{"id":8949,"date":"2025-10-10T20:07:07","date_gmt":"2025-10-10T20:07:07","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=8949"},"modified":"2025-10-10T20:07:07","modified_gmt":"2025-10-10T20:07:07","slug":"%e3%82%8f%e3%81%9a%e3%81%8b700%e4%b8%87%e3%83%91%e3%83%a9%e3%83%a1%e3%83%bc%e3%82%bf%e3%83%bc%e3%81%a7gemini-2-5-pro%e3%82%92%e6%89%93%e3%81%a1%e8%b2%a0%e3%81%8b%e3%81%99%e8%84%85%e5%a8%81%e3%81%ae","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/8949\/","title":{"rendered":"\u308f\u305a\u304b700\u4e07\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067Gemini 2.5 Pro\u3092\u6253\u3061\u8ca0\u304b\u3059\u8105\u5a01\u306e\u5c0f\u578bAI\u30e2\u30c7\u30eb\u300cTiny Recursion Model(TRM)\u300d\u3092Samsung\u306e\u7814\u7a76\u8005\u304c\u958b\u767a"},"content":{"rendered":"\n<\/p>\n<div id=\"article\">\n<p><!-- ad_flag: FALSE --><!-- gpublic_ASO --><\/p>\n<p><!-- 20141031_GSC_3 --><\/p>\n<div class=\"cntimage\"><!-- &larr;20140212 --><\/p>\n<p><!-- google_ad_section_start --><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/00.png\" border=\"0\" alt=\"\" class=\"lzsmall img-standard-size\"\/><\/p>\n<p class=\"preface\">\n<br \/>Samsung\u306b\u6240\u5c5e\u3059\u308bAI\u7814\u7a76\u8005\u306eAlexia Jolicoeur-Martineau\u6c0f\u304c\u5c0f\u578b\u304b\u3064\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u300c<b>Tiny Recursion Model(TRM)<\/b>\u300d\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002TRM\u306f\u518d\u5e30\u7684\u63a8\u8ad6\u3068\u547c\u3070\u308c\u308b\u624b\u6cd5\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u308f\u305a\u304b700\u4e07\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3068\u3044\u3046\u5c0f\u578b\u30e2\u30c7\u30eb\u3067\u3042\u308a\u306a\u304c\u3089Gemini 2.5 Pro\u3092\u8d85\u3048\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30b3\u30a2\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>[2510.04871] Less is More: Recursive Reasoning with Tiny Networks<\/b><br \/><b><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2510.04871\" target=\"_blank\">https:\/\/arxiv.org\/abs\/2510.04871<\/a><\/b><\/p>\n<p><b>Less is More: Recursive Reasoning with Tiny Networks<\/b><br \/><b><a target=\"_blank\" href=\"https:\/\/alexiajm.github.io\/2025\/09\/29\/tiny_recursive_models.html\" target=\"_blank\">https:\/\/alexiajm.github.io\/2025\/09\/29\/tiny_recursive_models.html<\/a><\/b><\/p>\n<p class=\"preface\">\n<br \/>TRM\u306f2025\u5e746\u6708\u306b\u767a\u8868\u3055\u308c\u305f\u300c<b><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2506.21734\" target=\"_blank\">Hierarchical Reasoning Model(HRM)<\/a><\/b>\u300d\u304b\u3089\u7740\u60f3\u3092\u5f97\u3066\u958b\u767a\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002HRM\u306f\u4eba\u9593\u306e\u8133\u306e\u69cb\u9020\u3092\u6a21\u5023\u3057\u305f\u300c\u968e\u5c64\u7684\u63a8\u8ad6\u300d\u3068\u3044\u3046\u624b\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001Jolicoeur-Martineau\u6c0f\u306f\u968e\u5c64\u7684\u63a8\u8ad6\u304b\u3089\u300c\u4eba\u9593\u306e\u8133\u306e\u751f\u7269\u5b66\u7684\u69cb\u9020\u3092\u53c2\u8003\u306b\u3057\u3059\u304e\u3066\u3044\u308b\u90e8\u5206\u300d\u3092\u53d6\u308a\u9664\u3044\u3066\u5927\u5e45\u306b\u7c21\u7d20\u5316\u3057\u305f\u300c\u518d\u5e30\u7684\u63a8\u8ad6\u300d\u3068\u3044\u3046\u624b\u6cd5\u3092\u958b\u767a\u3057\u3001\u518d\u5e30\u7684\u63a8\u8ad6\u3092\u63a1\u7528\u3057\u305f\u30e2\u30c7\u30eb\u3068\u3057\u3066TRM\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/01.png\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/01_m.png\" border=\"0\" alt=\"\" class=\"lzsmall\"\/><\/a><\/p>\n<p class=\"preface\">\n<br \/>AI\u306e\u77e5\u80fd\u3092\u6e2c\u5b9a\u3067\u304d\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af<b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20250720-agi-francois-chollet\/\" target=\"_blank\">\u300cARC-AGI-1\u300d\u3068\u300cARC-AGI-2\u300d<\/a><\/b>\u306e\u7d50\u679c\u304c\u4ee5\u4e0b\u3002TRM\u306f\u300cDeepseek R1\u300d\u300cClaude 3.7 16K\u300d\u300co3-mini-high\u300d\u300cGemini 2.5 Pro 32K\u300d\u3088\u308a\u9ad8\u3044\u30b9\u30b3\u30a2\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/02.png\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/02_m.png\" border=\"0\" alt=\"\" class=\"lzsmall\"\/><\/a><\/p>\n<p class=\"preface\">\n<br \/>\u307e\u305f\u3001TRM\u306f\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u4f4e\u3055\u3082\u7279\u5fb4\u3068\u3057\u3066\u304a\u308a\u30014\u53f0\u306eH100\u3092\u4f7f\u3063\u30662\u65e5\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u53ef\u80fd\u3068\u306e\u3053\u3068\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u30b3\u30b9\u30c8\u306f500\u30c9\u30eb(\u7d047\u4e076000\u5186)\u672a\u6e80\u3060\u305d\u3046\u3067\u3059\u3002<\/p>\n<p class=\"preface\">\n<br \/>TRM\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u305f\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u5148\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>GitHub &#8211; SamsungSAILMontreal\/TinyRecursiveModels<\/b><br \/><b><a target=\"_blank\" href=\"https:\/\/github.com\/SamsungSAILMontreal\/TinyRecursiveModels\" target=\"_blank\">https:\/\/github.com\/SamsungSAILMontreal\/TinyRecursiveModels<\/a><\/b><\/p>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/SamsungSAILMontreal\/TinyRecursiveModels\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/10\/10\/tiny-recursion-model-trm\/03.png\" border=\"0\" alt=\"\" class=\"lzsmall\"\/><\/a><\/p>\n<p class=\"preface\">\n<br \/>Jolicoeur-Martineau\u6c0f\u306f\u300c\u300e\u96e3\u3057\u3044\u30bf\u30b9\u30af\u3067\u6210\u529f\u3092\u304a\u3055\u3081\u308b\u306b\u306f\u3001\u5927\u4f01\u696d\u304c\u4f55\u767e\u4e07\u30c9\u30eb(\u4f55\u5104\u5186)\u3092\u304b\u3051\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u306b\u983c\u308b\u5fc5\u8981\u304c\u3042\u308b\u300f\u3068\u3044\u3046\u8003\u3048\u65b9\u306f\u7f60\u3067\u3059\u3002\u73fe\u6642\u70b9\u3067\u306f\u3001LLM\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u304c\u7f6e\u304b\u308c\u3059\u304e\u3066\u3044\u3066\u3001(LLM\u305d\u306e\u3082\u306e\u306e)\u65b0\u305f\u306a\u65b9\u5411\u6027\u3092\u8003\u5bdf\u3059\u308b\u3053\u3068\u304c\u304a\u3056\u306a\u308a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u300d\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><!-- google_ad_section_end --><\/p>\n<div style=\"text-align: center; margin: 10px auto 0px;\">\n<p>\u3053\u306e\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u3068URL\u3092\u30b3\u30d4\u30fc\u3059\u308b<\/p>\n<\/div>\n<\/div>\n<p><!-- &larr;20140212 --><\/p>\n<p><!-- gpublic_ASO --><\/p>\n<p class=\"article\"><b>\u30fb\u95a2\u9023\u8a18\u4e8b<\/b><br \/><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20251006-sinq-sinkhorn-normalized-quantization-huawei\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; ga('send', 'event', 'kanren', '20251010-tiny-recursion-model-trm', '20251006-sinq-sinkhorn-normalized-quantization-huawei')\" target=\"_blank\" data-cf-modified-1862dc775a09c5a0b7c900a4-=\"\">AI\u30e2\u30c7\u30eb\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u309260\uff5e70\uff05\u3082\u524a\u6e1b\u3057\u5b89\u4fa1\u3067\u4f4e\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3082\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u91cf\u5b50\u5316\u624b\u6cd5\u300cSINQ\u300d\u3092Huawei\u304c\u767a\u8868 &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20251010-llm-data-poisoning-250-documents\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; ga('send', 'event', 'kanren', '20251010-tiny-recursion-model-trm', '20251010-llm-data-poisoning-250-documents')\" target=\"_blank\" data-cf-modified-1862dc775a09c5a0b7c900a4-=\"\">AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u6c5a\u67d3\u3057\u3066\u610f\u56f3\u3057\u306a\u3044\u52d5\u4f5c\u3092\u5f15\u304d\u8d77\u3053\u3055\u305b\u308b\u30c7\u30fc\u30bf\u30dd\u30a4\u30ba\u30cb\u30f3\u30b0\u653b\u6483\u306f\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3084\u30c7\u30fc\u30bf\u91cf\u3068\u7121\u95a2\u4fc2\u306b250\u4ef6\u307b\u3069\u306e\u60aa\u610f\u3042\u308b\u6587\u66f8\u304c\u3042\u308c\u3070\u5b9f\u884c\u53ef\u80fd &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20251010-llms-seahorse-emoji\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; ga('send', 'event', 'kanren', '20251010-tiny-recursion-model-trm', '20251010-llms-seahorse-emoji')\" target=\"_blank\" data-cf-modified-1862dc775a09c5a0b7c900a4-=\"\">\u5b58\u5728\u3057\u306a\u3044\u300c\u30bf\u30c4\u30ce\u30aa\u30c8\u30b7\u30b4\u306e\u7d75\u6587\u5b57\u300d\u3092\u306a\u305c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u300c\u3042\u308b\u300d\u3068\u8a00\u3044\u5f35\u308b\u306e\u304b\uff1f &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20251007-ai-table-format\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; ga('send', 'event', 'kanren', '20251010-tiny-recursion-model-trm', '20251007-ai-table-format')\" target=\"_blank\" data-cf-modified-1862dc775a09c5a0b7c900a4-=\"\">AI\u306b\u8868\u306e\u51e6\u7406\u3092\u4f9d\u983c\u3059\u308b\u969b\u306b\u6700\u3082\u9069\u5207\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u300cCSV\u300d\u300cMarkdown\u300d\u300cJSON\u300d\u300c\u81ea\u7136\u8a00\u8a9e\u300d\u4e00\u4f53\u3069\u308c\u306a\u306e\u304b\uff1f &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20251006-ai-energy\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; ga('send', 'event', 'kanren', '20251010-tiny-recursion-model-trm', '20251006-ai-energy')\" target=\"_blank\" data-cf-modified-1862dc775a09c5a0b7c900a4-=\"\">AI\u306f\u3069\u308c\u3050\u3089\u3044\u96fb\u529b\u3092\u4f7f\u7528\u3057\u3069\u308c\u3060\u3051\u30a4\u30f3\u30d5\u30e9\u306b\u8ca0\u8377\u3092\u304b\u3051\u308b\u306e\u304b\u3001\u539f\u5b50\u529b\u767a\u96fb\u6240\u3092\u4f55\u500b\u5897\u8a2d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><!-- gpublic_ASO --><\/p>\n<nav\/>\n<p><!-- end_.items --><\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/gigazine.net\/news\/20251010-tiny-recursion-model-trm\/\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"Samsung\u306b\u6240\u5c5e\u3059\u308bAI\u7814\u7a76\u8005\u306eAlexia Jolicoeur-Martineau\u6c0f\u304c\u5c0f\u578b\u304b\u3064\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u300cTiny Recursion Model(TRM)\u300d\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002TRM\u306f\u518d\u5e30\u7684\u63a8\u8ad6\u3068\u547c\u3070\u308c\u308b\u624b\u6cd5 [&hellip;]","protected":false},"author":1,"featured_media":8950,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-8949","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hatena-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u308f\u305a\u304b700\u4e07\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067Gemini 2.5 Pro\u3092\u6253\u3061\u8ca0\u304b\u3059\u8105\u5a01\u306e\u5c0f\u578bAI\u30e2\u30c7\u30eb\u300cTiny Recursion Model(TRM)\u300d\u3092Samsung\u306e\u7814\u7a76\u8005\u304c\u958b\u767a - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/gigazine.net\/news\/20251010-tiny-recursion-model-trm\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u308f\u305a\u304b700\u4e07\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067Gemini 2.5 Pro\u3092\u6253\u3061\u8ca0\u304b\u3059\u8105\u5a01\u306e\u5c0f\u578bAI\u30e2\u30c7\u30eb\u300cTiny Recursion Model(TRM)\u300d\u3092Samsung\u306e\u7814\u7a76\u8005\u304c\u958b\u767a - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"Samsung\u306b\u6240\u5c5e\u3059\u308bAI\u7814\u7a76\u8005\u306eAlexia Jolicoeur-Martineau\u6c0f\u304c\u5c0f\u578b\u304b\u3064\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u300cTiny Recursion 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