{"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\/novosti-interneta\/sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai","title":{"rendered":"Vigade arvu v\u00f5rdlemine inimeste ja AI poolt kirjutatud koodis","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>CodeRabbit'i uurijad anal\u00fc\u00fcsisid 470 pull-requesti (350 \u2014 genereeritud AI poolt, 150 \u2014 k\u00e4sitsi kirjutatud) avatud projektides GitHubis ja j\u00f5udsid j\u00e4reldusele, et AI abil genereeritud muudatustes on 1.7 korda rohkem olulisi defekte ja 1.4 korda rohkem kriitilisi probleeme kui k\u00e4sitsi kirjutatud koodis. Keskmiselt esines AI kaudu genereeritud pull-requestides 10.83 probleemi, samas kui k\u00e4sitsi loodud muudatustes oli see n\u00e4itaja 6.45.    <\/p>\n<p>Kuna vaatlesime eraldi probleemikategooriaid, oli AI genereeritud koodis 1.75 korda rohkem loogika vigu, 1.64 korda rohkem kvaliteedi ja hooldatavuse probleeme, 1.56 korda rohkem turbeprobleeme ja 1.41 korda rohkem j\u00f5udluse probleeme. T\u00e4iendavalt t\u00e4heldati, et AI kaudu genereeritud koodis on 1.88 korda suurem t\u00f5en\u00e4osus vale paroolihaldust, 1.91 korda \u2014 ebausaldusv\u00e4\u00e4rset juurdep\u00e4\u00e4su objektidele, 2.74 korda \u2014 XSS-i (pahaloomulise skriptimise) ning 1.82 korda \u2014 ebausaldusv\u00e4\u00e4rse andmete deserialiseerimise p\u00e4rast. Samas sisaldab inimeste kirjutatud kood 1.76 korda rohkem \u00f5igekirjavigu ja 1.32 korda rohkem testimisega seotud vigu.      <center><img decoding=\"async\" alt=\"Vigade arvu v\u00f5rdlemine inimeste ja AI poolt kirjutatud koodis\" src=\"\/wp-content\/uploads\/2025\/12\/1fc6462f76e6909a519da65a5211e735.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <center><img decoding=\"async\" alt=\"Vigade arvu v\u00f5rdlemine inimeste ja AI poolt kirjutatud koodis\" src=\"\/wp-content\/uploads\/2025\/12\/983565eaa428ce5b958cb0c256025bf6.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>  <center><img decoding=\"async\" alt=\"Vigade arvu v\u00f5rdlemine inimeste ja AI poolt kirjutatud koodis\" src=\"\/wp-content\/uploads\/2025\/12\/d8fabdc7182cd846c1cfbc894bb86269.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>M\u00f5ned muud uuringud:  <\/p>\n<ul>\n<li class=\"l\">  Cortexi novembris l\u00e4biviidud uuringus m\u00e4rgitakse, et v\u00f5rreldes eelmise aastaga on AI rakendamise t\u00f5ttu \u00fche arendaja loodud pull-requestide arv keskmiselt suurenenud 20%, kuid pull-requestide probleemide arv kasvas 23,5% ja muudatuste tegemise tagasil\u00f6\u00f6gid suurenesid umbes 30%.\n<li class=\"l\"> Augusti uuringus Napoli \u00fclikoolist j\u00f5uti j\u00e4reldusele, et AI kaudu genereeritud kood on \u00fcldiselt lihtsam ja \u00fchtlasem, kuid sisaldab rohkem kasutamata konstruktsioone ja sisseehitatud silumisinstantsse, samas kui k\u00e4sitsi kirjutatud kood on struktuuriliselt keerukam ja sisaldab rohkem hoidmisprobleeme.\n<li class=\"l\"> Juuli katse r\u00fchmituse METR poolt n\u00e4itas, et AI-abistajad ei kiirenda, vaid aeglustavad \u00fclesannete lahendamist, samas kui osalejad pidasid subjektiivselt AI-d oma t\u00f6\u00f6d kiiremaks.\n<li class=\"l\"> Jaanuari uuringus Monashi \u00fclikoolist 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-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - 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