{"id":27439,"date":"2026-07-27T10:00:27","date_gmt":"2026-07-27T09:00:27","guid":{"rendered":"https:\/\/technews.al\/?p=27439"},"modified":"2026-07-27T10:00:27","modified_gmt":"2026-07-27T09:00:27","slug":"kompanite-e-ai-se-po-blejne-libra-te-vjeter-per-te-trajnuar-modelet-e-tyre-dhe-me-pas-i-shkaterrojne","status":"publish","type":"post","link":"https:\/\/technews.al\/?p=27439","title":{"rendered":"Kompanit\u00eb e AI-s\u00eb po blejn\u00eb libra t\u00eb vjet\u00ebr p\u00ebr t\u00eb trajnuar modelet e tyre, dhe m\u00eb pas i shkat\u00ebrrojn\u00eb"},"content":{"rendered":"\n

N\u00eb gar\u00ebn p\u00ebr t\u00eb nd\u00ebrtuar modele gjithnj\u00eb e m\u00eb t\u00eb fuqishme t\u00eb Inteligjenc\u00ebs Artificiale, nj\u00eb burim i vjet\u00ebr informacioni po merr papritur nj\u00eb vler\u00eb t\u00eb re: librat fizik\u00eb. Kompanit\u00eb e Inteligjenc\u00ebs Artificiale dhe nd\u00ebrmjet\u00ebsit q\u00eb furnizojn\u00eb industrin\u00eb me t\u00eb dh\u00ebna po blejn\u00eb libra t\u00eb p\u00ebrdorur n\u00eb sasi t\u00eb m\u00ebdha, p\u00ebr t\u2019i skanuar dhe p\u00ebr ta p\u00ebrdorur p\u00ebrmbajtjen e tyre n\u00eb trajnimin e modeleve t\u00eb m\u00ebdha gjuh\u00ebsore.<\/p>\n\n\n\n

Por procesi ka edhe nj\u00eb an\u00eb problematike: n\u00eb disa raste librat priten, \u00e7montohen dhe n\u00eb fund shkat\u00ebrrohen p\u00ebr t\u00eb mund\u00ebsuar skanimin n\u00eb shkall\u00eb industriale. Dhe mes tyre mund t\u00eb ket\u00eb edhe tituj t\u00eb rrall\u00eb apo libra q\u00eb nuk botohen m\u00eb.<\/p>\n\n\n\n

Pse Inteligjenca Artificiale ka nevoj\u00eb p\u00ebr libra t\u00eb vjet\u00ebr?<\/strong><\/p>\n\n\n\n

Modelet e m\u00ebdha gjuh\u00ebsore kan\u00eb nevoj\u00eb p\u00ebr sasi kolosale teksti p\u00ebr t\u2019u trajnuar. Interneti ishte burimi i duksh\u00ebm p\u00ebr gjeneratat e para t\u00eb k\u00ebtyre modeleve. Por me p\u00ebrhapjen e p\u00ebrmbajtjes s\u00eb gjeneruar nga vet\u00eb Inteligjenca Artificiale, kompanit\u00eb p\u00ebrballen me nj\u00eb problem t\u00eb ri: nj\u00eb pjes\u00eb gjithnj\u00eb e m\u00eb e madhe e internetit p\u00ebrmban materiale t\u00eb krijuara ose t\u00eb modifikuara nga Inteligjenca Artificiale. Pik\u00ebrisht k\u00ebtu librat e botuar p\u00ebrpara bumit t\u00eb ChatGPT marrin nj\u00eb vler\u00eb t\u00eb ve\u00e7ant\u00eb. Librat fizik\u00eb t\u00eb periudh\u00ebs para p\u00ebrhapjes masive t\u00eb modeleve t\u00eb m\u00ebdha gjuh\u00ebsore (LLM) ofrojn\u00eb p\u00ebrmbajtje q\u00eb nuk \u00ebsht\u00eb ndikuar nga tekstet moderne t\u00eb gjeneruara nga Inteligjenca Artificiale. Me fjal\u00eb t\u00eb tjera, librat e vjet\u00ebr po shnd\u00ebrrohen n\u00eb nj\u00eb lloj \u201ct\u00eb dh\u00ebne t\u00eb past\u00ebr\u201d p\u00ebr trajnimin e Inteligjenc\u00ebs Artificiale.<\/p>\n\n\n\n

Lexo edhe: New York vendos bllokad\u00ebn e par\u00eb n\u00eb SHBA p\u00ebr qendrat e reja t\u00eb t\u00eb dh\u00ebnave t\u00eb AI<\/a><\/h2>\n\n\n\n

Nga rafti direkt n\u00eb skaner\u00ebt industrial\u00eb<\/strong><\/p>\n\n\n\n

Nj\u00eb nga rastet q\u00eb ka t\u00ebrhequr m\u00eb shum\u00eb v\u00ebmendje \u00ebsht\u00eb ai i Anthropic. Sipas dokumenteve t\u00eb b\u00ebra publike n\u00eb nj\u00eb \u00e7\u00ebshtje gjyq\u00ebsore, kompania bleu sasi t\u00eb m\u00ebdha librash fizik\u00eb nga shit\u00ebs t\u00eb ndrysh\u00ebm. Librave u hiqej pjesa e lidhjes me ndihm\u00ebn e pajisjeve prer\u00ebse hidraulike, n\u00eb m\u00ebnyr\u00eb q\u00eb faqet t\u00eb mund t\u00eb skanoheshin n\u00eb m\u00ebnyr\u00eb t\u00eb automatizuar me pajisje industriale. Pasi p\u00ebrmbajtja kalonte n\u00eb format digjital, kopjet fizike nuk ruheshin domosdoshm\u00ebrisht. Praktika u b\u00eb pjes\u00eb e nj\u00eb debati shum\u00eb m\u00eb t\u00eb gjer\u00eb mbi t\u00eb drejtat e autorit dhe m\u00ebnyr\u00ebn se si kompanit\u00eb e Inteligjenc\u00ebs Artificiale sigurojn\u00eb materialet p\u00ebr trajnimin e modeleve t\u00eb tyre.<\/p>\n\n\n\n

Por pse t\u00eb blejn\u00eb librat kur mund t\u2019i gjejn\u00eb online?<\/strong><\/p>\n\n\n\n

Nj\u00eb arsye e r\u00ebnd\u00ebsishme lidhet me t\u00eb drejt\u00ebn e autorit. Blerja e nj\u00eb kopjeje fizike krijon nj\u00eb situat\u00eb ligjore t\u00eb ndryshme nga shkarkimi i nj\u00eb kopjeje pirate nga interneti. N\u00eb SHBA ekziston koncepti juridik i njohur si \u201cfirst-sale doctrine\u201d<\/strong>, sipas t\u00eb cilit pronari i nj\u00eb kopjeje t\u00eb bler\u00eb ligj\u00ebrisht ka t\u00eb drejt\u00eb ta p\u00ebrdor\u00eb ose ta disponoj\u00eb at\u00eb pa k\u00ebrkuar lejen e mbajt\u00ebsit t\u00eb t\u00eb drejt\u00ebs s\u00eb autorit. N\u00eb \u00e7\u00ebshtjen q\u00eb p\u00ebrfshinte Anthropic, gjykata vler\u00ebsoi se dixhitalizimi i librave t\u00eb bler\u00eb ligj\u00ebrisht p\u00ebr krijimin e nj\u00eb biblioteke trajnimi kishte karakter transformues dhe mund t\u00eb konsiderohej \u201cfair use\u201d. Kjo nuk do t\u00eb thot\u00eb se \u00e7do m\u00ebnyr\u00eb e p\u00ebrdorimit t\u00eb librave p\u00ebr trajnimin e Inteligjenc\u00ebs Artificiale \u00ebsht\u00eb automatikisht e ligjshme. P\u00ebrkundrazi, betejat ligjore mes autor\u00ebve, botuesve dhe kompanive t\u00eb Inteligjenc\u00ebs Artificiale vazhdojn\u00eb.<\/p>\n\n\n\n

Tani k\u00ebrkesa po b\u00ebhet industriale<\/strong><\/p>\n\n\n\n

Fenomeni nuk duket se kufizohet m\u00eb vet\u00ebm te disa laborator\u00eb t\u00eb m\u00ebdhenj t\u00eb Inteligjenc\u00ebs Artificiale. Sipas nj\u00eb raportimi t\u00eb 404 Media, kompani q\u00eb tradicionalisht kan\u00eb punuar me librari, distributor\u00eb dhe shit\u00ebs librash po shohin nj\u00eb treg t\u00eb ri: furnizimin e industris\u00eb s\u00eb Inteligjenc\u00ebs Artificiale. Nj\u00eb prej tyre \u00ebsht\u00eb ISBNdb, e cila operon nj\u00eb baz\u00eb t\u00eb madhe t\u00eb dh\u00ebnash p\u00ebr libra. Kompania tashm\u00eb ofron sh\u00ebrbime p\u00ebr blerje masive librash, me porosi q\u00eb mund t\u00eb variojn\u00eb nga 1,000 deri n\u00eb nj\u00eb milion kopje<\/strong>. Logjika \u00ebsht\u00eb e thjesht\u00eb: nj\u00eb pjes\u00eb e materialit m\u00eb t\u00eb vlefsh\u00ebm p\u00ebr trajnimin e Inteligjenc\u00ebs Artificiale mund t\u00eb mos jet\u00eb online. Mund t\u00eb jet\u00eb ende duke mbledhur pluhur n\u00eb raftet e librarive dhe magazinave.<\/p>\n\n\n\n

Librat e rrall\u00eb mund t\u00eb jen\u00eb viktima an\u00ebsore<\/strong><\/p>\n\n\n\n

Pik\u00ebrisht k\u00ebtu fillon edhe pjesa m\u00eb shqet\u00ebsuese. Shit\u00ebs t\u00eb vegj\u00ebl librash kan\u00eb raportuar rritje t\u00eb pazakonta t\u00eb porosive n\u00eb mas\u00eb, shpesh p\u00ebr nj\u00eb p\u00ebrzgjedhje librash q\u00eb n\u00eb pamje t\u00eb par\u00eb duket krejt\u00ebsisht e rast\u00ebsishme. Dyshimi \u00ebsht\u00eb se pas disa prej k\u00ebtyre porosive mund t\u00eb q\u00ebndrojn\u00eb laborator\u00eb t\u00eb Inteligjenc\u00ebs Artificiale ose kompani q\u00eb mbledhin t\u00eb dh\u00ebna n\u00eb em\u00ebr t\u00eb tyre. Problemi b\u00ebhet m\u00eb serioz kur porosit\u00eb p\u00ebrfshijn\u00eb libra t\u00eb rrall\u00eb, tituj q\u00eb nuk botohen m\u00eb apo botime n\u00eb gjuh\u00eb t\u00eb huaja<\/strong>. N\u00ebse nj\u00eb lib\u00ebr i till\u00eb blihet p\u00ebr t\u2019u prer\u00eb dhe skanuar, mund t\u00eb shkat\u00ebrrohet nj\u00eb nga kopjet e pakta q\u00eb vazhdojn\u00eb t\u00eb ekzistojn\u00eb n\u00eb treg. Disa shit\u00ebs librash kan\u00eb shprehur pik\u00ebrisht k\u00ebt\u00eb dilem\u00eb: nga nj\u00ebra an\u00eb, porosit\u00eb e m\u00ebdha jan\u00eb financiarisht t\u00ebrheq\u00ebse dhe ndihmojn\u00eb n\u00eb shitjen e inventarit q\u00eb mund t\u00eb q\u00ebndronte p\u00ebr vite n\u00eb magazin\u00eb. Nga ana tjet\u00ebr, destinacioni p\u00ebrfundimtar i librave krijon shqet\u00ebsim.<\/p>\n\n\n\n

Nj\u00eb ironi e epok\u00ebs s\u00eb Inteligjenc\u00ebs Artificiale<\/strong><\/p>\n\n\n\n

P\u00ebr dekada, dixhitalizimi shihej si m\u00ebnyra p\u00ebr t\u00eb ruajtur librat dhe njohurit\u00eb q\u00eb p\u00ebrmbanin. Tani po ndodh edhe procesi i kund\u00ebrt. N\u00eb nj\u00eb internet q\u00eb po mbushet gjithnj\u00eb e m\u00eb shum\u00eb me p\u00ebrmbajtje t\u00eb krijuar nga algoritmet, materialet e shkruara p\u00ebrpara epok\u00ebs s\u00eb Inteligjenc\u00ebs Artificiale po b\u00ebhen m\u00eb t\u00eb vlefshme pik\u00ebrisht sepse jan\u00eb krijuar nga njer\u00ebzit. Kjo ka krijuar nj\u00eb ekonomi t\u00eb re t\u00eb t\u00eb dh\u00ebnave, ku edhe nj\u00eb lib\u00ebr i harruar prej dekadash n\u00eb raft mund t\u00eb ket\u00eb vler\u00eb p\u00ebr nj\u00eb laborator q\u00eb po nd\u00ebrton gjenerat\u00ebn e ardhshme t\u00eb modeleve t\u00eb Inteligjenc\u00ebs Artificiale. Por nd\u00ebrsa kompanit\u00eb k\u00ebrkojn\u00eb gjithnj\u00eb e m\u00eb shum\u00eb t\u00eb dh\u00ebna \u201ct\u00eb pastra\u201d, lind edhe nj\u00eb pyetje q\u00eb shkon p\u00ebrtej teknologjis\u00eb: A duhet t\u00eb lejojm\u00eb q\u00eb kopje t\u00eb rralla t\u00eb trash\u00ebgimis\u00eb s\u00eb shkruar t\u00eb shkat\u00ebrrohen p\u00ebr t\u00eb m\u00ebsuar makinerit\u00eb se si t\u00eb shkruajn\u00eb?<\/p>\n\n\n\n

futurism<\/a><\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

N\u00eb gar\u00ebn p\u00ebr t\u00eb nd\u00ebrtuar modele gjithnj\u00eb e m\u00eb t\u00eb fuqishme t\u00eb Inteligjenc\u00ebs Artificiale, nj\u00eb burim i vjet\u00ebr informacioni po merr papritur nj\u00eb vler\u00eb t\u00eb re: librat fizik\u00eb. Kompanit\u00eb e Inteligjenc\u00ebs Artificiale dhe nd\u00ebrmjet\u00ebsit q\u00eb furnizojn\u00eb industrin\u00eb me t\u00eb dh\u00ebna po blejn\u00eb libra t\u00eb p\u00ebrdorur n\u00eb sasi t\u00eb m\u00ebdha, p\u00ebr t\u2019i skanuar dhe p\u00ebr ta<\/p>\n","protected":false},"author":4,"featured_media":27440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[349],"tags":[40],"class_list":{"0":"post-27439","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-featured"},"yoast_head":"\nKompanit\u00eb e AI-s\u00eb po blejn\u00eb libra t\u00eb vjet\u00ebr p\u00ebr t\u00eb trajnuar modelet e tyre, dhe m\u00eb pas i shkat\u00ebrrojn\u00eb - Technews.al<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/technews.al\/?p=27439\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kompanit\u00eb e AI-s\u00eb po blejn\u00eb libra t\u00eb vjet\u00ebr p\u00ebr t\u00eb trajnuar modelet e tyre, dhe m\u00eb pas i shkat\u00ebrrojn\u00eb - Technews.al\" \/>\n<meta property=\"og:description\" content=\"N\u00eb gar\u00ebn p\u00ebr t\u00eb nd\u00ebrtuar modele gjithnj\u00eb e m\u00eb t\u00eb fuqishme t\u00eb Inteligjenc\u00ebs Artificiale, nj\u00eb burim i vjet\u00ebr informacioni po merr papritur nj\u00eb vler\u00eb t\u00eb re: librat fizik\u00eb. 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