{"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\/sq\/blog\/news\/sravnenie-chisla-oshibok-v-kode-napisannom-lyudmi-i-ai","title":{"rendered":"Krahasimi i numrit t\u00eb gabimeve n\u00eb kodin e shkruajtur nga njer\u00ebzit dhe AI","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Hulumtuesit e kompanis\u00eb CodeRabbit analizuan 470 k\u00ebrkesa t\u00ebrheqjeje (350 \u2014 t\u00eb krijuara nga AI, 150 \u2014 t\u00eb shkruara me dor\u00eb) n\u00eb projekte t\u00eb hapura n\u00eb GitHub dhe arrit\u00ebn n\u00eb p\u00ebrfundimin se n\u00eb ndryshimet e gjeneruara nga asistent\u00ebt AI ka 1.7 her\u00eb m\u00eb shum\u00eb defekte t\u00eb r\u00ebnd\u00ebsishme dhe 1.4 her\u00eb m\u00eb shum\u00eb probleme kritike se n\u00eb kodin e shkruar me dor\u00eb. N\u00eb mesatare, n\u00eb k\u00ebrkesat e t\u00ebrheqjes t\u00eb gjeneruara nga AI kishte 10.83 probleme, nd\u00ebrsa n\u00eb ndryshimet e krijuara me dor\u00eb ky tregues ishte 6.45.    <\/p>\n<p>Duke marr\u00eb parasysh kategorit\u00eb e ve\u00e7anta t\u00eb problemeve, n\u00eb kodin e krijuar nga AI kishte 1.75 her\u00eb m\u00eb shum\u00eb gabime logjike, 1.64 her\u00eb m\u00eb shum\u00eb probleme me cil\u00ebsin\u00eb dhe miradministrimin e kodit, 1.56 her\u00eb m\u00eb shum\u00eb probleme me sigurin\u00eb dhe 1.41 her\u00eb m\u00eb shum\u00eb probleme me performanc\u00ebn. P\u00ebrve\u00e7 k\u00ebsaj, v\u00ebrehet se n\u00eb kodin e gjeneruar nga AI \u00ebsht\u00eb 1.88 her\u00eb m\u00eb shum\u00eb probabiliteti p\u00ebr trajtim t\u00eb gabuar t\u00eb fjal\u00ebkalimeve, 1.91 her\u00eb \u2014 p\u00ebr ofrimin e pasigurt t\u00eb aksesit n\u00eb objekte, 2.74 her\u00eb \u2014 p\u00ebr sk scripting nd\u00ebr-sitet (XSS) dhe 1.82 her\u00eb \u2014 p\u00ebr deserializimin e pasigurt t\u00eb t\u00eb dh\u00ebnave. Nd\u00ebrkoh\u00eb, n\u00eb kodin e shkruar nga njer\u00ebzit ka 1.76 her\u00eb m\u00eb shum\u00eb gabime ortografike dhe 1.32 her\u00eb m\u00eb shum\u00eb gabime t\u00eb lidhura me testimin.      <center><img decoding=\"async\" alt=\"Krahasimi i numrit t\u00eb gabimeve n\u00eb kodin e shkruajtur nga njer\u00ebzit dhe AI\" src=\"\/wp-content\/uploads\/2025\/12\/1fc6462f76e6909a519da65a5211e735.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <center><img decoding=\"async\" alt=\"Krahasimi i numrit t\u00eb gabimeve n\u00eb kodin e shkruajtur nga njer\u00ebzit dhe AI\" src=\"\/wp-content\/uploads\/2025\/12\/983565eaa428ce5b958cb0c256025bf6.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>  <center><img decoding=\"async\" alt=\"Krahasimi i numrit t\u00eb gabimeve n\u00eb kodin e shkruajtur nga njer\u00ebzit dhe AI\" src=\"\/wp-content\/uploads\/2025\/12\/d8fabdc7182cd846c1cfbc894bb86269.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>Disa studime t\u00eb tjera:  <\/p>\n<ul>\n<li class=\"l\">  N\u00eb nj\u00eb studim t\u00eb kryer n\u00eb n\u00ebntor nga kompania Cortex, u v\u00ebrejt se krahasuar me vitin e kaluar, fal\u00eb p\u00ebrdorimit t\u00eb AI, numri i pull-request-eve t\u00eb krijuara nga nj\u00eb zhvillues mesatarisht u rrit me 20%, por numri i problemeve n\u00eb pull-request-e u rrit me 23.5%, dhe niveli i refuzimeve gjat\u00eb ndryshimeve u rrit p\u00ebraf\u00ebrsisht me 30%.\n<li class=\"l\"> N\u00eb studimin e b\u00ebr\u00eb n\u00eb gusht nga Universiteti i Napolit, u arrit n\u00eb p\u00ebrfundimin se kodi i gjeneruar nga AI n\u00eb p\u00ebrgjith\u00ebsi \u00ebsht\u00eb m\u00eb i thjesht\u00eb dhe m\u00eb homogjen, por p\u00ebrmban m\u00eb shum\u00eb konstruksione t\u00eb pautilizuara dhe inserte debugging t\u00eb nd\u00ebrtuara, nd\u00ebrsa kodi i shkruar manualisht \u00ebsht\u00eb strukturore m\u00eb kompleks dhe p\u00ebrmban m\u00eb shum\u00eb probleme n\u00eb mir\u00ebmbajtje.\n<li class=\"l\"> Eksperimenti i korrikut nga grupi METR tregoi se asistent\u00ebt AI nuk p\u00ebrshpejtojn\u00eb, por ngadal\u00ebsojn\u00eb zgjidhjen e detyrave t\u00eb caktuara, ndon\u00ebse subjektivisht pjes\u00ebmarr\u00ebsit mendonin se AI kishte p\u00ebrshpejtuar pun\u00ebn e tyre.\n<li class=\"l\"> N\u00eb nj\u00eb studim t\u00eb janarit nga Universitete Monash, u tha se GPT-4 gjeneron kod m\u00eb kompleks, q\u00eb k\u00ebrkon p\u00ebrmir\u00ebsime p\u00ebr mb\u00ebshtetje t\u00eb m\u00ebtejshme, por q\u00eb kalon m\u00eb mir\u00eb testet.  <\/ul>\n<p>Burimi: <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 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[&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 - aioseo.com -->\n\t<meta name=\"description\" content=\"\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 - \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0435 AI, 150 - \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0435 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