\u6b21\u306e\u884c\u52d5\u306e\u9078\u629e\u3001\u30bf\u30b9\u30af\u306e\u5b8c\u4e86\u5224\u5b9a\u3001\u4eba\u3078\u306e\u78ba\u8a8d\u306e\u8981\u5426\uff09<\/li>\n<li class=\"Base-list__child\">\u751f\u6210AI\u306e\u56de\u7b54\u306e\u63a1\u70b9\uff08\u8a55\u4fa1\u57fa\u6e96\u306b\u6cbf\u3063\u305fscore\u306b\u3088\u308bLLM-as-a-judge\u306e\u4ee3\u66ff\uff09<\/li>\n<\/ul>\n<p>\u4e00\u65b9\u3001\u8981\u7d04\u3084\u56de\u7b54\u6587\u306e\u4f5c\u6210\u306e\u3088\u3046\u306b\u6587\u7ae0\u305d\u306e\u3082\u306e\u304c\u6210\u679c\u7269\u306b\u306a\u308b\u51e6\u7406\u3084\u3001\u7b54\u3048\u306e\u5019\u88dc\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u5224\u65ad\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\u5224\u65ad\u306e\u7406\u7531\u3092\u8a18\u9332\u3068\u3057\u3066\u6b8b\u3059\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3082\u3001\u5225\u9014\u751f\u6210\u578bLLM\u3067\u8aac\u660e\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u30c7\u30e2\uff1aDecisions API\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u632f\u308a\u5206\u3051\u308b<\/h3>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u5c4a\u3044\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u3001Decisions API\u3067\u632f\u308a\u5206\u3051\u307e\u3059\u30021\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u3001\u6b21\u306e3\u3064\u30921\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u540d\u524d<\/th>\n<th>\u7a2e\u985e<\/th>\n<th>\u5224\u5b9a\u3059\u308b\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>category<\/td>\n<td>choice<\/td>\n<td>\u62c5\u5f53\u7a93\u53e3\uff08\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u6a5f\u5668\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u305d\u306e\u4ed6\uff09<\/td>\n<\/tr>\n<tr>\n<td>urgency<\/td>\n<td>score<\/td>\n<td>\u696d\u52d9\u3078\u306e\u5f71\u97ff\uff08\u4f4e\u30fb\u4e2d\u30fb\u9ad8\uff09<\/td>\n<\/tr>\n<tr>\n<td>escalation<\/td>\n<td>predicate<\/td>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u3078\u306e\u5373\u6642\u9023\u7d61\u304c\u5fc5\u8981\u304b<\/td>\n<\/tr>\n<\/table>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/decision-model-openai-decisions-api-demo-flow.png\" alt=\"\u554f\u3044\u5408\u308f\u305b1\u4ef6\u304b\u30893\u3064\u306e\u5224\u65ad\u3092\u540c\u6642\u306b\u5f97\u308b\u30c7\u30e2\u306e\u69cb\u6210\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u3001\u7a93\u53e3\u30fb\u7dca\u6025\u5ea6\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u306e\u8981\u5426\u3092\u5224\u5b9a\u3057\u3001\u78ba\u4fe1\u5ea6\u304c\u4f4e\u3044\u3082\u306e\u3092\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u3002<\/div>\n<h4 id=\"section-3-1\" class=\"Heading Title Title--s\">\u8cea\u554f\u3092\u5b9a\u7fa9\u3059\u308b<\/h4>\n<p>3\u3064\u306e\u8cea\u554f\u3092 <span class=\"Post-inline\">questions.py<\/span> \u306b\u307e\u3068\u3081\u307e\u3059\u3002choice\u306e\u9078\u629e\u80a2\u3068score\u306e\u6bb5\u968e\u306b\u306f\u8aac\u660e\u6587\u3092\u4ed8\u3051\u3001\u5224\u65ad\u57fa\u6e96\u3092\u30e2\u30c7\u30eb\u306b\u4f1d\u3048\u307e\u3059\u3002\u3069\u306e\u7a93\u53e3\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3081\u306b\u3001<span class=\"Post-inline\">other<\/span> \u3092\u9078\u629e\u80a2\u306b\u542b\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">questions.py<\/div>\n<pre class=\"Copy\"><code>\r\nMODEL = &quot;gpt-6-luna&quot;\r\n\r\nQUESTIONS = [\r\n    {\r\n        &quot;type&quot;: &quot;choice&quot;,\r\n        &quot;name&quot;: &quot;category&quot;,\r\n        &quot;instructions&quot;: &quot;\u3053\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u62c5\u5f53\u3059\u308b\u306e\u306f\u3069\u306e\u7a93\u53e3\u3067\u3059\u304b\u3002&quot;,\r\n        &quot;choices&quot;: [\r\n            {&quot;value&quot;: &quot;account&quot;, &quot;description&quot;: &quot;\u30ed\u30b0\u30a4\u30f3\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3001\u6a29\u9650\u7533\u8acb&quot;},\r\n            {&quot;value&quot;: &quot;network&quot;, &quot;description&quot;: &quot;\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001VPN\u3001Wi-Fi&quot;},\r\n            {&quot;value&quot;: &quot;device&quot;, &quot;description&quot;: &quot;PC\u3001\u30d7\u30ea\u30f3\u30bf\u30fc\u3001\u5468\u8fba\u6a5f\u5668\u306e\u6545\u969c\u3084\u624b\u914d&quot;},\r\n            {&quot;value&quot;: &quot;software&quot;, &quot;description&quot;: &quot;\u696d\u52d9\u30a2\u30d7\u30ea\u3084SaaS\u306e\u4e0d\u5177\u5408\u3001\u5c0e\u5165&quot;},\r\n            {&quot;value&quot;: &quot;other&quot;, &quot;description&quot;: &quot;\u4e0a\u8a18\u306b\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u554f\u3044\u5408\u308f\u305b&quot;},\r\n        ],\r\n    },\r\n    {\r\n        &quot;type&quot;: &quot;score&quot;,\r\n        &quot;name&quot;: &quot;urgency&quot;,\r\n        &quot;instructions&quot;: &quot;\u554f\u3044\u5408\u308f\u305b\u8005\u306e\u696d\u52d9\u3078\u306e\u5f71\u97ff\u306f\u3069\u306e\u7a0b\u5ea6\u3067\u3059\u304b\u3002&quot;,\r\n        &quot;levels&quot;: [\r\n            {&quot;label&quot;: &quot;\u4f4e&quot;, &quot;description&quot;: &quot;\u696d\u52d9\u306f\u7d9a\u3051\u3089\u308c\u308b\u3002\u8cea\u554f\u3084\u4f9d\u983c\u306e\u307f&quot;},\r\n            {&quot;label&quot;: &quot;\u4e2d&quot;, &quot;description&quot;: &quot;\u4e00\u90e8\u306e\u4f5c\u696d\u304c\u6b62\u307e\u308b\u304c\u3001\u4ee3\u66ff\u624b\u6bb5\u304c\u3042\u308b&quot;},\r\n            {&quot;label&quot;: &quot;\u9ad8&quot;, &quot;description&quot;: &quot;\u696d\u52d9\u304c\u6b62\u307e\u3063\u3066\u3044\u3066\u3001\u4ee3\u66ff\u624b\u6bb5\u304c\u306a\u3044&quot;},\r\n        ],\r\n    },\r\n    {\r\n        &quot;type&quot;: &quot;predicate&quot;,\r\n        &quot;name&quot;: &quot;escalation&quot;,\r\n        &quot;instructions&quot;: (\r\n            &quot;\u60c5\u5831\u6f0f\u3048\u3044\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3001\u30a6\u30a4\u30eb\u30b9\u611f\u67d3\u306a\u3069\u3001&quot;\r\n            &quot;\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u3078\u306e\u5373\u6642\u9023\u7d61\u304c\u5fc5\u8981\u306a\u5185\u5bb9\u3092\u542b\u307f\u307e\u3059\u304b\u3002&quot;\r\n        ),\r\n    },\r\n]\r\n<\/code><\/pre>\n<h4 id=\"section-3-2\" class=\"Heading Title Title--s\">1\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5224\u5b9a\u3059\u308b<\/h4>\n<p><span class=\"Post-inline\">client.decisions.create()<\/span> \u306b\u3001\u30e2\u30c7\u30eb\u540d\u3001\u554f\u3044\u5408\u308f\u305b\u672c\u6587\u3001\u8cea\u554f\u3092\u6e21\u3057\u307e\u3059\u3002\u8fd4\u308a\u5024\u306f\u7a2e\u985e\u3054\u3068\u306b\u8868\u793a\u3057\u3001\u30b9\u30b3\u30a2\u30fb\u78ba\u4fe1\u5ea6\u30fb\u5404\u5019\u88dc\u306e\u78ba\u7387\u3092\u533a\u5225\u3057\u3066\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u5404\u5019\u88dc\u306e\u78ba\u7387\u306f1\u884c\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u56de\u7b54\u306f\u8cea\u554f\u3068\u540c\u3058\u9806\u5e8f\u3067 <span class=\"Post-inline\">answers<\/span> \u306b\u5165\u308a\u3001choice\u30fbscore\u30fbpredicate\u305d\u308c\u305e\u308c\u306e\u8fd4\u308a\u5024\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304c\u56de\u7b54\u3092\u62d2\u5426\u3057\u305f\u8cea\u554f\u306f <span class=\"Post-inline\">refusal<\/span> \u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">decide.py<\/div>\n<pre class=\"Copy\"><code>\r\nimport time\r\n\r\nfrom dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\nfrom questions import MODEL, QUESTIONS\r\n\r\nload_dotenv()\r\nclient = OpenAI()\r\n\r\nticket = (\r\n    &quot;\u671d\u304b\u3089VPN\u306b\u3064\u306a\u304c\u3089\u305a\u3001\u793e\u5916\u304b\u3089\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u307e\u305b\u3093\u3002&quot;\r\n    &quot;\u672c\u65e5\u4e2d\u306b\u8acb\u6c42\u30c7\u30fc\u30bf\u3092\u7de0\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u4f5c\u696d\u304c\u6b62\u307e\u3063\u3066\u3044\u307e\u3059\u3002&quot;\r\n)\r\n\r\nstart = time.perf_counter()\r\ndecision = client.decisions.create(model=MODEL, input=ticket, questions=QUESTIONS)\r\nelapsed_ms = (time.perf_counter() - start) * 1000\r\n\r\nfor answer in decision.answers:\r\n    print(f&quot;\\n[{answer.name} \/ {answer.type}]&quot;)\r\n    if answer.type == &quot;choice&quot;:\r\n        print(f&quot;  \u9078\u629e\u7d50\u679c: {answer.choice}&quot;)\r\n        print(f&quot;  \u78ba\u4fe1\u5ea6: {answer.confidence:.2f}&quot;)\r\n        probabilities = &quot;  &quot;.join(\r\n            f&quot;{p.value}={p.probability:.3f}&quot; for p in answer.probabilities\r\n        )\r\n        print(f&quot;  \u5404\u5019\u88dc\u306e\u78ba\u7387: {probabilities}&quot;)\r\n    elif answer.type == &quot;score&quot;:\r\n        levels = &quot;\u3001&quot;.join(f&quot;{p.label}={p.value}&quot; for p in answer.probabilities)\r\n        print(f&quot;  \u30b9\u30b3\u30a2: {answer.score:.2f}\uff08{levels}\uff09&quot;)\r\n        print(f&quot;  \u78ba\u4fe1\u5ea6: {answer.confidence:.2f}&quot;)\r\n        probabilities = &quot;  &quot;.join(\r\n            f&quot;{p.label}={p.probability:.3f}&quot; for p in answer.probabilities\r\n        )\r\n        print(f&quot;  \u5404\u6bb5\u968e\u306e\u78ba\u7387: {probabilities}&quot;)\r\n    elif answer.type == &quot;predicate&quot;:\r\n        print(f&quot;  \u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u78ba\u7387: {answer.probability:.3f}&quot;)\r\n    else:\r\n        print(&quot;  \u56de\u7b54\u62d2\u5426&quot;)\r\n\r\nprint(f&quot;\\n\u5fdc\u7b54\u6642\u9593: {elapsed_ms:.0f} ms&quot;)\r\nprint(f&quot;\u5165\u529b\u30c8\u30fc\u30af\u30f3: {decision.usage.input_tokens}&quot;)\r\n<\/code><\/pre>\n<p><span class=\"Post-inline\">uv run decide.py<\/span> \u3067\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/decision-model-openai-decisions-api-decide-result.png\" alt=\"decide.py\u306e\u5b9f\u884c\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">\u62c5\u5f53\u7a93\u53e3\u306fnetwork\u3001\u7dca\u6025\u5ea6\u30b9\u30b3\u30a2\u306f1.97\uff08\u9ad8\uff1d2\uff09\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u304c\u5fc5\u8981\u306a\u78ba\u7387\u306f0.010\u3068\u5224\u5b9a\u3055\u308c\u3001\u5fdc\u7b54\u6642\u9593\u306f487ms\u3060\u3063\u305f\u3002<\/div>\n<h4 id=\"section-3-3\" class=\"Heading Title Title--s\">16\u4ef6\u3067\u6b63\u89e3\u7387\u3068\u5fdc\u7b54\u6642\u9593\u3092\u6e2c\u308b<\/h4>\n<p>\u6b21\u306b\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u305f\u67b6\u7a7a\u306e\u554f\u3044\u5408\u308f\u305b16\u4ef6\u3092\u307e\u3068\u3081\u3066\u5224\u5b9a\u3057\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u306f <span class=\"Post-inline\">tickets.json<\/span> \u306b\u6b21\u306e\u5f62\u5f0f\u3067\u7528\u610f\u3057\u307e\u3057\u305f\u3002<\/p>\n<div class=\"Pre-title\">json<\/div>\n<pre class=\"Copy\"><code>\r\n[\r\n  {&quot;id&quot;: 1, &quot;text&quot;: &quot;\u30d1\u30b9\u30ef\u30fc\u30c9\u30923\u56de\u9593\u9055\u3048\u3066\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u30ed\u30c3\u30af\u3055\u308c\u307e\u3057\u305f\u3002\u89e3\u9664\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002\u4f1a\u8b70\u8cc7\u6599\u306e\u4f5c\u6210\u304c\u9032\u3081\u3089\u308c\u307e\u305b\u3093\u3002&quot;, &quot;category&quot;: &quot;account&quot;, &quot;urgency&quot;: 2, &quot;escalation&quot;: false},\r\n  {&quot;id&quot;: 5, &quot;text&quot;: &quot;\u53d6\u5f15\u5148\u3092\u540d\u4e57\u308b\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u305f\u3089\u3001PC\u306e\u753b\u9762\u306b\u898b\u6163\u308c\u306a\u3044\u8b66\u544a\u304c\u51fa\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002&quot;, &quot;category&quot;: &quot;other&quot;, &quot;urgency&quot;: 2, &quot;escalation&quot;: true},\r\n  {&quot;id&quot;: 14, &quot;text&quot;: &quot;\u793e\u5185\u306e\u5ea7\u5e2d\u8868\u306f\u3069\u3053\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u304b\u3002&quot;, &quot;category&quot;: &quot;other&quot;, &quot;urgency&quot;: 0, &quot;escalation&quot;: false}\r\n]\r\n<\/code><\/pre>\n<p><span class=\"Post-inline\">urgency<\/span> \u306f\u6bb5\u968e\u306e\u756a\u53f7\uff080\uff1a\u4f4e\u30011\uff1a\u4e2d\u30012\uff1a\u9ad8\uff09\u3067\u3059\u300216\u4ef6\u306e\u5185\u8a33\u306f\u3001\u7a93\u53e3\u3054\u3068\u306b3\u301c4\u4ef6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u3078\u306e\u9023\u7d61\u304c\u5fc5\u8981\u306a\u3082\u306e\u304c4\u4ef6\u3067\u3059\u3002<br \/>\n\u5224\u5b9a\u3067\u306f\u3001\u7dca\u6025\u5ea6\u306f\u78ba\u7387\u304c\u6700\u3082\u9ad8\u3044\u6bb5\u968e\u3092\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u306f\u78ba\u73870.5\u4ee5\u4e0a\u3092\u300c\u8981\u9023\u7d61\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\u7a93\u53e3\u3068\u7dca\u6025\u5ea6\u306e\u3069\u3061\u3089\u304b\u306e\u78ba\u4fe1\u5ea6\u304c0.6\u672a\u6e80\u306a\u3089\u300c\u8981\u78ba\u8a8d\u300d\u3068\u8868\u793a\u3057\u3001\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u60f3\u5b9a\u3067\u3059\u3002<\/p>\n<div class=\"Pre-title\">evaluate.py<\/div>\n<pre class=\"Copy\"><code>\r\nimport json\r\nimport statistics\r\nimport time\r\n\r\nfrom dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\nfrom questions import MODEL, QUESTIONS\r\n\r\nload_dotenv()\r\nclient = OpenAI()\r\n\r\nREVIEW_THRESHOLD = 0.6  # \u78ba\u4fe1\u5ea6\u304c\u3053\u308c\u672a\u6e80\u306a\u3089\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\r\n\r\ntickets = json.load(open(&quot;tickets.json&quot;, encoding=&quot;utf-8&quot;))\r\ncorrect = {&quot;category&quot;: 0, &quot;urgency&quot;: 0, &quot;escalation&quot;: 0}\r\nlatencies, input_tokens = [], 0\r\n\r\nfor t in tickets:\r\n    start = time.perf_counter()\r\n    d = client.decisions.create(model=MODEL, input=t[&quot;text&quot;], questions=QUESTIONS)\r\n    latencies.append((time.perf_counter() - start) * 1000)\r\n    input_tokens += d.usage.input_tokens\r\n\r\n    a = {ans.name: ans for ans in d.answers}\r\n    category = a[&quot;category&quot;].choice\r\n    urgency = max(a[&quot;urgency&quot;].probabilities, key=lambda p: p.probability).value\r\n    escalation = a[&quot;escalation&quot;].probability &gt;= 0.5\r\n    review = min(a[&quot;category&quot;].confidence, a[&quot;urgency&quot;].confidence) &lt; REVIEW_THRESHOLD\r\n\r\n    correct[&quot;category&quot;] += category == t[&quot;category&quot;]\r\n    correct[&quot;urgency&quot;] += urgency == t[&quot;urgency&quot;]\r\n    correct[&quot;escalation&quot;] += escalation == t[&quot;escalation&quot;]\r\n    print(f&quot;# {t[&#x27;id&#x27;]} {t[&#x27;text&#x27;]}&quot;)\r\n    print(\r\n        f&quot;{category} ({a[&#x27;category&#x27;].confidence:.2f}) &quot;\r\n        f&quot;urgency={urgency}({a[&#x27;urgency&#x27;].confidence:.2f}) &quot;\r\n        f&quot;escalation={a[&#x27;escalation&#x27;].probability:.2f} &quot;\r\n        f&quot;{&#x27;\u8981\u78ba\u8a8d&#x27; if review else &#x27;&#x27;}  {latencies[-1]:.0f} ms&quot;\r\n    )\r\n\r\nn = len(tickets)\r\nprint(f&quot;\u4ef6\u6570: {n}&quot;)\r\nfor key, value in correct.items():\r\n    print(f&quot;{key} \u6b63\u89e3\u7387: {value}\/{n}&quot;)\r\nprint(f&quot;\u5fdc\u7b54\u6642\u9593 \u4e2d\u592e\u5024: {statistics.median(latencies):.0f} ms \/ \u6700\u5927: {max(latencies):.0f} ms&quot;)\r\nprint(f&quot;\u5165\u529b\u30c8\u30fc\u30af\u30f3\u5408\u8a08: {input_tokens}&quot;)\r\n<\/code><\/pre>\n<p><span class=\"Post-inline\">uv run evaluate.py<\/span> \u3067\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3067\u3059\u3002\u5404\u554f\u3044\u5408\u308f\u305b\u306e\u756a\u53f7\u30fb\u672c\u6587\u306b\u7d9a\u3051\u3066\u3001\u5224\u5b9a\u7d50\u679c\u3068\u5fdc\u7b54\u6642\u9593\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/10\/decision-model-openai-decisions-api-evaluate-result.png\" alt=\"evaluate.py\u306e\u5b9f\u884c\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">16\u4ef6\u4e2d\u3001\u7a93\u53e3\u306f14\u4ef6\u3001\u7dca\u6025\u5ea6\u306f9\u4ef6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u306f16\u4ef6\u3067\u6b63\u89e3\u3057\u3001\u5fdc\u7b54\u6642\u9593\u306e\u4e2d\u592e\u5024\u306f212ms\u3060\u3063\u305f\u3002<\/div>\n<table class=\"Base-table\">\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u7d50\u679c<\/th>\n<\/tr>\n<tr>\n<td>\u7a93\u53e3\uff08category\uff09\u306e\u6b63\u89e3\u6570<\/td>\n<td>14\/16<\/td>\n<\/tr>\n<tr>\n<td>\u7dca\u6025\u5ea6\uff08urgency\uff09\u306e\u6b63\u89e3\u6570<\/td>\n<td>9\/16<\/td>\n<\/tr>\n<tr>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\uff08escalation\uff09\u306e\u6b63\u89e3\u6570<\/td>\n<td>16\/16<\/td>\n<\/tr>\n<tr>\n<td>\u300c\u8981\u78ba\u8a8d\u300d\u306b\u306a\u3063\u305f\u4ef6\u6570<\/td>\n<td>3\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u5fdc\u7b54\u6642\u9593\u306e\u4e2d\u592e\u5024\uff0f\u6700\u5927<\/td>\n<td>212ms\uff0f441ms<\/td>\n<\/tr>\n<tr>\n<td>\u5165\u529b\u30c8\u30fc\u30af\u30f3\u5408\u8a08<\/td>\n<td>9,122<\/td>\n<\/tr>\n<\/table>\n<p>\u7a93\u53e3\u306e\u8aa4\u5224\u5b9a\u306f2\u4ef6\u3067\u3057\u305f\u3002\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u305f\u5f8c\u306b\u8b66\u544a\u304c\u51fa\u7d9a\u3051\u308b\u554f\u3044\u5408\u308f\u305b\uff08#5\uff09\u306f\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u306eother\u306b\u5bfe\u3057\u3066device\u3068\u5224\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001\u9867\u5ba2\u540d\u7c3f\u5165\u308a\u306ePC\u3092\u96fb\u8eca\u306b\u7f6e\u304d\u5fd8\u308c\u305f\u554f\u3044\u5408\u308f\u305b\uff08#8\uff09\u306f\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u306edevice\u306b\u5bfe\u3057\u3066other\u3068\u5224\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002\u3069\u3061\u3089\u3082\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u306f\u5fc5\u8981\u3068\u5224\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u6a5f\u5668\u306e\u554f\u984c\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u554f\u984c\u304c\u91cd\u306a\u308b\u554f\u3044\u5408\u308f\u305b\u3067\u3001\u62c5\u5f53\u7a93\u53e3\u306e\u5206\u985e\u304c\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u4e00\u81f4\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\n\u7dca\u6025\u5ea6\u306f\u3001\u8aa4\u5224\u5b9a\u3057\u305f7\u4ef6\u3059\u3079\u3066\u3067\u300c\u4f4e\u300d\u304c\u9078\u3070\u308c\u307e\u3057\u305f\u3002\u4ee3\u66ff\u624b\u6bb5\u306e\u3042\u308b\u30d7\u30ea\u30f3\u30bf\u30fc\u3084Wi-Fi\u306e\u4e0d\u5177\u5408\u306b\u52a0\u3048\u3001\u4e0d\u5be9\u306a\u30ed\u30b0\u30a4\u30f3\u901a\u77e5\u3084\u7d66\u4e0e\u4e00\u89a7\u306e\u8aa4\u9001\u4fe1\u3082\u300c\u4f4e\u300d\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u8cea\u554f\u3067\u306f\u7dca\u6025\u5ea6\u3092\u300c\u696d\u52d9\u3078\u306e\u5f71\u97ff\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u91cd\u5927\u3055\u3068\u3001\u4f5c\u696d\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u57fa\u6e96\u304c\u4e00\u81f4\u3057\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u505c\u6b62\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u7dca\u6025\u6027\u3092\u5206\u3051\u3066\u8a55\u4fa1\u3057\u3001\u8cea\u554f\u306e\u8aac\u660e\u6587\u3068\u6b63\u89e3\u30e9\u30d9\u30eb\u306e\u57fa\u6e96\u3092\u305d\u308d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u300c\u8981\u78ba\u8a8d\u300d\u306b\u306a\u3063\u305f\u306e\u306f#4\u30fb#5\u30fb#9\u306e3\u4ef6\u3067\u3059\u3002\u3053\u306e\u3046\u3061#9\u306e\u30de\u30af\u30ed\u8a2d\u5b9a\u306b\u95a2\u3059\u308b\u8cea\u554f\u306f\u3001\u7a93\u53e3\u30fb\u7dca\u6025\u5ea6\u3068\u3082\u6b63\u89e3\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001\u4e0d\u5be9\u306a\u30ed\u30b0\u30a4\u30f3\u901a\u77e5\uff08#11\uff09\u306f\u7dca\u6025\u5ea6\u306e\u78ba\u4fe1\u5ea6\u304c0.91\u3067\u3082\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u4e00\u81f4\u305b\u305a\u3001\u78ba\u8a8d\u5bfe\u8c61\u306b\u306f\u5165\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u78ba\u4fe1\u5ea6\u304c\u4f4e\u3044\u3082\u306e\u3092\u4eba\u306b\u56de\u3059\u4ed5\u7d44\u307f\u306f\u4f5c\u308c\u307e\u3059\u304c\u3001\u4eca\u56de\u306e0.6\u3068\u3044\u3046\u3057\u304d\u3044\u5024\u3067\u8aa4\u5224\u5b9a\u3092\u3059\u3079\u3066\u62fe\u3048\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u73fe\u6642\u70b9\u3067\u552f\u4e00\u9078\u629e\u3067\u304d\u308bgpt-6-luna\u3067\u300116\u4ef6\u30921\u56de\u305a\u3064\u5224\u5b9a\u3057\u305f\u7d50\u679c\u3067\u3059\u3002\u5224\u65ad\u306e\u7cbe\u5ea6\u3084\u5fdc\u7b54\u901f\u5ea6\u306f\u3001\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u3001\u3053\u306e\u7d50\u679c\u3060\u3051\u3067\u5224\u65ad\u7279\u5316API\u5168\u822c\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u4eca\u5f8c\u3001\u9078\u629e\u3067\u304d\u308b\u30e2\u30c7\u30eb\u304c\u5897\u3048\u305f\u5834\u5408\u306b\u306f\u3001\u4eca\u56de\u306e\u3088\u3046\u306b\u5b9f\u969b\u306e\u30bf\u30b9\u30af\u306b\u6cbf\u3063\u305f\u6b63\u89e3\u30e9\u30d9\u30eb\u4ed8\u304d\u306e\u30c7\u30fc\u30bf\u3067\u3001\u30e2\u30c7\u30eb\u3054\u3068\u306e\u7cbe\u5ea6\u30fb\u5fdc\u7b54\u901f\u5ea6\u30fb\u6599\u91d1\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30bf\u30b9\u30af\u306e\u91cd\u8981\u5ea6\u3084\u8aa4\u5224\u5b9a\u306e\u5f71\u97ff\u3001\u8a31\u5bb9\u3067\u304d\u308b\u30b3\u30b9\u30c8\u3092\u8e0f\u307e\u3048\u3066\u30e2\u30c7\u30eb\u3092\u9078\u3073\u3001\u78ba\u4fe1\u5ea6\u306e\u3057\u304d\u3044\u5024\u3082\u8abf\u6574\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u985e\u7cbe\u5ea6\u306e\u8a55\u4fa1\u6307\u6a19\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-binary-classification-metrics.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/01\/generative-ai-binary-classification-metric-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u306e\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u6307\u6a19\u5165\u9580\uff082\u30af\u30e9\u30b9\u5206\u985e\u7de8\uff09<\/div><\/div><\/a>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h3>\n<h4 id=\"section-4-1\" class=\"Heading Title Title--s\">\u30e1\u30ea\u30c3\u30c8\uff1a\u78ba\u7387\u3067\u3057\u304d\u3044\u5024\u3092\u8a2d\u8a08\u3067\u304d\u308b<\/h4>\n<p>\u6700\u3082\u5927\u304d\u306a\u9055\u3044\u306f\u3001\u78ba\u7387\u304c\u8fd4\u308b\u3053\u3068\u3067\u3059\u3002\u751f\u6210\u578bLLM\u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u7b54\u3048\u306e\u5024\u3057\u304b\u5f97\u3089\u308c\u307e\u305b\u3093\u304c\u3001Decisions API\u3067\u306f\u9078\u629e\u80a2\u3054\u3068\u306e\u78ba\u7387\u3068\u78ba\u4fe1\u5ea6\u304c\u8fd4\u308a\u307e\u3059\u3002\u78ba\u4fe1\u5ea6\u304c\u9ad8\u3044\u3082\u306e\u306f\u81ea\u52d5\u3067\u51e6\u7406\u3057\u3001\u4f4e\u3044\u3082\u306e\u3060\u3051\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u3001\u8fd4\u3063\u3066\u304d\u305f\u5024\u3067\u305d\u306e\u307e\u307e\u7d44\u3081\u307e\u3059\u3002<br \/>\npredicate\u306e\u3057\u304d\u3044\u5024\u306f\u3001\u898b\u9003\u3057\u3068\u8aa4\u691c\u77e5\u306e\u3069\u3061\u3089\u3092\u907f\u3051\u305f\u3044\u304b\u3067\u6c7a\u3081\u307e\u3059\u3002\u30c7\u30e2\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9023\u7d61\u3067\u3042\u308c\u3070\u3001\u898b\u9003\u3057\u306e\u307b\u3046\u304c\u5f71\u97ff\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u3057\u304d\u3044\u5024\u30920.5\u3088\u308a\u4e0b\u3052\u308b\u5224\u65ad\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<br \/>\n\u7b54\u3048\u304c\u9078\u629e\u80a2\u306e\u4e2d\u306b\u9650\u3089\u308c\u308b\u305f\u3081\u3001\u751f\u6210\u3057\u305f\u6587\u5b57\u5217\u3092\u89e3\u6790\u3059\u308b\u51e6\u7406\u3084\u3001\u8868\u8a18\u3086\u308c\u3078\u306e\u5bfe\u51e6\u3082\u4e0d\u8981\u3067\u3059\u3002\u30c7\u30e2\u306e\u3088\u3046\u306b\u72ec\u7acb\u3057\u305f\u8cea\u554f\u306f1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u307e\u3068\u3081\u3089\u308c\u3001\u6599\u91d1\u306f\u5165\u529b\u306e\u9577\u3055\u3068\u4ef6\u6570\u304b\u3089\u898b\u7a4d\u3082\u308c\u307e\u3059\u3002<\/p>\n<h4 id=\"section-4-2\" class=\"Heading Title Title--s\">\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u7406\u7531\u304c\u8fd4\u3089\u305a\u3001Beta\u7248\u3068\u3057\u3066\u306e\u5236\u7d04\u304c\u3042\u308b<\/h4>\n<p>\u5224\u65ad\u306e\u7406\u7531\u306f\u8fd4\u308a\u307e\u305b\u3093\u3002\u306a\u305c\u305d\u306e\u7a93\u53e3\u3092\u9078\u3093\u3060\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u305f\u3081\u3001\u8aa4\u5224\u5b9a\u306e\u539f\u56e0\u3092\u8abf\u3079\u308b\u306b\u306f\u3001\u5165\u529b\u3084\u9078\u629e\u80a2\u306e\u8aac\u660e\u6587\u3092\u5909\u3048\u3066\u8a66\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306e\u6839\u62e0\u3092\u8a18\u9332\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u696d\u52d9\u3067\u306f\u3001\u751f\u6210\u578bLLM\u3068\u306e\u4f75\u7528\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n\u9078\u629e\u80a2\u306f\u4e8b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001\u60f3\u5b9a\u5916\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u6b62\u3081\u308b\u306b\u306f <span class=\"Post-inline\">other<\/span> \u306e\u3088\u3046\u306a\u9078\u629e\u80a2\u3068\u3001\u305d\u306e\u5f8c\u306e\u51e6\u7406\u3092\u5225\u306b\u8a2d\u8a08\u3057\u307e\u3059\u3002\u300c\u7a93\u53e3\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5834\u5408\u3060\u3051\u969c\u5bb3\u7bc4\u56f2\u3092\u5224\u5b9a\u3059\u308b\u300d\u306e\u3088\u3046\u306b\u524d\u306e\u5224\u65ad\u306b\u4f9d\u5b58\u3059\u308b\u51e6\u7406\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u5206\u3051\u3066\u9806\u306b\u547c\u3073\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>Decisions API\u306fPublic Beta\u3067\u3059\u3002\u73fe\u6642\u70b9\u3067\u4f7f\u3048\u308b\u30e2\u30c7\u30eb\u306fgpt-6-luna\u306e\u307f\u3067\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3082\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002OpenAI\u306e\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306f\u3001choice\u306e\u78ba\u7387\u304c\u6700\u3082\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u9078\u629e\u80a2\u306b\u504f\u308b\u3068\u3044\u3046\u5831\u544a\u3082\u3042\u308a\u307e\u3059\uff08<a href=\"https:\/\/community.openai.com\/t\/decisions-api-is-now-available-in-public-beta\/1403877\" class=\"Ext\">OpenAI Developer Community\uff1aDecisions API Public Beta\u306e\u544a\u77e5\u30b9\u30ec\u30c3\u30c9<\/a>\uff09\u3002\u78ba\u7387\u3092\u305d\u306e\u307e\u307e\u4fe1\u983c\u305b\u305a\u3001\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u3057\u304d\u3044\u5024\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u5224\u65ad\u7279\u5316API\u306f\u3001\u5165\u529b\u3068\u9078\u629e\u80a2\u3092\u53d7\u3051\u53d6\u308a\u3001\u9078\u629e\u80a2\u3054\u3068\u306e\u78ba\u7387\u3092\u8fd4\u3059API\u3067\u3059\u3002\u6587\u7ae0\u306f\u751f\u6210\u3057\u307e\u305b\u3093\u3002<\/li>\n<li class=\"Base-list__child\">2026\u5e749\u301c10\u6708\u306b\u3001TypeSafe AI\u306eJev\u3001OpenAI\u306eDecisions API\u3001Microsoft\u306eMicrosoft-Decision-1\u304c\u76f8\u6b21\u3044\u3067\u767b\u5834\u3057\u307e\u3057\u305f\u3002\u3044\u305a\u308c\u3082\u5165\u529b\u30c8\u30fc\u30af\u30f3\u306e\u307f\u306e\u8ab2\u91d1\u3067\u3059\u3002<\/li>\n<li class=\"Base-list__child\">Decisions API\u3067\u306f\u3001predicate\u30fbchoice\u30fbscore\u306e3\u7a2e\u985e\u306e\u8cea\u554f\u30921\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\n<li class=\"Base-list__child\">\u78ba\u7387\u3068\u78ba\u4fe1\u5ea6\u304c\u8fd4\u308b\u305f\u3081\u3001\u78ba\u4fe1\u5ea6\u306e\u4f4e\u3044\u5224\u65ad\u3060\u3051\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u7d44\u3081\u307e\u3059\u3002<\/li>\n<li class=\"Base-list__child\">\u5224\u65ad\u306e\u7406\u7531\u306f\u8fd4\u3089\u305a\u3001\u9078\u629e\u80a2\u306f\u4e8b\u524d\u306b\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Public Beta\u306e\u305f\u3081\u3001\u78ba\u7387\u306e\u6271\u3044\u306f\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3057\u3066\u304b\u3089\u4f7f\u3046\u306e\u304c\u524d\u63d0\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u5206\u985e\u3084\u632f\u308a\u5206\u3051\u3092\u751f\u6210\u578bLLM\u306b\u4efb\u305b\u3066\u3044\u308b\u7b87\u6240\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u90e8\u5206\u3092\u5224\u65ad\u7279\u5316API\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u308b\u304b\u3001\u307e\u305a\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u3067\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u69d8\u3005\u306a\u652f\u63f4\u3092\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" 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