{"id":7716,"date":"2025-11-06T06:15:00","date_gmt":"2025-11-05T21:15:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7716"},"modified":"2025-11-02T13:17:09","modified_gmt":"2025-11-02T04:17:09","slug":"social-simulations-with-large-language-model-risk-utopian-illusion","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7716","title":{"rendered":"Social Simulations with Large Language Model Risk Utopian Illusion\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Social Simulations with Large Language Model Risk Utopian Illusion\u00a0<\/strong>[61.4]<br>\u793e\u4f1a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u884c\u52d5\u5206\u6790\u306e\u305f\u3081\u306e\u4f53\u7cfb\u7684\u67a0\u7d44\u307f\u3092\u63d0\u6848\u3059\u308b\u3002 \u672c\u624b\u6cd5\u306f,\u30c1\u30e3\u30c3\u30c8\u30eb\u30fc\u30e0\u578b\u4f1a\u8a71\u3092\u901a\u3057\u3066\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057,5\u3064\u306e\u8a00\u8a9e\u7684\u5074\u9762\u306b\u308f\u305f\u3063\u3066\u89e3\u6790\u3059\u308b\u3002 \u4ee5\u4e0a\u306e\u7d50\u679c\u304b\u3089,LSM\u306f\u771f\u306e\u4eba\u9593\u306e\u884c\u52d5\u3092\u5fe0\u5b9f\u306b\u518d\u73fe\u3059\u308b\u306e\u3067\u306f\u306a\u304f,\u904e\u5ea6\u306b\u7406\u60f3\u5316\u3055\u308c\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u3068\u306a\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.21180v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.21180v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 24 Oct 2025 06:08:41 GMT)<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u3068\u3053\u308d\u3067\u8a66\u3055\u308c\u3066\u3044\u308bLLM\u3092\u7528\u3044\u305f\u793e\u4f1a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u5831\u544a\u3001\u300cOur findings reveal that LLMs do not faithfully reproduce genuine human behavior but instead reflect overly idealized versions of it, shaped by the social desirabil- ity bias. In particular, LLMs show social role bias, primacy effect, and positivity bias, resulting in \u201cUtopian\u201d societies that lack the complexity and variability of real human interactions.\u300d\u3068\u5426\u5b9a\u7684\u898b\u89e3\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[621,622],"class_list":["post-7716","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-621","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7716","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=7716"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7716\/revisions"}],"predecessor-version":[{"id":7717,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7716\/revisions\/7717"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}