{"id":8137,"date":"2026-02-06T03:21:00","date_gmt":"2026-02-05T18:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8137"},"modified":"2026-01-31T22:20:01","modified_gmt":"2026-01-31T13:20:01","slug":"locate-steer-and-improve-a-practical-survey-of-actionable-mechanistic-interpretability-in-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8137","title":{"rendered":"Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models&nbsp;<\/strong>[122.6]<br>\u6a5f\u68b0\u7684\u89e3\u91c8\u53ef\u80fd\u6027 (MI) \u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306e\u610f\u601d\u6c7a\u5b9a\u3092\u6c7a\u5b9a\u3065\u3051\u308b\u91cd\u8981\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u767b\u5834\u3057\u305f\u3002 Awesomeinterventionable-MI-Survey&#8221; \u3068\u3044\u3046\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4e2d\u5fc3\u306b\u69cb\u7bc9\u3055\u308c\u305f\u5b9f\u8df5\u7684\u8abf\u67fb\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.14004v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.14004v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 20 Jan 2026 14:23:23 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u201cLocate, Steer, and Improve.\u201d\u3068\u3044\u3046\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u3068\u3089\u3048\u3066\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/rattlesnakey\/Awesome-Actionable-MI-Survey\">GitHub &#8211; rattlesnakey\/Awesome-Actionable-MI-Survey: The Github repo for our survey paper: &#8220;Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models&#8221;<\/a><\/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":[42,387,452],"class_list":["post-8137","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-survey","tag-xai"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8137","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=8137"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8137\/revisions"}],"predecessor-version":[{"id":8162,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8137\/revisions\/8162"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8137"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8137"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}