{"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\/pl\/blog\/news\/sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai","title":{"rendered":"Por\u00f3wnanie liczby b\u0142\u0119d\u00f3w w kodzie napisanym przez ludzi i AI","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Badacze z firmy CodeRabbit przeanalizowali 470 pull request\u00f3w (350 \u2014 stworzonych przez AI, 150 \u2014 napisanych r\u0119cznie) w otwartych projektach na GitHubie i doszli do wniosku, \u017ce w zmianach generowanych przez asystent\u00f3w AI wyst\u0119puje 1,7 razy wi\u0119cej istotnych defekt\u00f3w i 1,4 razy wi\u0119cej krytycznych problem\u00f3w ni\u017c w kodzie napisanym r\u0119cznie. \u015arednio w generowanych przez AI pull requestach znajdowa\u0142o si\u0119 10,83 problem\u00f3w, podczas gdy w zmianach stworzonych r\u0119cznie wska\u017anik ten wynosi\u0142 6,45.    <\/p>\n<p>Rozpatruj\u0105c poszczeg\u00f3lne kategorie problem\u00f3w, w kodzie stworzonym przez AI by\u0142o 1,75 razy wi\u0119cej b\u0142\u0119d\u00f3w logicznych, 1,64 razy wi\u0119cej problem\u00f3w z jako\u015bci\u0105 i utrzymywaniem kodu, 1,56 razy wi\u0119cej problem\u00f3w z bezpiecze\u0144stwem oraz 1,41 razy wi\u0119cej problem\u00f3w z wydajno\u015bci\u0105. Dodatkowo zauwa\u017cono, \u017ce w generowanym przez AI kodzie o 1,88 razy wi\u0119ksze jest prawdopodobie\u0144stwo niew\u0142a\u015bciwego przetwarzania hase\u0142, o 1,91 razy \u2014 niebezpiecznego udost\u0119pniania dost\u0119pu do obiekt\u00f3w, o 2,74 razy \u2014 atak\u00f3w typu cross-site scripting (XSS), a o 1,82 razy \u2014 niebezpiecznej deserializacji danych. W tym samym czasie w kodzie napisanym przez ludzi wyst\u0119powa\u0142o 1,76 razy wi\u0119cej b\u0142\u0119d\u00f3w ortograficznych i 1,32 razy wi\u0119cej b\u0142\u0119d\u00f3w zwi\u0105zanych z testowaniem.      <center><img decoding=\"async\" alt=\"Por\u00f3wnanie liczby b\u0142\u0119d\u00f3w w kodzie napisanym przez ludzi i AI\" src=\"\/wp-content\/uploads\/2025\/12\/1fc6462f76e6909a519da65a5211e735.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <center><img decoding=\"async\" alt=\"Por\u00f3wnanie liczby b\u0142\u0119d\u00f3w w kodzie napisanym przez ludzi i AI\" src=\"\/wp-content\/uploads\/2025\/12\/983565eaa428ce5b958cb0c256025bf6.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>  <center><img decoding=\"async\" alt=\"Por\u00f3wnanie liczby b\u0142\u0119d\u00f3w w kodzie napisanym przez ludzi i AI\" src=\"\/wp-content\/uploads\/2025\/12\/d8fabdc7182cd846c1cfbc894bb86269.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>Kilka innych bada\u0144:  <\/p>\n<ul>\n<li class=\"l\">  W badaniu przeprowadzonym w listopadzie przez firm\u0119 Cortex zwr\u00f3cono uwag\u0119, \u017ce w por\u00f3wnaniu do ubieg\u0142ego roku, dzi\u0119ki zastosowaniu AI, liczba pull request\u00f3w tworzonych przez jednego programist\u0119 wzros\u0142a \u015brednio o 20%, ale liczba problem\u00f3w w pull requestach wzros\u0142a o 23.5%, a wska\u017anik odrzuce\u0144 zmian wzr\u00f3s\u0142 o oko\u0142o 30%.\n<li class=\"l\"> W sierpniowym badaniu Uniwersytetu Neapolita\u0144skiego stwierdzono, \u017ce generowany przez AI kod jest w og\u00f3le prostszy i bardziej jednolity, ale zawiera wi\u0119cej nieu\u017cywanych konstrukcji oraz wbudowanych element\u00f3w debuguj\u0105cych, podczas gdy kod r\u0119cznie napisany jest strukturalnie bardziej z\u0142o\u017cony i zawiera wi\u0119cej problem\u00f3w z serwisowaniem.\n<li class=\"l\"> Lipcowy eksperyment grupy METR pokaza\u0142, \u017ce asystenci AI nie przyspieszaj\u0105, a wr\u0119cz spowalniaj\u0105 rozwi\u0105zywanie postawionych zada\u0144, mimo \u017ce uczestnicy subiektywnie uwa\u017cali, \u017ce AI przyspieszy\u0142o ich prac\u0119.\n<li class=\"l\"> W styczniowym badaniu Uniwersytetu Monash wskazano, \u017ce GPT-4 generuje bardziej z\u0142o\u017cony kod, wymagaj\u0105cy dopracowania do dalszego serwisowania, ale lepiej radzi sobie z przechodzeniem test\u00f3w.  <\/ul>\n<p>\u0179r\u00f3d\u0142o: <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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