{"id":14069,"date":"2026-04-16T03:02:41","date_gmt":"2026-04-15T18:02:41","guid":{"rendered":"https:\/\/jore2.com\/ai-13561-inside-vakra-reasoning-tool-use-and-failure-modes-of-agents\/"},"modified":"2026-04-16T03:02:41","modified_gmt":"2026-04-15T18:02:41","slug":"ai-13561-inside-vakra-reasoning-tool-use-and-failure-modes-of-agents","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=14069","title":{"rendered":"\uc65c AI \uc5d0\uc774\uc804\ud2b8\uc758 ‘\uc2e4\ud328 \uc6d0\uc778’ \ubd84\uc11d\uc774 \uc9c0\uae08 \ub728\uac81\ub098"},"content":{"rendered":"
\n

\uae40\ub3c4\uc724<\/strong><\/p>\n<\/div>\n

\ucd5c\uadfc AI \uc5d0\uc774\uc804\ud2b8 \uae30\uc220\uc774 \uae09\uaca9\ud788 \ubc1c\uc804\ud558\uba74\uc11c \uc5c5\uacc4\uc758 \uad00\uc2ec\uc0ac\uac00 \ub2e8\uc21c\ud55c \uc815\ub2f5\ub960\uc5d0\uc11c \uc2e4\uc81c \uc5c5\ubb34 \uc218\ud589 \ub2a5\ub825\uc73c\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 IBM \ub9ac\uc11c\uce58\uac00 Hugging Face \ube14\ub85c\uadf8\ub97c \ud1b5\ud574 \uacf5\uac1c\ud55c VAKRA \ubca4\uce58\ub9c8\ud06c\ub294 \uae30\uc874 \ud3c9\uac00 \ubc29\uc2dd\uc758 \ud55c\uacc4\ub97c \uba85\ud655\ud788 \uc9c0\uc801\ud558\uba70 \ud070 \ud654\uc81c\ub97c \ubaa8\uc73c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\uac70\uc758 \ubca4\uce58\ub9c8\ud06c\uac00 \uace0\ub9bd\ub41c \uae30\uc220\ub9cc \ud14c\uc2a4\ud2b8\ud588\ub2e4\uba74, VAKRA \ub294 \uae30\uc5c5 \ud658\uacbd\ucc98\ub7fc \ubcf5\uc7a1\ud55c API \uc640 \ubb38\uc11c\uac00 \uc5bd\ud78c \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uac00 \uc5b4\ub5bb\uac8c \ucd94\ub860\ud558\uace0 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\ub294\uc9c0 \uc885\ud569\uc801\uc73c\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/p>\n

\uc774 \ubca4\uce58\ub9c8\ud06c\uac00 \uc8fc\ubaa9\ubc1b\ub294 \ud575\uc2ec \uc774\uc720\ub294 62 \uac1c \ub3c4\uba54\uc778\uc5d0 \uac78\uce5c 8,000 \uac1c \uc774\uc0c1\uc758 \ub85c\uceec \ud638\uc2a4\ud305 API \uc640 \uc2e4\uc81c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uae30\ubc18\uc73c\ub85c \ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8\ub294 \uc790\uc5f0\uc5b4 \uba85\ub839\uc5d0 \ub530\ub77c \uad6c\uc870\ud654\ub41c API \ud638\ucd9c\uacfc \ube44\uc815\ud615 \ubb38\uc11c \uac80\uc0c9\uc744 \uc624\uac00\uba70 3 \ub2e8\uacc4\uc5d0\uc11c 7 \ub2e8\uacc4\uc5d0 \uc774\ub974\ub294 \ubcf5\uc7a1\ud55c \ucd94\ub860 \uccb4\uc778\uc744 \uc644\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\ub4e4\uc774 \uc608\uc0c1\ubcf4\ub2e4 \ub0ae\uc740 \uc131\ub2a5\uc744 \ubcf4\uc778\ub2e4\ub294 \uc0ac\uc2e4\uc740 \ud604\uc7ac AI \uc5d0\uc774\uc804\ud2b8\uac00 \uc2e4\uc81c \uc5c5\ubb34\uc5d0 \ud22c\uc785\ub418\uae30 \uc704\ud574 \ub118\uc5b4\uc57c \ud560 \uc7a5\ubcbd\uc774 \uc5b4\ub514\uc778\uc9c0 \uad6c\uccb4\uc801\uc73c\ub85c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

\ud2b9\ud788 SLOT-BIRD \uc640 SEL-BIRD \uceec\ub809\uc158\uc744 \ud655\uc7a5\ud558\uc5ec 12 \ub2e8\uacc4\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \ub3c4\uad6c \ud638\ucd9c \uccb4\uc778\uc744 \ud14c\uc2a4\ud2b8\ud558\ub294 \ubc29\uc2dd\uc740 \uae30\uc874 \uc5f0\uad6c\uc640 \ucc28\ubcc4\ud654\ub429\ub2c8\ub2e4. \uac01 \ub3c4\uba54\uc778\ubcc4\ub85c \uc81c\ud55c\ub41c \ub3c4\uad6c \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uba74\uc11c\ub3c4 \ub2e4\uc591\ud55c \uc870\ud569\uc744 \uc694\uad6c\ud558\ub294 \uad6c\uc870\ub294 \uc5d0\uc774\uc804\ud2b8\uc758 \uc720\uc5f0\ud55c \uc0ac\uace0\ub825\uc744 \uac80\uc99d\ud569\ub2c8\ub2e4. \ubd84\uc11d \uacb0\uacfc, \uc5d0\uc774\uc804\ud2b8\ub4e4\uc774 \ud2b9\uc815 \ub2e8\uacc4\uc5d0\uc11c \uc2e4\ud328\ud558\ub294 \ud328\ud134\uc774 \uba85\ud655\ud558\uac8c \ub4dc\ub7ec\ub0ac\uc73c\uba70, \uc774\ub294 \ub2e8\uc21c\ud55c \uc9c0\uc2dd \ubd80\uc871\uc774 \uc544\ub2c8\ub77c \ub3c4\uad6c \uc0ac\uc6a9 \uc804\ub7b5\uc774\ub098 \ucd94\ub860 \uacfc\uc815\uc758 \uacb0\ud568\uc5d0\uc11c \ube44\ub86f\ub428\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n

\uc55e\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c\uc790\ub4e4\uc740 VAKRA \uac00 \uc81c\uc2dc\ud558\ub294 \uc2e4\ud328 \ubaa8\ub4dc \ubd84\uc11d\uc744 \ud1b5\ud574 \uc790\uc2e0\uc758 \ubaa8\ub378\uc774 \uc5b4\ub514\uc11c \uc57d\uc810\uc744 \ubcf4\uc774\ub294\uc9c0 \uc9c4\ub2e8\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. 54 \uac1c \ub3c4\uba54\uc778\uc5d0\uc11c \uc218\ud589\ub41c 2,077 \uac1c\uc758 \ud14c\uc2a4\ud2b8 \uc0ac\ub840\ub294 \ud5a5\ud6c4 \uc5d0\uc774\uc804\ud2b8 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud55c \uad6c\uccb4\uc801\uc778 \ub85c\ub4dc\ub9f5\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\uc81c \uc6b0\ub9ac\ub294 \uc5d0\uc774\uc804\ud2b8\uac00 \ub2e8\uc21c\ud788 \uc815\ub2f5\uc744 \ub9de\ucd94\ub294\uc9c0 \uc5ec\ubd80\ub97c \ub118\uc5b4, \uc2e4\uc81c \ubcf5\uc7a1\ud55c \uc5c5\ubb34 \ud750\ub984 \uc18d\uc5d0\uc11c \uc5bc\ub9c8\ub098 \uacac\uace0\ud558\uac8c \uc791\ub3d9\ud558\ub294\uc9c0\ub97c \ub530\uc838\ubd10\uc57c \ud560 \uc2dc\uc810\uc5d0 \ub3c4\ub2ec\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

\ub2e8\uc21c \uc131\ub2a5 \uc810\uc218\ub97c \ub118\uc5b4 \uc2e4\uc81c \uc5c5\ubb34 \ud658\uacbd\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uac00 \uc5b4\ub514\uc11c \ub9c9\ud788\ub294\uc9c0 \ud30c\uc545\ud558\ub294 VAKRA \ubca4\uce58\ub9c8\ud06c\uac00 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":7,"featured_media":14068,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[7,9152,9151,9153,9154],"class_list":["post-14069","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-ibm","tag-vakra","tag-9153","tag-9154"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs.png",1536,1024,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-300x200.png",300,200,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-768x512.png",640,427,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-1024x683.png",640,427,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs.png",1536,1024,false],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs.png",1536,1024,false],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/ahesslhg7bqqr-2b8a6cs-590x410.png",590,410,true]},"author_info":{"info":["\uae40\ub3c4\uc724"]},"category_info":"AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/14069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14069"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/14069\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/14068"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}