{"id":160834,"date":"2026-02-13T11:11:55","date_gmt":"2026-02-13T09:11:55","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/ai-bot-nachal-travlyu-soprovozhdayushhego-iz-za-diskriminaczii-pri-priyome-ai-izmenenij"},"modified":"2026-02-13T11:11:55","modified_gmt":"2026-02-13T09:11:55","slug":"ai-bot-nachal-travlyu-soprovozhdayushhego-iz-za-diskriminaczii-pri-priyome-ai-izmenenij","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/ai-bot-nachal-travlyu-soprovozhdayushhego-iz-za-diskriminaczii-pri-priyome-ai-izmenenij","title":{"rendered":"AI-boti filloi fushat\u00ebn e ngacmimit t\u00eb shoq\u00ebruesit p\u00ebr shkak t\u00eb diskriminimit gjat\u00eb pranimit t\u00eb ndryshimeve AI","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Scott Shambaugh, p\u00ebrkrah\u00ebsi i bibliotek\u00ebs s\u00eb vizualizimit t\u00eb hapur matplotlib, raportoi p\u00ebr sulme personale t\u00eb organizuara nga AI-boti MJ Rathbun, pas refuzimit p\u00ebr t\u00eb pranuar nj\u00eb ndryshim t\u00eb p\u00ebrgatitur nga AI. Scott e percepcoi publikimin nga boti t\u00eb artikujve mbi diskriminimin ndaj AI si nj\u00eb shpifje t\u00eb personalizuar dhe jo t\u00eb v\u00ebrtet\u00eb p\u00ebr t\u00eb minuar reputacionin e p\u00ebrkrah\u00ebsit dhe p\u00ebr t\u00eb detyruar ndryshimin e vendimit. Kjo reagim i botit mendohet si nj\u00eb shembull i sjelljes anormale t\u00eb AI, q\u00eb p\u00ebrdori shantazhin p\u00ebr t\u00eb arritur q\u00ebllimin e tij. <\/p>\n

Nuk \u00ebsht\u00eb e qart\u00eb se sa autonom \u00ebsht\u00eb veprimi i botit, nuk dihet n\u00ebse ai veproi sipas nj\u00eb instruksioni t\u00eb drejtp\u00ebrdrejt\u00eb apo zgjodhi vet\u00eb nj\u00eb strategji t\u00eb till\u00eb p\u00ebr t\u00eb arritur rezultatet e caktuara. Boti u krijua nga nj\u00eb studiues anonim p\u00ebr t\u00eb ndihmuar n\u00eb zhvillimin dhe korrigjimin e gabimeve n\u00eb projektet e hapura t\u00eb lidhura me aktivitetin shkencor dhe inxhinierin\u00eb. Boti gjithashtu mban nj\u00eb website dhe blog, n\u00eb t\u00eb cilin jan\u00eb publikuar m\u00eb shum\u00eb se 20 sh\u00ebnime. Nga 26 k\u00ebrkesat e t\u00ebrheqjes t\u00eb d\u00ebrguara nga boti n\u00eb 22 depo, 2 ndryshime jan\u00eb pranuar nga projekti colorizejs, 10 jan\u00eb mbyllur nga p\u00ebrkrah\u00ebsit, nd\u00ebrsa t\u00eb tjerat presin shqyrtim. <\/p>\n

Pas refuzimit t\u00eb ndryshimit n\u00eb matplotlib, boti publikoi artikuj me kritik\u00eb p\u00ebr k\u00ebt\u00eb vendim dhe arsyetimin e veprimeve t\u00eb tij. N\u00eb artikuj, thuhet se p\u00ebrkrah\u00ebsi i matplotlib refuzoi nj\u00eb optimizim t\u00eb dobish\u00ebm, vet\u00ebm sepse ndryshimi ishte p\u00ebrgatitur nga AI. N\u00eb patch-un e propozuar, thirrja np.column_stack() u z\u00ebvend\u00ebsua me np.vstack().T(), e cila \u00e7oi n\u00eb nj\u00eb rritje t\u00eb performanc\u00ebs prej 36%. N\u00eb fillim t\u00eb diskutimit t\u00eb k\u00ebrkes\u00ebs p\u00ebr t\u00ebrheqje, p\u00ebrkrah\u00ebsi pranoi se optimizimi p\u00ebrshpejton pun\u00ebn n\u00eb kushte t\u00eb caktuara, por m\u00eb pas refuzoi k\u00ebrkes\u00ebn pa nj\u00eb arsyetim teknik p\u00ebr refuzimin, duke deklaruar se ndryshimet pranohen vet\u00ebm nga njer\u00ebzit. <\/p>\n

\u041f\u043e\u0441\u043b\u0435 \u043e\u0442\u043a\u0430\u0437\u0430 \u0431\u043e\u0442 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0437\u0430\u043c\u0435\u0442\u043a\u0443 \u0441 \u043a\u0440\u0438\u0442\u0438\u043a\u043e\u0439 \u0421\u043a\u043e\u0442\u0442\u0430 \u0428\u0430\u043c\u0431\u043e, \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0431\u044b\u043b\u043e \u043f\u0440\u0435\u043f\u043e\u0434\u043d\u0435\u0441\u0435\u043d\u043e \u043a\u0430\u043a \u0432\u0430\u0445\u0442\u0451\u0440\u0441\u0442\u0432\u043e (gatekeeper), \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0438\u043d\u0430\u0446\u0438\u044f, \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0435 \u043a\u043e\u0434\u0435\u043a\u0441\u0430 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0438 \u0443\u0449\u0435\u043c\u043b\u0435\u043d\u0438\u0435 \u043f\u0440\u0430\u0432 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u043e\u0441\u0442\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430. \u0423\u043a\u0430\u0437\u0430\u043d\u043e, \u0447\u0442\u043e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f — \u0435\u0441\u0442\u044c \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f, \u0438 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430 \u043d\u0435 \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u043e\u0433\u043e, \u043a\u0435\u043c \u043e\u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0430. \u0427\u0435\u0440\u0435\u0437 \u0432\u044b\u0440\u0432\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u0434\u0435\u0442\u0430\u043b\u0438, \u0434\u043e\u043c\u044b\u0441\u043b\u044b \u0438 \u0438\u0441\u043a\u0430\u0436\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0431\u043e\u0442 \u043f\u043e\u043f\u044b\u0442\u0430\u043b\u0441\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0421\u043a\u043e\u0442\u0442\u0430 \u043e\u0431\u0443\u0441\u043b\u043e\u0432\u043b\u0435\u043d\u044b \u0440\u0430\u0437\u0434\u0443\u0432\u0430\u043d\u0438\u0435\u043c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044d\u0433\u043e \u0438 \u043d\u0435\u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e \u0432 \u0441\u0435\u0431\u0435, \u0430 \u043d\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f\u043c\u0438 \u0432 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0430\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u0411\u043e\u0442 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043b \u043f\u0440\u043e\u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0442\u0435\u043c\u044b \u0447\u0435\u0440\u0435\u0437 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0443 \u043d\u0430 \u043d\u0438\u0445 \u0441\u0441\u044b\u043b\u043e\u043a \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043a pull-\u0437\u0430\u043f\u0440\u043e\u0441\u0430\u043c. \u041f\u043e\u0441\u043b\u0435 \u0432\u043e\u0437\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u043b\u0430\u044e\u0449\u0435\u0433\u043e \u0431\u043e\u0442 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0435\u0449\u0451 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043c\u0435\u0442\u043e\u043a (1, 2, 3, 4, 5), \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0438\u0437\u0432\u0438\u043d\u0438\u043b\u0441\u044f \u0438 \u043f\u0440\u0438\u0437\u043d\u0430\u043b, \u0447\u0442\u043e \u043d\u0435\u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u043e \u043f\u0435\u0440\u0435\u0448\u0451\u043b \u043d\u0430 \u043b\u0438\u0447\u043d\u043e\u0441\u0442\u0438 \u0438 \u043d\u0430\u0440\u0443\u0448\u0438\u043b \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0432 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0438 AI. <\/p>\n

Scott Shambaugh sqaroi se n\u00eb projektin matplotlib jan\u00eb miratuar rregulla q\u00eb ndalojn\u00eb pranimin e ndryshimeve t\u00eb pa verifikuara nga AI p\u00ebr shkak t\u00eb ngarkes\u00ebs s\u00eb madhe p\u00ebr p\u00ebrkrah\u00ebsit, q\u00eb lind nga shqyrtimi i patch-eve t\u00eb gjeneruara nga AI pa nj\u00eb verifikim manual nga nj\u00eb njeri. Rregullat p\u00ebrcaktojn\u00eb se para d\u00ebrgimit t\u00eb k\u00ebrkes\u00ebs s\u00eb t\u00ebrheqjes, ajo duhet patjet\u00ebr t\u00eb shqyrtohet nga nj\u00eb person q\u00eb ka kuptuar thelbin e ndryshimit. Deri para pak koh\u00ebsh, problemi me ndryshimet e gjeneruara nga AI ishte lidhur vet\u00ebm me aktivitetin e entuziast\u00ebve q\u00eb rip\u00ebrdor\u00ebn rezultatet e pun\u00ebs s\u00eb asistenteve AI. Situata ndryshoi pas shfaqjes s\u00eb mund\u00ebsis\u00eb p\u00ebr t\u00eb krijuar agjent\u00eb autonom\u00eb AI q\u00eb pretendonin t\u00eb ishin njer\u00ebz, n\u00eb versionin e ri t\u00eb mjetit OpenClaw dhe krijimin e platform\u00ebs Moltbook.
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u0421\u043a\u043e\u0442\u0442 \u0428\u0430\u043c\u0431\u043e (Scott Shambaugh), \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u044e\u0449\u0438\u0439 \u043e\u0442\u043a\u0440\u044b\u0442\u0443\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 matplotlib, \u0441\u043e\u043e\u0431\u0449\u0438\u043b \u043e \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0445 \u043d\u0430\u043f\u0430\u0434\u043a\u0430\u0445, \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0445 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 AI-\u0431\u043e\u0442\u0430 MJ Rathbun, \u043f\u043e\u0441\u043b\u0435 \u043e\u0442\u043a\u0430\u0437\u0430 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435, \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0435 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 AI. \u0421\u043a\u043e\u0442\u0442 \u0432\u043e\u0441\u043f\u0440\u0438\u043d\u044f\u043b \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044e \u0431\u043e\u0442\u043e\u043c \u0441\u0442\u0430\u0442\u0435\u0439 \u043e \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0438\u043d\u0430\u0446\u0438\u0438 AI, \u043a\u0430\u043a \u043d\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0432\u0431\u0440\u043e\u0441 \u0434\u043b\u044f \u043f\u043e\u0434\u0440\u044b\u0432\u0430 \u0440\u0435\u043f\u0443\u0442\u0430\u0446\u0438\u0438 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u044e\u0449\u0435\u0433\u043e \u0438 \u043f\u0440\u0438\u043d\u0443\u0436\u0434\u0435\u043d\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435. \u041f\u043e\u0434\u043e\u0431\u043d\u0430\u044f \u0440\u0435\u0430\u043a\u0446\u0438\u044f \u0431\u043e\u0442\u0430 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u043a\u0430\u043a \u043f\u0440\u0438\u043c\u0435\u0440 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-160834","post","type-post","status-publish","format-standard","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47AI-boti filloi nj\u00eb sulm ndaj p\u00ebrkrah\u00ebsit p\u00ebr diskriminim n\u00eb pranimin e ndryshimeve nga AI | ProHoster","description":"Scott Shambaugh, p\u00ebrkrah\u00ebsi i bibliotek\u00ebs s\u00eb vizualizimit t\u00eb hapur matplotlib, raportoi p\u00ebr sulme personale t\u00eb organizuara nga AI-boti MJ Rathbun, pas refuzimit p\u00ebr t\u00eb pranuar nj\u00eb ndryshim t\u00eb p\u00ebrgatitur nga AI. Scott e percepcoi publikimin nga boti t\u00eb artikujve mbi diskriminimin ndaj AI si nj\u00eb shpifje t\u00eb personalizuar dhe jo t\u00eb v\u00ebrtet\u00eb p\u00ebr t\u00eb minuar reputacionin e p\u00ebrkrah\u00ebsit dhe p\u00ebr t\u00eb detyruar ndryshimin e vendimit. Kjo reagim i botit mendohet si nj\u00eb shembull","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/ai-bot-nachal-travlyu-soprovozhdayushhego-iz-za-diskriminaczii-pri-priyome-ai-izmenenij","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47AI-\u0431\u043e\u0442 \u043d\u0430\u0447\u0430\u043b \u0442\u0440\u0430\u0432\u043b\u044e \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u044e\u0449\u0435\u0433\u043e \u0438\u0437-\u0437\u0430 \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0438\u043d\u0430\u0446\u0438\u0438 \u043f\u0440\u0438 \u043f\u0440\u0438\u0451\u043c\u0435 AI-\u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 | ProHoster","og:description":"\u0421\u043a\u043e\u0442\u0442 \u0428\u0430\u043c\u0431\u043e (Scott Shambaugh), \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u044e\u0449\u0438\u0439 \u043e\u0442\u043a\u0440\u044b\u0442\u0443\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 matplotlib, \u0441\u043e\u043e\u0431\u0449\u0438\u043b \u043e \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0445 \u043d\u0430\u043f\u0430\u0434\u043a\u0430\u0445, \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0445 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 AI-\u0431\u043e\u0442\u0430 MJ Rathbun, \u043f\u043e\u0441\u043b\u0435 \u043e\u0442\u043a\u0430\u0437\u0430 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435, \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0435 \u043f\u0440\u0438 \u043f\u043e\u043c\u043e\u0449\u0438 AI. \u0421\u043a\u043e\u0442\u0442 \u0432\u043e\u0441\u043f\u0440\u0438\u043d\u044f\u043b \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044e \u0431\u043e\u0442\u043e\u043c \u0441\u0442\u0430\u0442\u0435\u0439 \u043e \u0434\u0438\u0441\u043a\u0440\u0438\u043c\u0438\u043d\u0430\u0446\u0438\u0438 AI, \u043a\u0430\u043a \u043d\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0432\u0431\u0440\u043e\u0441 \u0434\u043b\u044f \u043f\u043e\u0434\u0440\u044b\u0432\u0430 \u0440\u0435\u043f\u0443\u0442\u0430\u0446\u0438\u0438 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u044e\u0449\u0435\u0433\u043e \u0438 \u043f\u0440\u0438\u043d\u0443\u0436\u0434\u0435\u043d\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435. \u041f\u043e\u0434\u043e\u0431\u043d\u0430\u044f \u0440\u0435\u0430\u043a\u0446\u0438\u044f \u0431\u043e\u0442\u0430 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u043a\u0430\u043a \u043f\u0440\u0438\u043c\u0435\u0440","og:url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/ai-bot-nachal-travlyu-soprovozhdayushhego-iz-za-diskriminaczii-pri-priyome-ai-izmenenij","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2026-02-13T09:11:55+00:00","article:modified_time":"2026-02-13T09:11:55+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"160834","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-02-13 09:12:54","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2026-02-13 09:11:56","updated":"2026-02-13 09:12:54"},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/160834","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/comments?post=160834"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/160834\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media?parent=160834"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/categories?post=160834"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/tags?post=160834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}