{"id":105520,"date":"2026-08-30T07:14:43","date_gmt":"2026-08-30T07:14:43","guid":{"rendered":"https:\/\/www.shqiperia.com\/blog\/?p=105520"},"modified":"2026-08-30T07:14:43","modified_gmt":"2026-08-30T07:14:43","slug":"ia-po-shkruan-gjithnje-e-me-mire-njerezit-duhet-te-behen-redaktore-me-te-mire","status":"publish","type":"post","link":"https:\/\/www.shqiperia.com\/blog\/ia-po-shkruan-gjithnje-e-me-mire-njerezit-duhet-te-behen-redaktore-me-te-mire\/","title":{"rendered":"IA po shkruan gjithnj\u00eb e m\u00eb mir\u00eb. Njer\u00ebzit duhet t\u00eb b\u00ebhen redaktor\u00eb m\u00eb t\u00eb mir\u00eb"},"content":{"rendered":"

\"\"<\/p>\n

30 Gusht 2026<\/p>\n

T\u00eb shkruash \u00ebsht\u00eb e v\u00ebshtir\u00eb. P\u00ebr Franz Kafka-n, hedhja e fjal\u00ebve n\u00eb let\u00ebr ishte nj\u00eb proces \u201ctorturash t\u00eb pafundme\u201d. George Orwell thoshte se i ngjante \u201cnj\u00eb periudhe t\u00eb gjat\u00eb me nj\u00eb s\u00ebmundje t\u00eb dhimbshme\u201d.<\/p>\n

Hunter S. Thompson, gazetar, e shihte si t\u00eb kund\u00ebrt\u00ebn e seksit: \u201c\u00ebsht\u00eb mir\u00eb vet\u00ebm kur mbaron\u201d.<\/p>\n

Tani Inteligjenca Artificiale ka ardhur n\u00eb ndihm\u00eb. Modelet e m\u00ebdha gjuh\u00ebsore (LLM) prodhojn\u00eb sasi t\u00eb m\u00ebdha teksti, pa dhimbje dhe pa mundim.<\/p>\n

Bot-et mund t\u00eb nxjerrin email-e shum\u00eb t\u00eb mira, tekste m\u00eb t\u00eb gjata n\u00eb m\u00ebnyr\u00eb t\u00eb pranueshme dhe poezi jo fort t\u00eb mira. P\u00ebr to, bllokimi i shkrimtarit \u00ebsht\u00eb thjesht nj\u00eb pako me 500 flet\u00eb bosh: \u00e7do p\u00ebrdorues i nj\u00eb LLM-je mund t\u00eb prodhoj\u00eb brenda nj\u00eb dite aq fjal\u00eb sa Kafka shkroi gjat\u00eb gjith\u00eb jet\u00ebs s\u00eb tij.<\/p>\n

P\u00ebr shkrimtar\u00ebt njer\u00ebzor\u00eb, kjo \u00ebsht\u00eb nj\u00ebkoh\u00ebsisht bekim dhe mallkim. N\u00ebse pretendon se je autor, por p\u00ebrdor IA-n\u00eb, rrezikon t\u00eb dukesh si mashtrues \u2014 mjete p\u00ebr zbulimin e teksteve t\u00eb gjeneruara nga bot-et, si Pangram, jan\u00eb mjaft t\u00eb afta t\u00eb dallojn\u00eb kur dikush ka marr\u00eb ndihm\u00eb nga IA.<\/p>\n

Mjafton t\u00eb shoh\u00ebsh qindra njer\u00ebzit q\u00eb kan\u00eb p\u00ebrdorur LLM p\u00ebr t\u00eb shkruar aplikimet p\u00ebr praktikat profesionale t\u00eb\u00a0The Economist<\/i><\/em>, apo ministrat e qeverive q\u00eb kan\u00eb d\u00ebrguar tekste t\u00eb gjeneruara nga IA p\u00ebr rubrik\u00ebn ton\u00eb\u00a0By Invitation<\/i><\/em>\u00a0(\u00ebsht\u00eb tunduese, por nuk do t\u2019ua p\u00ebrmendim emrat).<\/p>\n

Hulumtimi i The Economist mbi ve\u00e7orit\u00eb stilistike t\u00eb chatbot-eve m\u00eb t\u00eb m\u00ebdhenj tregon se, me \u00e7do p\u00ebrdit\u00ebsim, shkrimi i IA-s\u00eb po i afrohet gjithnj\u00eb e m\u00eb shum\u00eb atij njer\u00ebzor.<\/p>\n

Ne krahasuam tekstet e prodhuara nga modelet e m\u00ebdha gjuh\u00ebsore me proz\u00eb q\u00eb e dim\u00eb me siguri se \u00ebsht\u00eb shkruar nga njer\u00ebz: tekstet tona. U k\u00ebrkuam 14 varianteve t\u00eb ChatGPT, Claude, Gemini dhe Grok, t\u00eb publikuara q\u00eb nga viti 2024, t\u00eb shkruanin versione t\u00eb artikujve tan\u00eb pa p\u00ebrdorur internetin.<\/p>\n

Krahasimi p\u00ebrfshiu 55,940 fjali dhe 1.2 milion\u00eb fjal\u00eb, nd\u00ebrsa rezultatet i verifikuam edhe kundrejt teksteve nga gazeta t\u00eb tjera dhe romaneve t\u00eb suksesshme.<\/p>\n

Zbuluam se disa nga shenjat q\u00eb dikur e tradhtonin shkrimin e IA-s\u00eb \u2014 si p\u00ebrdorimi i tep\u00ebrt i vijave t\u00eb gjata ose i zhargonit t\u00eb biznesit, me fjal\u00eb si \u2018leveraging\u2019 (\u2018shfryt\u00ebzim\u2019) \u2014 tani shfaqen shum\u00eb m\u00eb rrall\u00eb.<\/p>\n

\u00cbsht\u00eb nj\u00eb lajm i mir\u00eb q\u00eb shkrimi i IA-s\u00eb po p\u00ebrmir\u00ebsohet. T\u00eb p\u00ebrballesh me mas\u00ebn e teksteve t\u00eb dob\u00ebta q\u00eb prodhohen sot t\u00eb lodh mendjen dhe t\u00eb merr koh\u00eb.<\/p>\n

Nj\u00eb studim i fundit zbuloi se modelet e m\u00ebdha gjuh\u00ebsore e kan\u00eb trefishuar numrin e librave t\u00eb rinj elektronik\u00eb q\u00eb publikohen \u00e7do muaj n\u00eb Amazon, n\u00eb 300,000, nd\u00ebrsa sipas nj\u00eb vler\u00ebsimi,\u00a0ato hartojn\u00eb m\u00eb shum\u00eb se nj\u00eb t\u00eb tret\u00ebn e faqeve t\u00eb reja t\u00eb internetit.<\/p>\n

N\u00ebse LLM-t\u00eb vazhdojn\u00eb t\u00eb p\u00ebrmir\u00ebsohen, pas disa vitesh mund t\u00eb shkruajn\u00eb po aq mir\u00eb sa profesionist\u00ebt e fjal\u00ebs. Deri at\u00ebher\u00eb, megjithat\u00eb, proza e tyre e fryr\u00eb e b\u00ebn edhe m\u00eb t\u00eb vlefshme aft\u00ebsin\u00eb p\u00ebr t\u00eb redaktuar.<\/p>\n

N\u00eb fund t\u00eb fundit, edhe shkrimtar\u00ebt m\u00eb t\u00eb mir\u00eb kan\u00eb nevoj\u00eb p\u00ebr nj\u00eb redaktor t\u00eb mir\u00eb q\u00eb t\u2019i mbaj\u00eb tekstet t\u00eb mprehta. Redaktimi \u00ebsht\u00eb di\u00e7ka me t\u00eb cil\u00ebn\u00a0The Economist<\/i><\/em>\u00a0merret \u00e7do dit\u00eb, ndaj ja disa k\u00ebshilla tona p\u00ebr rishkrimin e teksteve t\u00eb prodhuara nga IA.<\/p>\n

S\u00eb pari, jepni udh\u00ebzime t\u00eb mira. George R.R. Martin ka th\u00ebn\u00eb dikur se detyra e redaktor\u00ebve \u00ebsht\u00eb t\u2019ua \u201cpresin krah\u00ebt\u201d shkrimtar\u00ebve dhe \u201ct\u2019u tregojn\u00eb n\u00eb cilin drejtim t\u00eb fluturojn\u00eb\u201d. Kur b\u00ebhet fjal\u00eb p\u00ebr LLM-t\u00eb, kjo do t\u00eb thot\u00eb t\u2019u jepni udh\u00ebzime t\u00eb qarta p\u00ebr at\u00eb q\u00eb k\u00ebrkoni sakt\u00ebsisht dhe t\u2019u k\u00ebrkoni ta p\u00ebrmir\u00ebsojn\u00eb rezultatin sa her\u00eb t\u00eb jet\u00eb e nevojshme.<\/p>\n

Nga makinerit\u00eb do t\u00eb merrni m\u00eb pak kund\u00ebrshtime sesa nga njer\u00ebzit. Zoti Martin i quante redaktor\u00ebt \u201carmikun natyror t\u00eb shkrimtarit\u201d; IA me shum\u00eb gjas\u00eb do t\u00eb p\u00ebrgjigjej:<\/p>\n

\u201cV\u00ebzhgim shum\u00eb i mir\u00eb!\u201d dhe \u201cM\u00eb p\u00eblqen analogjia me armikun!\u201d<\/p>\n

S\u00eb dyti, kushtojini v\u00ebmendje holl\u00ebsive. Shkruesit me IA do t\u00eb b\u00ebjn\u00eb gabime dhe do t\u00eb prodhojn\u00eb fraza q\u00eb ting\u00ebllojn\u00eb mir\u00eb, por nuk thon\u00eb asgj\u00eb.<\/p>\n

Atyre u p\u00eblqen ta mbushin proz\u00ebn me fjal\u00eb me prejardhje latine, duke folur p\u00ebr \u201crrjedhje dykah\u00ebshe\u201d apo p\u00ebr m\u00ebnyr\u00ebn se si mund t\u00eb \u201cp\u00ebrshpejtohen p\u00ebrmir\u00ebsimet e rrjetit\u201d; kujtojuni se fjal\u00ebt m\u00eb t\u00eb thjeshta jan\u00eb shpesh m\u00eb t\u00eb forta dhe m\u00eb t\u00eb drejtp\u00ebrdrejta.<\/p>\n

Ato kan\u00eb qejf edhe metaforat klishe: \u201cthembra e Akilit\u201d shfaqet kudo. IA gjithashtu priret ta p\u00ebrdor\u00eb \u201crregullin e treshes\u201d shum\u00eb m\u00eb tep\u00ebr se njer\u00ebzit.<\/p>\n

Edhe\u00a0The Economist<\/i><\/em>\u00a0e p\u00eblqen k\u00ebt\u00eb teknik\u00eb retorike. Por nd\u00ebrsa ne p\u00ebrpiqemi t\u00eb grupojm\u00eb tri k\u00ebshilla q\u00eb kan\u00eb kuptim, IA prodhon fjali t\u00eb tep\u00ebrta si: \u201cMisteri \u00ebsht\u00eb zgjidhur \u2014 jo pjes\u00ebrisht, jo n\u00eb m\u00ebnyr\u00eb t\u00eb paqart\u00eb, por p\u00ebrfundimisht\u201d.\u00a0Fjali t\u00eb tilla duhen prer\u00eb \u2014 p\u00ebrfundimisht.<\/p>\n

S\u00eb fundi, njihni audienc\u00ebn tuaj. Redaktori \u00ebsht\u00eb nd\u00ebrmjet\u00ebsi mes autorit dhe lexuesit. LLM-t\u00eb priren t\u2019i b\u00ebjn\u00eb qejfin p\u00ebrdoruesit dhe toni i tyre tep\u00ebr servil shpesh nuk p\u00ebrshtatet me situat\u00ebn.<\/p>\n

N\u00ebse po shkruani nj\u00eb email p\u00ebr t\u2019i dh\u00ebn\u00eb shefit nj\u00eb lajm t\u00eb keq, thuajini bot-it t\u00eb mos p\u00ebrdor\u00eb pik\u00eb\u00e7udit\u00ebse.<\/p>\n

IA mund t\u00eb ting\u00eblloj\u00eb pretencioze ose moralizuese \u2014 n\u00eb fund t\u00eb fundit, \u00ebsht\u00eb trajnuar mbi shkrime njer\u00ebzore. Shumica e njer\u00ebzve kan\u00eb pak koh\u00eb, por nj\u00eb IA llafazane t\u00eb mban peng si ai tipi i m\u00ebrzitsh\u00ebm n\u00eb nj\u00eb fest\u00eb q\u00eb nuk t\u00eb l\u00eb t\u00eb largohesh.<\/p>\n

\u201cShkruaj i dehur, redakto es\u00ebll\u201d, thot\u00eb nj\u00eb maksim\u00eb e vjet\u00ebr e shkrimtar\u00ebve. N\u00ebse kjo \u00ebsht\u00eb e v\u00ebrtet\u00eb, at\u00ebher\u00eb kur ekipi njeri-IA t\u2019i futet pun\u00ebs, gjith\u00eb qejfi do t\u2019i mbetet IA-s\u00eb.<\/p>\n

Revista Monitor<\/p>\n","protected":false},"excerpt":{"rendered":"

30 Gusht 2026 T\u00eb shkruash \u00ebsht\u00eb e v\u00ebshtir\u00eb. P\u00ebr Franz Kafka-n, hedhja e fjal\u00ebve n\u00eb let\u00ebr ishte nj\u00eb proces \u201ctorturash t\u00eb pafundme\u201d. George Orwell thoshte se i ngjante \u201cnj\u00eb periudhe t\u00eb gjat\u00eb me nj\u00eb s\u00ebmundje t\u00eb dhimbshme\u201d. Hunter S. Thompson, gazetar, e shihte si t\u00eb kund\u00ebrt\u00ebn e seksit: \u201c\u00ebsht\u00eb mir\u00eb vet\u00ebm kur mbaron\u201d. Tani Inteligjenca […]<\/p>\n","protected":false},"author":9,"featured_media":105521,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[27,10,1,35],"tags":[],"class_list":["post-105520","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogu-i-udhetarit","category-kultura","category-njoftime-shtypi","category-shoqerore"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/08\/Inteligjenca-Artificiale-shkrim-artikujsh-1245.jpg?fit=834%2C469&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p5Z6wp-rrW","jetpack-related-posts":[{"id":102286,"url":"https:\/\/www.shqiperia.com\/blog\/ditmir-bushati-fryma-e-revoltes-nuk-do-te-shuhet\/","url_meta":{"origin":105520,"position":0},"title":"Ditmir Bushati: – Fryma e revolt\u00ebs nuk do t\u00eb shuhet","author":"Kurt Farka","date":"July 6, 2026","format":false,"excerpt":"6 Korrik 2026 Nga Ditmir Bushati E ARDHMJA \u00cbSHT\u00cb K\u00cbTU Kudo ku kam udh\u00ebtuar gjat\u00eb k\u00ebtyre jav\u00ebve p\u00ebr arsye pune, n\u00eb takime apo telefonata me miq anemban\u00eb bot\u00ebs, jam ndier krenar\u00eb p\u00ebr fjal\u00ebt e mira q\u00eb kam d\u00ebgjuar p\u00ebr Shqip\u00ebrin\u00eb. Pasqyrimi i protestave disa javore nga mediat prestigjioze nd\u00ebrkomb\u00ebtare e\u2026","rel":"","context":"In "Blogu i Udh\u00ebtarit"","block_context":{"text":"Blogu i Udh\u00ebtarit","link":"https:\/\/www.shqiperia.com\/blog\/category\/blogu-i-udhetarit\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/07\/Capture-71-1.jpg?fit=1195%2C681&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/07\/Capture-71-1.jpg?fit=1195%2C681&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/07\/Capture-71-1.jpg?fit=1195%2C681&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/07\/Capture-71-1.jpg?fit=1195%2C681&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/07\/Capture-71-1.jpg?fit=1195%2C681&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":101871,"url":"https:\/\/www.shqiperia.com\/blog\/si-do-benim-ne-pa-ty-letra-tallese-e-arkitektit-holandez-per-ramen-mos-bej-me-zgjedhje-shpallu-mbret-se-ke-shume-shije\/","url_meta":{"origin":105520,"position":1},"title":"\u201cSi do b\u00ebnim ne pa ty\u201d, letra tall\u00ebse e arkitektit holandez p\u00ebr Ram\u00ebn: – Mos b\u00ebj m\u00eb zgjedhje, shpallu mbret se ke shum\u00eb shije","author":"Kurt Farka","date":"June 27, 2026","format":false,"excerpt":"27 Qershor 2026 Reinier de Graaf \u00ebsht\u00eb nj\u00eb arkitekt i njohur holandez, partner n\u00eb studion e famshme OMA. Por ai \u00ebsht\u00eb edhe nj\u00eb autor librash, kritik i mpreht\u00eb i arkitektur\u00ebs bashk\u00ebkohore dhe marr\u00ebdh\u00ebnies s\u00eb saj me parat\u00eb dhe pushtetin. 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Megjithat\u00eb, ajo q\u00eb dikur dukej si fantastiko-shkencore, tani po konsiderohet si nj\u00eb mund\u00ebsi reale, dhe madje\u2026","rel":"","context":"In "Blogu i Udh\u00ebtarit"","block_context":{"text":"Blogu i Udh\u00ebtarit","link":"https:\/\/www.shqiperia.com\/blog\/category\/blogu-i-udhetarit\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/08\/auto_Screenshot_191787667618.jpg?fit=900%2C616&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/08\/auto_Screenshot_191787667618.jpg?fit=900%2C616&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/08\/auto_Screenshot_191787667618.jpg?fit=900%2C616&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.shqiperia.com\/blog\/wp-content\/uploads\/2026\/08\/auto_Screenshot_191787667618.jpg?fit=900%2C616&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":103777,"url":"https:\/\/www.shqiperia.com\/blog\/pse-po-bien-nga-shkembinjte-femrat-e-breshkave-ne-maqedonine-e-veriut\/","url_meta":{"origin":105520,"position":3},"title":"Pse po bien nga shk\u00ebmbinjt\u00eb femrat e breshkave n\u00eb Maqedonin\u00eb e Veriut?","author":"Kurt Farka","date":"August 4, 2026","format":false,"excerpt":"5 Gusht 2026 N\u00eb ishullin e mbrojtur rrept\u00ebsisht t\u00eb Golem Gradit n\u00eb Maqedonin\u00eb e Veriut, breshkat po e \u00e7ojn\u00eb popullat\u00ebn e tyre drejt shkat\u00ebrrimit. 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