{"id":40154,"date":"2020-01-31T20:49:33","date_gmt":"2020-01-31T17:49:33","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya"},"modified":"2020-01-31T20:49:33","modified_gmt":"2020-01-31T17:49:33","slug":"intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/intellekt-sposobnost-obekta-adaptirovat-svoe-povedenie-k-okruzhayushhej-srede-s-czelyu-svoego-sohraneniya-vyzhivaniya","title":{"rendered":"Inteligjenca \u00ebsht\u00eb aft\u00ebsia e nj\u00eb subjekti p\u00ebr t\u00eb p\u00ebrshtatur sjelljen e tij ndaj mjedisit p\u00ebr t\u00eb siguruar mbijetes\u00ebn e tij.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h4>P\u00ebrmbledhje<\/h4>\n<p>\nE gjith\u00eb bota flet p\u00ebr Inteligjenc\u00ebn Artificiale, por ja paradoksi! Nuk ka ende nj\u00eb p\u00ebrkufizim t\u00eb pranuar, t\u00eb kuptuesh\u00ebm, arsyesh\u00ebm dhe t\u00eb thell\u00eb p\u00ebr at\u00eb q\u00eb \u00ebsht\u00eb \"inteligjenca\" (nuk po flas as p\u00ebr t\u00eb mir\u00ebn, as p\u00ebr at\u00eb artificiale)! Pse t\u00eb mos marrim guximin p\u00ebr t\u00eb gjetur dhe ofruar nj\u00eb p\u00ebrkufizim t\u00eb till\u00eb? Sepse p\u00ebrkufizimi \u00ebsht\u00eb themeli mbi t\u00eb cilin nd\u00ebrtohet gjith\u00e7ka tjet\u00ebr, apo jo? Si mund ta nd\u00ebrtojm\u00eb AI-n\u00eb n\u00ebse secili i sheh gj\u00ebrat ndryshe q\u00eb duhet t\u00eb jen\u00eb baza? Le t\u00eb fillojm\u00eb...<\/p>\n<p>Fjal\u00eb ky\u00e7e: inteligjenc\u00eb, aft\u00ebsi, pron\u00eb, objekt, adaptim, sjellje, mjedis, ruajtje, mbijetes\u00eb.<\/p>\n<p>P\u00ebr p\u00ebrshkrimin e p\u00ebrkufizimeve ekzistuese t\u00eb inteligjenc\u00ebs \u00ebsht\u00eb p\u00ebrdorur artikulli \"A Collection of Definitions of Intelligence\" (S. Legg, M. Hutter. A Collection of Definitions of Intelligence (2007), <noindex><a rel=\"nofollow\" href=\"http:\/\/arxiv.org\/abs\/0706.3639\">arxiv.org\/abs\/0706.3639<\/a><\/noindex>), citatet e t\u00eb cilave jan\u00eb paraqitur s\u00eb bashku me komentet (<i>kursiv<\/i>).<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h4>Hyrje<\/h4>\n<p>\nKy artikull (A Collection of\u2026) paraqet nj\u00eb p\u00ebrmbledhje t\u00eb nj\u00eb numri t\u00eb madh (m\u00eb shum\u00eb se 70!) t\u00eb p\u00ebrkufizimeve jozyrtare t\u00eb termit \"inteligjenc\u00eb\", t\u00eb cilat autor\u00ebt i kan\u00eb grumbulluar gjat\u00eb shum\u00eb viteve. Natyrisht, p\u00ebrpilimi i nj\u00eb liste t\u00eb plot\u00eb do t\u00eb ishte i pamundur, pasi shum\u00eb p\u00ebrkufizime t\u00eb inteligjenc\u00ebs jan\u00eb thell\u00ebsisht t\u00eb fshehura n\u00eb artikuj dhe libra. Megjithat\u00eb, p\u00ebrkufizimet e paraqitura k\u00ebtu jan\u00eb koleksioni m\u00eb i madh, i pajisur me referenca t\u00eb detajuara...<\/p>\n<p>Pavar\u00ebsisht historis\u00eb s\u00eb gjat\u00eb t\u00eb hulumtimeve dhe debateve, ende nuk ekziston nj\u00eb p\u00ebrkufizim referenc\u00eb p\u00ebr inteligjenc\u00ebn. Disa e kan\u00eb \u00e7uar k\u00ebt\u00eb n\u00eb mendimin se inteligjenca mund t\u00eb p\u00ebrcaktohet vet\u00ebm n\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb p\u00ebraf\u00ebrt, dhe jo plot\u00ebsisht. Ne mendojm\u00eb se nj\u00eb nivel i till\u00eb pesimizmi \u00ebsht\u00eb tep\u00ebr i fort\u00eb. Edhe pse nuk ka nj\u00eb p\u00ebrkufizim t\u00eb vet\u00ebm referenc\u00eb, po t\u00eb shohim shum\u00eb nga ato q\u00eb jan\u00eb propozuar, shpejt b\u00ebhet e qart\u00eb se ka shum\u00eb ngjashm\u00ebri midis shum\u00eb p\u00ebrkufizimeve.<\/p>\n<h4>P\u00ebrkufizimi i inteligjenc\u00ebs<\/p>\n<p>P\u00ebrkufizime nga burime t\u00eb p\u00ebrgjithshme (fjalor\u00eb, enciklopedi etj.)<\/h4>\n<p>\n<i>(jan\u00eb dh\u00ebn\u00eb 3 p\u00ebrkufizimet m\u00eb t\u00eb mira nga 18, t\u00eb cilat jan\u00eb dh\u00ebn\u00eb n\u00eb k\u00ebt\u00eb seksion t\u00eb artikullit origjinal. Zgjedhja u b\u00eb sipas kriterit \u2013 gjer\u00ebsia dhe thell\u00ebsia e p\u00ebrfshirjes s\u00eb ve\u00e7orive \u2013 aft\u00ebsive, karakteristikave, parametrave etj., t\u00eb p\u00ebrfshira n\u00eb p\u00ebrkufizim)<\/i>.<\/p>\n<ul>\n<li>Aft\u00ebsia p\u00ebr t\u00eb u adaptuar n\u00eb m\u00ebnyr\u00eb efektive n\u00eb mjedis, ose duke b\u00ebr\u00eb ndryshime n\u00eb veten e tij, ose duke ndryshuar mjedisin, ose duke k\u00ebrkuar nj\u00eb t\u00eb re\u2026<\/li>\n<li>Inteligjenca nuk \u00ebsht\u00eb nj\u00eb proces i vet\u00ebm mendor, por m\u00eb shum\u00eb nj\u00eb kombinim i shum\u00eb proceseve mendore q\u00eb synojn\u00eb adaptimin efektiv n\u00eb mjedis.<\/li>\n<\/ul>\n<p>\n<i>Adaptimi \u00ebsht\u00eb rezultati i shfaqjes s\u00eb shum\u00eb ve\u00e7orive t\u00eb paqarta, q\u00eb formojn\u00eb inteligjenc\u00ebn. \u00cbsht\u00eb e r\u00ebnd\u00ebsishme q\u00eb t\u00eb p\u00ebrmendet mjedisi \u2013 i ekzistuesh\u00ebm ose madje i ri.<\/i><\/p>\n<ul>\n<li>Aft\u00ebsia p\u00ebr t\u00eb m\u00ebsuar dhe kuptuar, ose p\u00ebr t\u00eb trajtuar situata t\u00eb reja ose t\u00eb komplikuara;<\/li>\n<li>P\u00ebrdorimi i aft\u00eb i mendjes;<\/li>\n<li>Aft\u00ebsia p\u00ebr t\u00eb aplikuar dijen p\u00ebr t\u00eb ndikuar n\u00eb mjedis, ose aft\u00ebsia p\u00ebr t\u00eb menduar n\u00eb m\u00ebnyr\u00eb abstrakte, si\u00e7 matet kjo aft\u00ebsi me kritere objektive (n\u00eb testim).<\/li>\n<\/ul>\n<p>\n<i>\u00cbsht\u00eb e r\u00ebnd\u00ebsishme q\u00eb t\u00eb p\u00ebrmendet mjedisi! Disavantazhet:<\/p>\n<ul>\n<li>P\u00ebrmes lidhjes \"ose\" lidhen kategori t\u00eb ndryshme: \"aft\u00ebsia p\u00ebr t\u00eb m\u00ebsuar\" dhe \"t\u00eb trajtojn\u00eb situata t\u00eb reja\".<\/li>\n<li>Dhe \"p\u00ebrdorimi i aft\u00eb i mendjes\" nuk \u00ebsht\u00eb aspak i p\u00ebrshtatsh\u00ebm p\u00ebr p\u00ebrkufizim.<\/li>\n<\/ul>\n<p><\/i><\/p>\n<ul>\n<li>Njer\u00ebzit dallohen nga nj\u00ebri-tjetri p\u00ebr aft\u00ebsit\u00eb e tyre p\u00ebr t\u00eb kuptuar ide t\u00eb komplikuara, efektivitetin e adaptimit n\u00eb mjedis, t\u00eb m\u00ebsuarit nga p\u00ebrvoja e tyre, angazhimin n\u00eb forma t\u00eb ndryshme t\u00eb arsyetimit, duke tejkaluar pengesat p\u00ebrmes reflektimit.<\/li>\n<\/ul>\n<p>\n<i>Megjithat\u00eb, t\u00eb pakt\u00ebn njer\u00ebzit jan\u00eb t\u00eb p\u00ebrmendur, pra njeriu, q\u00eb ka aft\u00ebsi! Efektiviteti i adaptueshm\u00ebris\u00eb \u00ebsht\u00eb i r\u00ebnd\u00ebsish\u00ebm, por vet\u00eb adaptimi nuk p\u00ebrmendet n\u00eb list\u00eb! Tejkalimi i pengesave \u00ebsht\u00eb, n\u00eb thelb, zgjidhja e problemeve.<\/i><\/p>\n<h4>P\u00ebrshkrimet e dh\u00ebna nga psikolog\u00ebt (jan\u00eb paraqitur 3 m\u00eb t\u00eb mirat nga 35 p\u00ebrkufizimet)<\/h4>\n<p><\/p>\n<ul>\n<li>M\u00eb p\u00eblqen ta quaj inteligjenc\u00ebn \"inteligjenc\u00eb t\u00eb suksesshme\". Arsyeja \u00ebsht\u00eb se theksi b\u00ebhet n\u00eb p\u00ebrdorimin e inteligjenc\u00ebs p\u00ebr t\u00eb arritur suksesin n\u00eb jet\u00eb. Prandaj e p\u00ebrcaktoj inteligjenc\u00ebn si nj\u00eb aft\u00ebsi p\u00ebr t\u00eb arritur at\u00eb q\u00eb d\u00ebshiron t\u00eb arrish n\u00eb jet\u00eb n\u00eb kontekstin sociokulturor, q\u00eb do t\u00eb thot\u00eb se njer\u00ebzit kan\u00eb q\u00ebllime t\u00eb ndryshme: p\u00ebr disa kjo \u00ebsht\u00eb arritja e notave shum\u00eb t\u00eb mira n\u00eb shkoll\u00eb dhe kalimi i suksessh\u00ebm i testeve, p\u00ebr disa ndoshta t\u00eb b\u00ebhen basketbollist t\u00eb shk\u00eblqyer, ose aktore, ose muzikante.<\/li>\n<\/ul>\n<p>\n<i>Q\u00ebllimi \u00ebsht\u00eb qart\u00eb arritja e suksesit n\u00eb jet\u00eb, por kjo \u00ebsht\u00eb gjith\u00e7ka\u2026<\/i><\/p>\n<p>Nga nj\u00eb pik\u00ebpamje e p\u00ebrgjithshme, intelligjenca \u00ebsht\u00eb aty ku nj\u00eb kafsh\u00eb ose njeri ndjen, edhe pse n\u00eb m\u00ebnyr\u00eb t\u00eb paqart\u00eb, r\u00ebnd\u00ebsin\u00eb e sjelljes s\u00eb tij n\u00eb lidhje me q\u00ebllimin. Nga shum\u00eb definita t\u00eb nd\u00ebrmarra nga psikolog\u00ebt p\u00ebr t\u00eb p\u00ebrcaktuar at\u00eb q\u00eb \u00ebsht\u00eb e paqart\u00eb, m\u00eb shum\u00eb ose m\u00eb pak t\u00eb pranueshme jan\u00eb:<\/p>\n<ol>\n<li>aft\u00ebsia p\u00ebr t'u p\u00ebrgjigjur ndaj situatave t\u00eb reja ose p\u00ebr t\u00eb m\u00ebsuar t\u00eb b\u00ebj\u00eb k\u00ebt\u00eb p\u00ebrmes reagimeve t\u00eb reja adaptive, dhe<\/li>\n<li>aft\u00ebsia p\u00ebr t\u00eb kryer teste apo p\u00ebr t\u00eb zgjidhur probleme, e cila p\u00ebrfshin kapjen e lidhjeve, nd\u00ebrsa niveli i inteligjenc\u00ebs \u00ebsht\u00eb proporcional me kompleksitetin ose abstrakt\u00ebsin\u00eb, ose t\u00eb dyja s\u00eb bashku.<\/li>\n<\/ol>\n<p>\n<i>K\u00ebshtu, u krijua nj\u00eb hierarki: \"Nga nj\u00eb pik\u00ebpamje e p\u00ebrgjithshme...\", kjo \u00ebsht\u00eb tashm\u00eb mir\u00eb. Por k\u00ebtu gjith\u00e7ka pozitive p\u00ebrfundon...<\/p>\n<ol>\n<li>Tautologji: t\u00eb p\u00ebrgjigjesh... p\u00ebrmes reagimeve t\u00eb reja adaptive. Nuk ka r\u00ebnd\u00ebsi \u2014 me reagime t\u00eb vjetra ose t\u00eb reja, e r\u00ebnd\u00ebsishme \u00ebsht\u00eb t\u00eb reagosh!<\/li>\n<li>Tani p\u00ebr testet... Kapja e lidhjeve \u00ebsht\u00eb e mir\u00eb, por shum\u00eb larg\u00ebsisht e pamjaftueshme!<\/li>\n<\/ol>\n<p><\/i><\/p>\n<ul>\n<li>Intelligjenca nuk \u00ebsht\u00eb nj\u00eb aft\u00ebsi e vetme, por nj\u00eb p\u00ebrb\u00ebrje q\u00eb p\u00ebrb\u00ebhet nga disa funksione. Ajo do t\u00eb thot\u00eb nj\u00eb kombinim aft\u00ebsish t\u00eb nevojshme p\u00ebr mbijetes\u00eb dhe zhvillim brenda nj\u00eb kulture t\u00eb caktuar.<\/li>\n<\/ul>\n<p>\n<i>O, m\u00eb n\u00eb fund u p\u00ebrcaktua mbijetes\u00ebn p\u00ebrmes intelligjenc\u00ebs! Por \u00ebsht\u00eb humbur gjith\u00e7ka tjet\u00ebr...<\/i><\/p>\n<h4>P\u00ebrshkrimet e dh\u00ebna nga studiuesit e AI (3 m\u00eb t\u00eb mirat nga 18)<\/h4>\n<p><\/p>\n<ul>\n<li>Agjenti inteligjent b\u00ebn at\u00eb q\u00eb] p\u00ebrputhet me rrethanat dhe q\u00ebllimin e tij; ai \u00ebsht\u00eb fleksib\u00ebl n\u00eb lidhje me kushtet q\u00eb ndryshojn\u00eb dhe me q\u00ebllimet q\u00eb ndryshojn\u00eb, ai m\u00ebson nga p\u00ebrvoja e tij dhe b\u00ebn zgjedhjen p\u00ebrkat\u00ebse, e cila \u00ebsht\u00eb e kufizuar nga perceptimi dhe mund\u00ebsit\u00eb e p\u00ebrpunimit.<\/li>\n<\/ul>\n<p>\n<i>Mund\u00ebsisht, ky \u00ebsht\u00eb definicioni m\u00eb i mir\u00eb (nga t\u00eb gjitha k\u00ebtu t\u00eb paraqitura) p\u00ebr intelligjenc\u00ebn.<br \/>\nQ\u00ebllimi \u2014 \u00ebsht\u00eb i sh\u00ebnuar, megjithat\u00eb, nuk \u00ebsht\u00eb specifikuar.<\/p>\n<p>Adaptiviteti \u2014 si n\u00eb kushte ashtu edhe n\u00eb q\u00ebllim. Kjo e fundit do t\u00eb thot\u00eb se nuk ka nj\u00eb koncept p\u00ebr q\u00ebllimin kryesor!<\/p>\n<p>M\u00ebsimi \u2014 identifikimi (sidoqoft\u00eb, \u00ebsht\u00eb qart\u00eb i paqart\u00eb) i karakteristikave t\u00eb mjedisit, kujtesa, p\u00ebrdorimi.<br \/>\nZgjedhja \u2014 do t\u00eb thot\u00eb se n\u00ebnkuptohen kriteret.<\/p>\n<p>Kufizimet \u2014 n\u00eb perceptim dhe n\u00eb ndikim.<\/i><\/p>\n<ul>\n<li>\u00abAft\u00ebsia p\u00ebr t\u00eb m\u00ebsuar di\u00e7ka \u00ebsht\u00eb aft\u00ebsi t\u00eb nevojshme, t\u00eb pavarura nga fusha e njohurive, t\u00eb nevojshme p\u00ebr t\u00eb fituar nj\u00eb gam\u00eb t\u00eb gjer\u00eb t\u00eb njohurive dhe aft\u00ebsive t\u00eb orientuara nga subjekti. Arritja e k\u00ebtij \u201cAI t\u00eb P\u00ebrgjithsh\u00ebm\u201d k\u00ebrkon nj\u00eb sistem jasht\u00ebzakonisht adaptiv, universale, i cili mund t\u00eb fitoj\u00eb vet\u00eb nj\u00eb gam\u00eb jasht\u00ebzakonisht t\u00eb gjer\u00eb t\u00eb njohurive dhe aft\u00ebsive specifike dhe mund t\u00eb p\u00ebrmir\u00ebsoj\u00eb aft\u00ebsit\u00eb e tij kognitive p\u00ebrmes vet\u00eb-arsimit\u00bb.<\/li>\n<\/ul>\n<p>\n<i>Duket se k\u00ebtu aft\u00ebsia p\u00ebr t\u00eb m\u00ebsuar di\u00e7ka \u00ebsht\u00eb q\u00ebllimi kryesor... Dhe nga kjo rrjedhin karakteristikat e AI t\u00eb P\u00ebrgjithsh\u00ebm \u2014 adaptiviteti i lart\u00eb, universalisht...<\/i><\/p>\n<ul>\n<li>Sistemet inteligjente duhet t\u00eb funksionojn\u00eb, dhe t\u00eb funksionojn\u00eb mir\u00eb, n\u00eb shum\u00eb ambiente t\u00eb ndryshme. Inteligjenca e tyre u lejon t\u00eb maksimizojn\u00eb probabilitetin e suksesit, edhe n\u00ebse nuk ka njohuri t\u00eb plota n\u00eb lidhje me situat\u00ebn. Funksionimi i sistemeve inteligjente nuk mund t\u00eb konsiderohet ve\u00e7mas nga mjedisi, nga situata specifike, p\u00ebrfshir\u00eb edhe q\u00ebllimin.<\/li>\n<\/ul>\n<p>\n<i>\u00c7far\u00eb n\u00ebnkupton \"t\u00eb funksionosh mir\u00eb\"? N\u00eb \u00e7far\u00eb p\u00ebrb\u00ebhet suksesi?<\/i><\/p>\n<h4>Mund\u00ebsia p\u00ebr nj\u00eb p\u00ebrshkrim t\u00eb p\u00ebrbashk\u00ebt<\/h4>\n<p>\nN\u00ebse nga definitat e shqyrtuara \u00abnxjerrim\u00bb funksionet (karakteristikat, karakteristikat etj.) q\u00eb hasen shpesh, do t\u00eb gjejm\u00eb se intelligjenca:<\/p>\n<ul>\n<li>Ky \u00ebsht\u00eb nj\u00eb atribut q\u00eb nj\u00eb agjent individual e ka gjat\u00eb nd\u00ebrveprimit t\u00eb tij me mjedisin\/mjediset.<\/li>\n<li>Ky atribut i referohet aft\u00ebsis\u00eb s\u00eb agjentit p\u00ebr t\u00eb arritur sukses ose dobi n\u00eb lidhje me nj\u00eb q\u00ebllim ose nj\u00eb detyr\u00eb.<\/li>\n<li>Ky atribut varet nga ajo se sa agjenti \u00ebsht\u00eb n\u00eb gjendje dhe duhet t\u00eb adaptohet n\u00eb q\u00ebllime t\u00eb ndryshme dhe mjedise.<\/li>\n<\/ul>\n<p>\nP\u00ebrdorimi i p\u00ebrbashk\u00ebt i k\u00ebtyre atributeve ky\u00e7 ofron nj\u00eb definicion joformale t\u00eb intelligjenc\u00ebs: Intelligjenca matet nga aft\u00ebsia e agjentit p\u00ebr t\u00eb arritur q\u00ebllime n\u00eb nj\u00eb gam\u00eb t\u00eb gjer\u00eb kushtesh.<\/p>\n<p><i><b>Por prit, na nevojitet nj\u00eb p\u00ebrgjigje n\u00eb pyetjen: \u00e7far\u00eb \u00ebsht\u00eb intelligjenca, e jo si (apo \u00e7far\u00eb) matet (vler\u00ebsohet)<\/b>! Mund t\u00eb justifikosh autor\u00ebt e artikullit duke th\u00ebn\u00eb se k\u00ebto definita jan\u00eb pothuajse tremb\u00ebdhjet\u00eb vje\u00e7are, dhe pritet q\u00eb gjat\u00eb viteve t\u00eb kaluara di\u00e7ka ka duhur t\u00eb ndryshoj\u00eb \u2014 sepse fusha IT po zhvillohet me ritme t\u00eb frikshme... Por m\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb shembull nga artikulli i vitit 2012, (M.Hutter, Nj\u00eb Dekad\u00eb e Inteligjenc\u00ebs Artificiale Universale, <noindex><a rel=\"nofollow\" href=\"http:\/\/www.hutter1.net\/publ\/uaigentle.pdf\">www.hutter1.net\/publ\/uaigentle.pdf<\/a><\/noindex>) ku n\u00eb definicionin e intelligjenc\u00ebs asgj\u00eb praktikisht nuk ka ndryshuar<\/i>:<\/p>\n<p>Reflektimi, krijimtaria, asocimi, p\u00ebrmbledhja, njohja e modeleve, zgjidhja e problemeve, memorizimi, planifikimi, arritja e q\u00ebllimeve, m\u00ebsimi, optimalizimi, mbijetes\u00ebs, shikimi, procesimi i gjuh\u00ebs, klasifikimi, induksioni dhe deduksioni, grumbullimi dhe p\u00ebrpunimi i njohurive... Duket se \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb jepet nj\u00eb definicion i sakt\u00eb i inteligjenc\u00ebs q\u00eb p\u00ebrfshin \u00e7do aspekt t\u00eb saj.<\/p>\n<p><i>Prap\u00eb t\u00eb nj\u00ebjtat probleme (madje - edhe m\u00eb shum\u00eb) me definimin, ashtu si 8 vjet m\u00eb par\u00eb: jan\u00eb dh\u00ebn\u00eb shfaqjet e inteligjenc\u00ebs n\u00eb form\u00ebn e nj\u00eb liste t\u00eb pa strukturueshme t\u00eb karakteristikave!<br \/>\n<\/i><br \/>\nDefinimi i inteligjenc\u00ebs n\u00eb Wikipedia (arritje m\u00eb 22 maj 2016):<br \/>\n\"Inteligjenca (nga latinishtja intellectus - ndjenja, perceptimi, kuptimi, ideja, arsyetimi) \u00ebsht\u00eb cil\u00ebsia e mendjes, e cila p\u00ebrfshin aft\u00ebsin\u00eb p\u00ebr t'u adaptuar ndaj situatave t\u00eb reja, aft\u00ebsin\u00eb p\u00ebr t\u00eb m\u00ebsuar nga p\u00ebrvoja, p\u00ebr t\u00eb kuptuar dhe p\u00ebrdorur konceptet abstrakte dhe p\u00ebr t\u00eb p\u00ebrdorur njohurit\u00eb e tij p\u00ebr t\u00eb kontrolluar mjedisin p\u00ebrreth. Aft\u00ebsia e p\u00ebrgjithshme p\u00ebr njohjen dhe zgjidhjen e v\u00ebshtir\u00ebsive, q\u00eb bashkon t\u00eb gjitha aft\u00ebsit\u00eb njoh\u00ebse t\u00eb njeriut: ndjenja, perceptimi, memoria, imagjinata, mendimi, p\u00ebrfytyrimi.\"<\/p>\n<p>E nj\u00ebjta Wikipedia, por n\u00eb redaktimin e saj m\u00eb t\u00eb fundit m\u00eb 24 janar 2020: <br \/>\n\"Inteligjenca (nga latinishtja intellectus \"perceptimi\", \"kuptimi\", \"ideja\", \"arsyetimi\") ose mendja \u00ebsht\u00eb cil\u00ebsia e mendjes q\u00eb p\u00ebrfshin aft\u00ebsin\u00eb p\u00ebr t'u adaptuar ndaj situatave t\u00eb reja, aft\u00ebsin\u00eb p\u00ebr t\u00eb m\u00ebsuar dhe mbajtur mend n\u00eb baz\u00eb t\u00eb p\u00ebrvoj\u00ebs, p\u00ebr t\u00eb kuptuar dhe aplikuar konceptet abstrakte dhe p\u00ebr t\u00eb p\u00ebrdorur njohurit\u00eb e tij p\u00ebr t\u00eb kontrolluar mjedisin rreth njeriut. Aft\u00ebsia e p\u00ebrgjithshme p\u00ebr njohjen dhe zgjidhjen e problemeve q\u00eb bashkon aft\u00ebsit\u00eb njoh\u00ebse: ndjenja, perceptimi, memoria, imagjinata, mendimi, si dhe v\u00ebmendjen, vullnetin dhe refleksionin.\"<\/p>\n<p>Ka kaluar kaq shum\u00eb koh\u00eb, por ne shohim akoma t\u00eb nj\u00ebjt\u00ebn gj\u00eb - nj\u00eb grup karakteristikash pa asnj\u00eb struktur\u00eb... Dhe me referenc\u00eb p\u00ebr njeriun - mbajt\u00ebsin e inteligjenc\u00ebs, vet\u00ebm n\u00eb fund t\u00eb tekstit. Kjo do t\u00eb thot\u00eb se b\u00ebhet nj\u00eb z\u00ebvend\u00ebsim: \"Objekti abstrakt me inteligjenc\u00eb &#8212;&gt; Njeriu me inteligjenc\u00eb\" dhe m\u00eb pas zhvillohet n\u00eb k\u00ebt\u00eb definicion: \"\u00c7far\u00eb i nevojitet Njeriut p\u00ebr t\u00eb qen\u00eb inteligjent?\" nuk duket e mundur. Ose kjo z\u00ebvend\u00ebsim sjell d\u00ebshira banale: Njeriu, p\u00ebr t\u00eb qen\u00eb inteligjent, duhet t\u00eb fitoj\u00eb aft\u00ebsin\u00eb p\u00ebr t'u adaptuar ndaj situatave t\u00eb reja, p\u00ebr t\u00eb m\u00ebsuar nga p\u00ebrvoja, p\u00ebr t\u00eb kuptuar dhe aplikuar konceptet abstrakte dhe p\u00ebr t\u00eb p\u00ebrdorur njohurit\u00eb e tij p\u00ebr t\u00eb menaxhuar mjedisin etj. N\u00eb p\u00ebrfundim, k\u00ebshtu mund t\u00eb b\u00ebhesh i men\u00e7ur, e jo i paditsh\u00ebm...<\/p>\n<p><b>P\u00ebr k\u00ebt\u00eb arsye, mbi baz\u00ebn e asaj q\u00eb u shpreh, propozohet definicioni i m\u00ebposht\u00ebm, i lidhur me Objekte, sepse inteligjenca nuk mund t\u00eb \"vizitoj\u00eb ajrin\", ajo domosdoshm\u00ebrisht \u00ebsht\u00eb aft\u00ebsi e dikujt. E nj\u00ebjta gj\u00eb vlen dhe p\u00ebr sjelljen, e cila mund t\u00eb jet\u00eb vet\u00ebm e dikujt ose di\u00e7kaje:<\/b><\/p>\n<p><b>Inteligjenca e Objektit \u00ebsht\u00eb nj\u00eb grup aft\u00ebsish q\u00eb p\u00ebrdoren n\u00eb:<br \/>\n(1) Identifikimin, formalizimin dhe memorizimin (n\u00eb form\u00ebn e nj\u00eb modeli) t\u00eb ligjeve t\u00eb gjendjes dhe\/ose sjelljes:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.1) Mjedisit jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.2) Mjedisit t\u00eb brendsh\u00ebm t\u00eb Objektit.<br \/>\n(2) Modelimit p\u00ebrpar\u00ebsor t\u00eb gjendjeve dhe\/ose mund\u00ebsive t\u00eb sjelljes:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.1) N\u00eb Mjedisin jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.2) Mjedisit t\u00eb brendsh\u00ebm t\u00eb Objektit.<br \/>\n(3) Krijimin e nj\u00eb p\u00ebrshkrimi t\u00eb gjendjes dhe\/ose ekzekutimin e sjelljes s\u00eb Objektit, t\u00eb adaptuar:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.1) N\u00eb Mjedisin jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.2) N\u00eb Mjedisin e brendsh\u00ebm t\u00eb Objektit<br \/>\nme kushtin e maksimizimit t\u00eb raportit Sjellja e Objektit\/Zgjedhjet p\u00ebr sjellje<br \/>\nt\u00eb Objektit me q\u00ebllim ruajtjen (ekzistenc\u00ebs, vazhdim\u00ebsis\u00eb, jet\u00ebgjat\u00ebsis\u00eb) t\u00eb Objektit n\u00eb Mjedisin<br \/>\nrreth.<\/b><\/p>\n<p>Ja si duket n\u00eb skem\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"Inteligjenca \u00ebsht\u00eb aft\u00ebsia e nj\u00eb subjekti p\u00ebr t\u00eb p\u00ebrshtatur sjelljen e tij ndaj mjedisit p\u00ebr t\u00eb siguruar mbijetes\u00ebn e tij.\" src=\"\/wp-content\/uploads\/2020\/01\/129374b299b164f44092cecb0111e81a.jpeg\" style=\"display:block;margin: 0 auto;\" \/>\u00bb<\/p>\n<p>Tani mbi aplikimin e definicionit... E v\u00ebrteta, si\u00e7 thon\u00eb, \u00ebsht\u00eb gjithmon\u00eb konkrete. Prandaj, p\u00ebr t\u00eb testuar logjik\u00ebn e definicionit, duhet t\u00eb z\u00ebvend\u00ebsohet Objekti me ndonj\u00eb sistem konkret q\u00eb \u00ebsht\u00eb gjer\u00ebsisht i njohur dhe i qart\u00eb, p\u00ebr shembull... Nj\u00eb Makin\u00eb. Pra...<\/p>\n<p>Makin\u00eb me inteligjenc\u00eb - kjo \u00ebsht\u00eb nj\u00eb Makin\u00eb me nj\u00eb grup aft\u00ebsish q\u00eb p\u00ebrdoren n\u00eb:<br \/>\n(1) Identifikimin, formalizimin dhe memorizimin (n\u00eb form\u00ebn e nj\u00eb modeli) t\u00eb ligjeve t\u00eb gjendjes dhe\/ose sjelljes:<br \/>\n (1.1) Situat\u00ebn e rrug\u00ebs, dhe<br \/>\n (1.2) Mjedisin e brendsh\u00ebm t\u00eb Makin\u00ebs.<br \/>\n(2) Modelimit p\u00ebrpar\u00ebsor t\u00eb gjendjeve dhe\/ose mund\u00ebsive t\u00eb sjelljes:<br \/>\n (2.1) N\u00eb Situat\u00ebn e rrug\u00ebs, dhe<br \/>\n (2.2) Mjedisin e brendsh\u00ebm t\u00eb Makin\u00ebs<br \/>\n(3) Krijimit t\u00eb nj\u00eb p\u00ebrshkrimi t\u00eb gjendjes dhe\/ose realizimin e sjelljes s\u00eb Makin\u00ebs, t\u00eb adaptuar:<br \/>\n (3.1) N\u00eb Situat\u00ebn e rrug\u00ebs, dhe<br \/>\n (3.2) N\u00eb Mjedisin e brendsh\u00ebm t\u00eb Makin\u00ebs<br \/>\nme kushtin e maksimizimit t\u00eb raportit (Sjellja e Makin\u00ebs\/Zgjedhja p\u00ebr sjellje<br \/>\nt\u00eb Makin\u00ebs) me q\u00ebllim ruajtjen (ekzistenc\u00ebs, vazhdim\u00ebsis\u00eb, jet\u00ebgjat\u00ebsis\u00eb) t\u00eb Makin\u00ebs - si n\u00eb Situat\u00ebn e rrug\u00ebs, ashtu edhe n\u00eb Mjedisin e brendsh\u00ebm t\u00eb Makin\u00ebs.<\/p>\n<p>A \u00ebsht\u00eb vet\u00ebm un\u00eb q\u00eb shoh se automobili me k\u00ebto aft\u00ebsi quhet inteligjent? Pastaj nj\u00eb pyetje tjet\u00ebr: do t\u00eb v\u00ebrenit ndonj\u00eb ndryshim mes nj\u00eb udh\u00ebtimi me nj\u00eb shofer profesionist dhe nj\u00eb udh\u00ebtimi me k\u00ebt\u00eb Automobil Inteligjent?<\/p>\n<p><img decoding=\"async\" alt=\"Inteligjenca \u00ebsht\u00eb aft\u00ebsia e nj\u00eb subjekti p\u00ebr t\u00eb p\u00ebrshtatur sjelljen e tij ndaj mjedisit p\u00ebr t\u00eb siguruar mbijetes\u00ebn e tij.\" src=\"\/wp-content\/uploads\/2020\/01\/0e4fd2bdf68ca67323eab5def953c732.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nP\u00ebrgjigja \"JO\" do t\u00eb thot\u00eb:<\/p>\n<ol>\n<li>K\u00ebtu jepet nj\u00eb definicion i sakt\u00eb i inteligjenc\u00ebs: duke z\u00ebvend\u00ebsuar \"Objekti &#8212;&gt; Automobili\", nuk ndodhi ndonj\u00eb keqkuptim logjik apo ndonj\u00eb papajtueshm\u00ebri n\u00eb p\u00ebrshkrim.<\/li>\n<li>Nj\u00eb automobil me k\u00ebto aft\u00ebsi gjat\u00eb udh\u00ebtimit si\u00e7 duket kaloi testin \"automobil\" t\u00eb Turing-ut: pasagjeri n\u00eb udh\u00ebtim nuk vuri re ndonj\u00eb ndryshim mes automobilit q\u00eb drejtohet nga nj\u00eb shofer profesionist dhe k\u00ebtij Automobili. Ose n\u00eb p\u00ebrputhje t\u00eb plot\u00eb me formulimin e testit t\u00eb Turing-ut: \"N\u00ebse gjat\u00eb disa udh\u00ebtimesh me automobilin autonom dhe automobilin me shofer profesionist, pasagjeri nuk mund t\u00eb gjej\u00eb se cili automobili e \u00e7oi, at\u00ebher\u00eb p\u00ebr nivelin e 'mendimit n\u00eb kushte rrugore', automobilin autonom mund ta konsiderojm\u00eb t\u00eb barabart\u00eb me automobilin me shofer profesionist.\"<\/li>\n<\/ol>\n<p>\nAtyre q\u00eb d\u00ebshirojn\u00eb u ofrohet t\u00eb \"luajn\u00eb\" me k\u00ebt\u00eb definicion \u2014 p\u00ebr ta z\u00ebvend\u00ebsuar fjal\u00ebn e paidentifikuar \"Objekti\" me emrin e ndonj\u00eb sistemi t\u00eb njohur (natyror, shoq\u00ebror, prodhues, teknik) dhe t\u00eb verifikojn\u00eb vet\u00eb p\u00ebrputhshm\u00ebrin\u00eb. Sigurohuni t\u00eb ndani rezultatet dhe mendimet pas eksperimentit! <\/p>\n<h4>Definimi i inteligjenc\u00ebs p\u00ebrmes q\u00ebllimeve t\u00eb tij<\/h4>\n<p>\n(A. Zhdanov. \"Inteligjenca Artificiale Autonome\" (2012), edicioni i tret\u00eb, elektronike, fq. 49-50):<br \/>\nQ\u00ebllimet kryesore n\u00eb t\u00eb cilat synon sistemi nervor i \u00e7do organizmi jan\u00eb:<\/p>\n<ul>\n<li>mbijetesa e organizmit;<\/li>\n<li>akumulimi i njohurive nga sistemi nervor.<\/li>\n<\/ul>\n<p>\n<i>K\u00ebta 2 pika: mbijetes\u00eb dhe akumulim njohurish \u2014 p\u00ebrb\u00ebjn\u00eb nj\u00eb p\u00ebrshkrim t\u00eb p\u00ebrgjithsh\u00ebm t\u00eb pikave 3 dhe 2 p\u00ebrkat\u00ebsisht!<\/i><\/p>\n<p><b>Si p\u00ebrfundim\u2026<\/b><br \/>\n\"Vicarious m\u00ebson kompjuterin t\u00eb p\u00ebrdor\u00eb imagjinat\u00ebn\" <br \/>\n(\"Kompjuteri m\u00ebsoi drejtimin agresiv\" <noindex><a rel=\"nofollow\" href=\"https:\/\/nplus1.ru\/news\/2016\/05\/23\/mppi\">nplus1.ru\/news\/2016\/05\/23\/mppi<\/a><\/noindex>)<br \/>\n\"Jeta do t\u00eb ishte mjaft e m\u00ebrzitshme pa imagjinat\u00eb. Prandaj, ndoshta problemi m\u00eb i madh i kompjuter\u00ebve \u00ebsht\u00eb se ata n\u00eb t\u00eb v\u00ebrtet\u00eb nuk kan\u00eb imagjinat\u00eb. Startup-i Vicarious po krijon nj\u00eb m\u00ebnyr\u00eb t\u00eb re p\u00ebr p\u00ebrpunimin e t\u00eb dh\u00ebnave, t\u00eb iniciuar nga m\u00ebnyra si, ndoshta, informata 'rrjedh' n\u00ebp\u00ebr trurin. Lider\u00ebt e kompanis\u00eb thon\u00eb se kjo do t'i jap\u00eb kompjuter\u00ebve di\u00e7ka t\u00eb ngjashme me imagjinat\u00ebn, dhe q\u00eb, si\u00e7 shpresojn\u00eb, do t\u00eb ndihmoj\u00eb n\u00eb b\u00ebrjen e makinave shum\u00eb m\u00eb t\u00eb men\u00e7ura. Kompania prezantoi nj\u00eb algorit\u00ebm t\u00eb ri t\u00eb rrjetit nervor, me tipare t\u00eb marra nga biologjia. Nj\u00eb prej tyre \u00ebsht\u00eb aft\u00ebsia p\u00ebr t\u00eb imagjinuar si duhet t\u00eb duken informacionet q\u00eb jan\u00eb m\u00ebsuar n\u00eb skenar\u00eb t\u00eb ndrysh\u00ebm \u2014 di\u00e7ka si nj\u00eb imagjinat\u00eb digjitale.\" <\/p>\n<p>M\u00eb vjen \u00e7udi, \u00e7far\u00eb p\u00ebrputhjeje! Pik\u00ebrisht pika (2) e definicionit: reflektimi i p\u00ebrparuar \u2014 \u00ebsht\u00eb pik\u00ebrisht imagjinata digjitale! <\/p>\n<p>K\u00ebshtu nuk ndodh shpesh, por shikoni se \u00e7far\u00eb zbulojm\u00eb n\u00eb Internet: <br \/>\n(\"Kompjuteri m\u00ebsoi drejtimin agresiv\" <noindex><a rel=\"nofollow\" href=\"https:\/\/nplus1.ru\/news\/2016\/05\/23\/mppi\">nplus1.ru\/news\/2016\/05\/23\/mppi<\/a><\/noindex>)<br \/>\n\"Specialist\u00ebt nga Instituti Teknologjik i Georgis\u00eb nd\u00ebrtuan nj\u00eb model t\u00eb automobilit autonom (mas\u00eb 1:5 mbi baz\u00ebn e nj\u00eb shasie t\u00eb seris\u00eb t\u00eb modelit radio t\u00eb kontrolluar), n\u00eb gjendje t\u00eb kaloj\u00eb kthesa duke p\u00ebrdorur dridhje t\u00eb kontrolluara. Kompjuteri n\u00eb bord \u00ebsht\u00eb i pajisur me procesorin Intel Skylake Quad-core i7 dhe kart\u00ebn grafike Nvidia GTX 750ti GPU dhe p\u00ebrpunon informacionin nga giroskopi, sensor\u00ebt e kthes\u00ebs s\u00eb rrotave, GPS dhe nj\u00eb \u00e7ift kamerash frontale. Bazuar n\u00eb t\u00eb dh\u00ebnat q\u00eb vijn\u00eb nga sensor\u00ebt, algoritmi i kontrollit formon 2560 trajektore t\u00eb l\u00ebvizjes p\u00ebrpara p\u00ebr dy e gjysm\u00eb sekonda t\u00eb ardhshme.\"<\/p>\n<p>Algoritmi i kontrollit p\u00ebrmban \"pamjen e bot\u00ebs\" s\u00eb automobilit n\u00eb form\u00ebn e nj\u00eb seti mund\u00ebsish l\u00ebvizjeje n\u00eb k\u00ebt\u00eb rrug\u00eb.<\/p>\n<p>\"Nga 2560 trajektore, algoritmi zgjedh at\u00eb m\u00eb optimale dhe sipas saj korrekton pozitat e rrotave dhe shpejt\u00ebsin\u00eb. Gjat\u00eb k\u00ebsaj, nd\u00ebrtimi i t\u00eb gjitha 2560 trajektoreve dhe p\u00ebrdit\u00ebsimi i tyre ndodh 60 her\u00eb n\u00eb sekond\u00eb.\"<\/p>\n<p><i>Ky \u00ebsht\u00eb reflektimi i p\u00ebrparuar, krijimtaria artificiale ose imagjinata digjitale! Zgjedhja e trajektoreve m\u00eb optimale nga 2560 t\u00eb gjeneruara paraprakisht dhe korrigjimi i pozitave t\u00eb rrotave dhe shpejt\u00ebsis\u00eb (adaptimi!) p\u00ebr t'u mbajtur n\u00eb rrug\u00eb. T\u00eb gjith\u00eb s\u00eb bashku p\u00ebrshkruhen nga skema e paraqitur e inteligjenc\u00ebs!<\/i><\/p>\n<p>\"I gjith\u00eb procesi i m\u00ebsimit t\u00eb algoritmit t\u00eb kontrollit mori disa minuta vozitje n\u00eb pist\u00eb nga operatori me pak p\u00ebrvoj\u00eb drejtimi\"<\/p>\n<p><i>Procesi i m\u00ebsimdh\u00ebnies \u2014 \u00ebsht\u00eb krijimi i pamjes s\u00eb bot\u00ebs!<\/i><\/p>\n<p>\"Gjat\u00eb k\u00ebsaj, theksojn\u00eb studiuesit, n\u00eb m\u00ebsim nuk u p\u00ebrdor nj\u00eb dridhje e kontrolluar, kompjuteri 'e shpiku' vet\u00eb. Gjat\u00eb provave, automobili n\u00eb m\u00ebnyr\u00eb autonome kalonte pist\u00ebn, duke u p\u00ebrpjekur t\u00eb mbante nj\u00eb shpejt\u00ebsi sa m\u00eb t\u00eb af\u00ebrt me tet\u00eb metra n\u00eb sekond\u00eb\".<\/p>\n<p><i>Kontrollimi i derdhjes \u00ebsht\u00eb nj\u00eb element i strategjis\u00eb optimale (ai q\u00eb maksimizon raportin \"Shtimi i Objektit \/ Shpenzimet e sjelljes\") t\u00eb zhvilluar vet\u00eb nga automjeti.<\/i><\/p>\n<p>\"Sipas autor\u00ebve, m\u00ebsimi i algoritmeve p\u00ebr drejtimin agresiv mund t\u00eb jet\u00eb i dobish\u00ebm edhe p\u00ebr menaxhimin e p\u00ebrditsh\u00ebm t\u00eb automjetit pa shofer, ashtu si\u00e7 ndihmon aft\u00ebsia p\u00ebr t\u00eb kontrolluar derdhjen nj\u00eb shofer t\u00eb gjall\u00eb. N\u00eb rast t\u00eb nj\u00eb situate t\u00eb paparashikuar \u2014 p\u00ebr shembull, akulli \u2014 automjeti i pa drejtues do t\u00eb jet\u00eb n\u00eb gjendje t\u00eb dal\u00eb nga derdhja dhe t\u00eb parandaloj\u00eb nj\u00eb aksident t\u00eb mundsh\u00ebm.\"<\/p>\n<p><i>Dhe ky \u00ebsht\u00eb shp\u00ebrndarja e p\u00ebrvoj\u00ebs s\u00eb automjetit\u2026 Si nj\u00eb zog-roje (kujtojm\u00eb tregimin e njohur), q\u00eb fiton nj\u00eb aft\u00ebsi t\u00eb dobishme, ajo menj\u00ebher\u00eb ia p\u00ebrcjell t\u00eb tjer\u00ebve.<\/i><\/p>\n<p>Nj\u00eb her\u00eb tjet\u00ebr do t\u00eb sjell p\u00ebrkufizimin, q\u00eb propozohet p\u00ebr t'u p\u00ebrdorur:<\/p>\n<p><b>Inteligjenca e Objektit \u00ebsht\u00eb nj\u00eb grup aft\u00ebsish q\u00eb p\u00ebrdoren n\u00eb:<\/p>\n<p>(1) Identifikimin, formalizimin dhe memorizimin (n\u00eb form\u00ebn e nj\u00eb modeli) t\u00eb ligjeve t\u00eb gjendjes dhe\/ose sjelljes:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.1) Mjedisit jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (1.2) Mjedisit t\u00eb brendsh\u00ebm t\u00eb Objektit.<br \/>\n(2) Modelimit p\u00ebrpar\u00ebsor t\u00eb gjendjeve dhe\/ose mund\u00ebsive t\u00eb sjelljes:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.1) N\u00eb Mjedisin jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (2.2) Mjedisit t\u00eb brendsh\u00ebm t\u00eb Objektit.<br \/>\n(3) Krijimin e nj\u00eb p\u00ebrshkrimi t\u00eb gjendjes dhe\/ose ekzekutimin e sjelljes s\u00eb Objektit, t\u00eb adaptuar:<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.1) N\u00eb Mjedisin jasht\u00eb, dhe<br \/>\n\u00a0\u00a0\u00a0\u00a0\u00a0 (3.2) N\u00eb Mjedisin e brendsh\u00ebm t\u00eb Objektit<br \/>\nme kushtin e maksimizimit t\u00eb raportit Sjellja e Objektit\/Zgjedhjet p\u00ebr sjellje<br \/>\nObjekti me q\u00ebllim t\u00eb ruajtjes (t\u00eb ekzistenc\u00ebs, t\u00eb q\u00ebndrimit, t\u00eb qenies) s\u00eb Objektit n\u00eb Mjedis.<\/b><\/p>\n<p>Faleminderit p\u00ebr v\u00ebmendjen. Komentet, v\u00ebrejtjet \u2014 jan\u00eb jasht\u00ebzakonisht t\u00eb mir\u00ebpritura.<\/p>\n<p>P. S. Dhe mbi \"\u2026 sistemin me kapacitet t\u00eb lart\u00eb adaptiv, universalisht, q\u00eb ka mund\u00ebsin\u00eb t\u00eb fitoj\u00eb n\u00eb m\u00ebnyr\u00eb autonome nj\u00eb gam\u00eb shum\u00eb t\u00eb gjer\u00eb njohurish dhe aft\u00ebsish specifike\" dhe q\u00eb nevojitet p\u00ebr krijimin e OII mund t\u00eb flasim ve\u00e7mas \u2014 ky \u00ebsht\u00eb nj\u00eb tem\u00eb shum\u00eb interesante. N\u00ebse, sigurisht, do t\u00eb ket\u00eb interes nga ana e lexuesve. \ud83d\ude42<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/485744\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412\u0435\u0441\u044c \u043c\u0438\u0440 \u0442\u043e\u043b\u044c\u043a\u043e \u0438 \u0434\u0435\u043b\u0430\u0435\u0442, \u0447\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043e\u0431 \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0435, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u2014 \u0432\u043e\u0442 \u0436\u0435 \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441! \u2014 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f, \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e, \u00ab\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\u00bb (\u0434\u0430\u0436\u0435 \u043d\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e, \u0430 \u0432\u043e\u043e\u0431\u0449\u0435) \u2014 \u043e\u0431\u0449\u0435\u043f\u0440\u0438\u043d\u044f\u0442\u043e\u0433\u043e, \u043f\u043e\u043d\u044f\u0442\u043d\u043e\u0433\u043e, \u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u043d\u0435\u0442! \u041f\u043e\u0447\u0435\u043c\u0443 \u0431\u044b \u043d\u0435 \u0432\u0437\u044f\u0442\u044c \u043d\u0430 \u0441\u0435\u0431\u044f \u0441\u043c\u0435\u043b\u043e\u0441\u0442\u044c \u2014 \u043f\u043e\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0438 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0442\u0430\u043a\u043e\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435? \u0412\u0435\u0434\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u2014 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":40155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-40154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412\u0435\u0441\u044c \u043c\u0438\u0440 \u0442\u043e\u043b\u044c\u043a\u043e \u0438 \u0434\u0435\u043b\u0430\u0435\u0442, \u0447\u0442\u043e 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