{"id":22423,"date":"2025-11-05T19:22:29","date_gmt":"2025-11-05T19:22:29","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=22423"},"modified":"2025-11-05T19:22:29","modified_gmt":"2025-11-05T19:22:29","slug":"%e3%80%8cai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%82%ad%e3%83%a3%e3%83%83%e3%83%81%e3%82%a2%e3%83%83%e3%83%97-55-agent-lightning%e3%80%8d%e3%82%92%e9%96%8b%e5%82%ac%e3%81%97","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/22423\/","title":{"rendered":"\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #55 &#8211; Agent Lightning\u300d\u3092\u958b\u50ac\u3057\u307e\u3057\u305f"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u30b8\u30a7\u30cd\u30e9\u30c6\u30a3\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c4\u306e\u5927\u5d8b\u3067\u3059\u3002<\/p>\n<p>\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #55 &#8211; Agent Lightning\u300d\u3068\u3044\u3046\u52c9\u5f37\u4f1a\u3092\u958b\u50ac\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgenerative-agents.connpass.com%2Fevent%2F374449%2F\" title=\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #55 - Agent Lightning (2025\/11\/05 12:00\u301c)\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/generative-agents.connpass.com\/event\/374449\/\">generative-agents.connpass.com<\/a><\/cite><\/p>\n<p>\u30a2\u30fc\u30ab\u30a4\u30d6\u52d5\u753b\u306f\u3053\u3061\u3089\u3067\u3059\u3002<\/p>\n<p><iframe loading=\"lazy\" title=\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #55 - Agent Lightning\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/WucvgqXyF7g?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/www.youtube.com\/live\/WucvgqXyF7g\">www.youtube.com<\/a><\/cite><\/p>\n<h2 id=\"Agent-Lightning\">Agent Lightning<\/h2>\n<p>\u4eca\u56de\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u80b2\u6210\u3059\u308b\u300cAgent Lightning\u300d\u3092\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>Agent Lightning\u306eGitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u306f\u3053\u3061\u3089\u3067\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fagent-lightning\" title=\"GitHub - microsoft\/agent-lightning: The absolute trainer to light up AI agents.\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/agent-lightning\">github.com<\/a><\/cite><\/p>\n<h2 id=\"\u4eca\u56de\u306e\u30dd\u30a4\u30f3\u30c8\">\u4eca\u56de\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<h3 id=\"Agent-Lightning\u3068\u306f\">Agent Lightning\u3068\u306f<\/h3>\n<p>Agent Lightning\u306f\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u304c\u958b\u767a\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6700\u9069\u5316\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n<p>\u300cBuild with ANY agent framework\u300d\u3064\u307e\u308a\u300c\u4efb\u610f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u4f5c\u6210\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6700\u9069\u5316\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u30b3\u30f3\u30bb\u30d7\u30c8\u3067\u4f5c\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>2025\u5e746\u6708\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30da\u30fc\u30b8\u304c\u516c\u958b\u3055\u308c\u3001\u540c\u5e748\u6708\u306b\u8ad6\u6587\u304c\u767a\u8868\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Farxiv.org%2Fabs%2F2508.03680\" title=\"Agent Lightning: Train ANY AI Agents with Reinforcement Learning\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2508.03680\">arxiv.org<\/a><\/cite><\/p>\n<h3 id=\"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6700\u9069\u5316\u306e\u4ed5\u7d44\u307f\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6700\u9069\u5316\u306e\u4ed5\u7d44\u307f<\/h3>\n<p>Agent Lightning\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6700\u9069\u5316\u306e\u305f\u3081\u306b\u300cAPO\u300d\u3068\u300cVERL\u300d\u3068\u3044\u30462\u3064\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"APO\">APO<\/h4>\n<p>\u300cAPO\u300d\u306f\u3001\u300cAutomatic Prompt Optimization\u300d\u306e\u7565\u3067\u3001\u305d\u306e\u540d\u306e\u901a\u308a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u81ea\u52d5\u3067\u6700\u9069\u5316\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/p>\n<p>APO\u306f\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7e70\u308a\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\uff09\u3092\u3082\u3068\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3059<\/li>\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\u306e\u4e00\u9023\u306e\u52d5\u4f5c\u3068\u5831\u916c\u3092\u5206\u6790\u3057\u3066\u3001\u3088\u308a\u826f\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b<\/li>\n<\/ol>\n<h4 id=\"\u305d\u306e\u4ed6\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\">\u305d\u306e\u4ed6\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h4>\n<p>Agent Lightning\u3067\u306f\u3001APO\u4ee5\u5916\u306b\u3082\u3001VERL\u3068\u3044\u3046\u5f37\u5316\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u81ea\u8eab\u3067\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"Agent-Lightning\u306eexample\u3092\u52d5\u304b\u3057\u3066\u307f\u305f\">Agent Lightning\u306eexample\u3092\u52d5\u304b\u3057\u3066\u307f\u305f<\/h3>\n<p>Agent Lightning\u306eexample\u3092\u52d5\u304b\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fmicrosoft.github.io%2Fagent-lightning%2Fstable%2Fhow-to%2Ftrain-first-agent%2F\" title=\"Train the First Agent - Agent-lightning\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/microsoft.github.io\/agent-lightning\/stable\/how-to\/train-first-agent\/\">microsoft.github.io<\/a><\/cite><\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fagent-lightning%2Fblob%2Fmain%2Fexamples%2Fapo%2FREADME.md\" title=\"agent-lightning\/examples\/apo\/README.md at main \u00b7 microsoft\/agent-lightning\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/agent-lightning\/blob\/main\/examples\/apo\/README.md\">github.com<\/a><\/cite><\/p>\n<p>\u30b3\u30fc\u30c9\u3092\u914d\u7f6e\u3057\u3066\u5b9f\u884c\u3059\u308b\u3068\u3001APO\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/generative-agents\/20251105\/20251105181331.png\" width=\"800\" height=\"450\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u5b9f\u884c\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u30c8\u30ec\u30fc\u30b9\u304c\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<br \/>\n\u30d7\u30ed\u30f3\u30d7\u30c8\u306fPOML\u3068\u3044\u3046\u5f62\u5f0f\u3067\u4fdd\u5b58\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fpoml\" title=\"GitHub - microsoft\/poml: Prompt Orchestration Markup Language\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/poml\">github.com<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/generative-agents\/20251105\/20251105181327.png\" width=\"800\" height=\"450\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u6700\u9069\u5316\u306e\u69d8\u5b50\u3092\u53ef\u8996\u5316\u3057\u305f\u308a\u3059\u308b\u65b9\u6cd5\u307e\u3067\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001Agent Lightning\u3092\u52d5\u304b\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u6b21\u56de\u306e\u3054\u6848\u5185\">\u6b21\u56de\u306e\u3054\u6848\u5185<\/h2>\n<p>\u4ee5\u4e0a\u3001\u4eca\u56de\u306f\u300cAgent Lightning\u300d\u3092\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u6b21\u56de\u306f\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #56 &#8211; LangWatch\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u6a5f\u80fd\u3082\u6301\u3064LLM Ops\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cLangWatch\u300d\u304c\u30c6\u30fc\u30de\u3067\u3059\uff01<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgenerative-agents.connpass.com%2Fevent%2F374901%2F\" title=\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7 #56 - LangWatch (2025\/11\/11 12:00\u301c)\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/generative-agents.connpass.com\/event\/374901\/\">generative-agents.connpass.com<\/a><\/cite><\/p>\n<p>\u3054\u8208\u5473\u30fb\u304a\u6642\u9593\u3042\u308b\u65b9\u306f\u305c\u3072\u3054\u53c2\u52a0\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>\u307e\u305f\u3001\u305d\u306e\u6b21\u306e\u56de\u4ee5\u964d\u306e\u30c6\u30fc\u30de\u3082\u52df\u96c6\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u6c17\u306b\u306a\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eOSS\u306a\u3069\u3042\u308c\u3070\u6559\u3048\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); 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