{"id":152523,"date":"2025-12-24T11:12:06","date_gmt":"2025-12-24T09:12:08","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai"},"modified":"2025-12-24T11:12:06","modified_gmt":"2025-12-24T09:12:08","slug":"sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/news\/sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai","title":{"rendered":"V\u00f5rdlus inimeste ja AI kirjutatud koodide vigade arvu vahel.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>CodeRabbit'i uurijad anal\u00fc\u00fcsisid 470 pull-soovitus (350 \u2014 AI loodud, 150 \u2014 k\u00e4sitsi kirjutatud) avatud projektides GitHubis ja j\u00f5udsid j\u00e4reldusele, et AI-assistentide genereeritud muudatustes on 1,7 korda rohkem m\u00e4rkimisv\u00e4\u00e4rseid vigu ja 1,4 korda rohkem kriitilisi probleeme kui k\u00e4sitsi kirjutatud koodis. Keskmiselt sisaldas AI kaudu genereeritud pull-soovitustes 10,83 probleemi, samas kui k\u00e4sitsi loodud muudatustes oli see n\u00e4itaja 6,45.    <\/p>\n<p>Erinevate probleemikategooriate \u00fclevaatamisel oli AI loodud koodis 1,75 korda rohkem loogilisi vigu, 1,64 korda rohkem koodikvaliteedi ja hooldatavuse probleeme, 1,56 korda rohkem turvaprobleeme ja 1,41 korda rohkem j\u00f5udluse probleeme. Samuti m\u00e4rgitakse, et AI genereeritud koodis on 1,88 korda suurem t\u00f5en\u00e4osus vale parooli t\u00f6\u00f6tlemiseks, 1,91 korda \u2014 ohtlikuks juurdep\u00e4\u00e4suks objektidele, 2,74 korda \u2014 ristsaitide skriptimiseks (XSS) ja 1,82 korda \u2014 ohtlikuks andmete deserialiseerimiseks. Samal ajal on inimeste kirjutatud koodis 1,76 korda rohkem ortograafilisi vigu ja 1,32 korda rohkem testimisega seotud vigu.      <center><img decoding=\"async\" alt=\"V\u00f5rdlus inimeste ja AI kirjutatud koodide vigade arvu vahel.\" src=\"\/wp-content\/uploads\/2025\/12\/1fc6462f76e6909a519da65a5211e735.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <center><img decoding=\"async\" alt=\"V\u00f5rdlus inimeste ja AI kirjutatud koodide vigade arvu vahel.\" src=\"\/wp-content\/uploads\/2025\/12\/983565eaa428ce5b958cb0c256025bf6.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>  <center><img decoding=\"async\" alt=\"V\u00f5rdlus inimeste ja AI kirjutatud koodide vigade arvu vahel.\" src=\"\/wp-content\/uploads\/2025\/12\/d8fabdc7182cd846c1cfbc894bb86269.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>M\u00f5ned teised uuringud:  <\/p>\n<ul>\n<li class=\"l\">  Cortexi l\u00e4bi viidud novembrikuu uuringus m\u00e4rgitakse, et v\u00f5rreldes eelmise aastaga on AI kasutamise t\u00f5ttu \u00fche arendaja poolt loodud pulli taotluste arv keskmiselt suurenenud 20%, kuid pulli taotlustes esinevate probleemide arv on suurenenud 23,5%, samas kui muudatuste taastumise m\u00e4\u00e4r on suurenenud umbes 30%.\n<li class=\"l\"> Neapoli \u00dclikooli augustikuu uuringus j\u00f5uti j\u00e4reldusele, et AI kaudu genereeritud kood on \u00fcldiselt lihtsam ja \u00fchtlasem, kuid sisaldab rohkem kasutamata konstruktsioone ja sisse ehitatud silumis\u00fclesandeid, samas kui k\u00e4sitsi kirjutatud kood on struktuuriliselt keerukam ja sisaldab rohkem hooldatavuse probleeme.\n<li class=\"l\"> METRi r\u00fchma juulikuu katse n\u00e4itas, et AI-assistendid ei kiirenda, vaid aeglustavad \u00fclesannete lahendamist, kuigi subjektiivselt arvasid osalejad, et AI kiirendas nende t\u00f6\u00f6d.\n<li class=\"l\"> Monashi \u00fclikooli jaanuarikuu uuringus m\u00e4rgitakse, et GPT-4 genereerib keerukamat koodi, mis vajab edasiseks hoolduseks kohandamist, kuid suudab paremini l\u00e4bida teste.  <\/ul>\n<p>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=64485\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 CodeRabbit \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 470 pull-\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 (350 &#8212; \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0435 AI, 150 &#8212; \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0435 \u0432\u0440\u0443\u0447\u043d\u0443\u044e) \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445 \u043d\u0430 GitHub \u0438 \u043f\u0440\u0438\u0448\u043b\u0438 \u043a \u0432\u044b\u0432\u043e\u0434\u0443, \u0447\u0442\u043e \u0432 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445, \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u0430\u043c\u0438, \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0432 1.7 \u0440\u0430\u0437\u0430 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0435\u0444\u0435\u043a\u0442\u043e\u0432 \u0438 \u0432 1.4 \u0440\u0430\u0437\u0430 \u0431\u043e\u043b\u044c\u0448\u0435 \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u0447\u0435\u043c \u0432\u043e \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u043e\u043c \u043a\u043e\u0434\u0435. \u0412 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0432 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0447\u0435\u0440\u0435\u0437 AI pull-\u0437\u0430\u043f\u0440\u043e\u0441\u0430\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":152524,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-152523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - 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