{"id":35308,"date":"2019-10-31T22:03:32","date_gmt":"2019-10-31T19:03:32","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kakoj-uchenik-nuzhen-charodeyu-i-kakoj-ii-nuzhen-nam\/"},"modified":"2019-10-31T22:03:32","modified_gmt":"2019-10-31T19:03:32","slug":"kakoj-uchenik-nuzhen-charodeyu-i-kakoj-ii-nuzhen-nam","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/kakoj-uchenik-nuzhen-charodeyu-i-kakoj-ii-nuzhen-nam","title":{"rendered":"Cili student i nevojitet magjistarit dhe cili AI na nevojitet neve?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

K\u00cbRKES\u00cb<\/b>
\nDuke par\u00eb raportin rekord t\u00eb numrit t\u00eb pak\u00ebnaq\u00ebsve t\u00eb heshtur ndaj numrit t\u00eb komentator\u00ebve q\u00eb kan\u00eb di\u00e7ka p\u00ebr t\u00eb th\u00ebn\u00eb, shum\u00eb lexuesit nuk e kuptojn\u00eb q\u00eb:
\n1) Kjo \u00ebsht\u00eb nj\u00eb artikull teoretik diskutues. Nuk do t\u00eb ket\u00eb rekomandime praktike p\u00ebr p\u00ebrzgjedhjen e mjeteve p\u00ebr minerar\u00ebt e kriptovalutave ose nd\u00ebrtimin e nj\u00eb multivibratorit p\u00ebr t\u00eb ndri\u00e7uar dy llamba.
\n2) Kjo nuk \u00ebsht\u00eb nj\u00eb artikull shkencor-popullor. Nuk do t\u00eb ket\u00eb shpjegime p\u00ebr fillestar\u00ebt rreth parimit t\u00eb veprimit t\u00eb makin\u00ebs s\u00eb Turingut me shembuj kutish t\u00eb ndeshjes.
\n3) Mendojini mir\u00eb gj\u00ebrat para se t\u00eb vazhdoni t\u00eb lexoni! A ju p\u00eblqen pozita e amatores \u201cagresive\u201d: i jap nj\u00eb yll negative gjith\u00e7kaje q\u00eb nuk e kuptoj?
\nFaleminderit paraprakisht t\u00eb gjith\u00ebve q\u00eb do t\u00eb vendosin t\u00eb mos e lexojn\u00eb k\u00ebt\u00eb artikull!
\n\"Cili<\/p>\n

Demoni \u00ebsht\u00eb nj\u00eb program kompjuterik n\u00eb sistemet e klas\u00ebs UNIX, i aktivizuar nga vet\u00eb sistemi dhe punon n\u00eb sfond pa nd\u00ebrveprim t\u00eb drejtp\u00ebrdrejt\u00eb me p\u00ebrdoruesin. <\/p>\n

Wikipedia<\/a><\/noindex><\/i>\n<\/p><\/blockquote>\n

Q\u00eb n\u00eb mosh\u00ebn parashkollore, kam d\u00ebgjuar nj\u00eb p\u00ebrrall\u00eb p\u00ebr nj\u00eb student magjistari. Do ta p\u00ebrs\u00ebris at\u00eb n\u00eb versionin tim:
\n<\/a><\/noindex><\/p>\n

Nj\u00ebher\u00eb, diku n\u00eb Evrop\u00ebn e Mesjet\u00ebs, jetonte nj\u00eb magjistar. Ai kishte nj\u00eb lib\u00ebr t\u00eb madh magjish n\u00eb kopertin\u00eb l\u00ebkure vi\u00e7i t\u00eb zez\u00eb me mbyllje dhe k\u00ebnd t\u00eb hekurit. Kur magjistari kishte nevoj\u00eb t\u00eb lexonte nj\u00eb magji, e hapte at\u00eb me nj\u00eb \u00e7el\u00ebs t\u00eb madh hekuri, t\u00eb cilin gjithmon\u00eb e mbante n\u00eb brez n\u00eb nj\u00eb qese t\u00eb ve\u00e7ant\u00eb. Gjithashtu, magjistari kishte nj\u00eb nx\u00ebn\u00ebs q\u00eb i sh\u00ebrbente atij, por i kishte ndaluar t\u00eb shikonte n\u00eb librin e magjive. <\/p>\n

Nj\u00eb dit\u00eb nj\u00eb magjistar u largua p\u00ebr pun\u00eb p\u00ebr nj\u00eb t\u00ebr\u00eb dit\u00eb. Pasi doli nga sht\u00ebpia, nx\u00ebn\u00ebsi u hodh n\u00eb bodrum, ku ndodhej laboratori alkimik, n\u00eb t\u00eb cilin kishte nj\u00eb lib\u00ebr magjie, i lidhur me zinxhir\u00eb n\u00eb tavolin\u00eb. Nx\u00ebn\u00ebsi kap\u00ebrceu n\u00ebp\u00ebr tiglat, n\u00eb t\u00eb cilat magjistari shkrinte plumbin, p\u00ebr ta shnd\u00ebrruar n\u00eb ar, i vendosi ato mbi zjarr dhe i solli nj\u00eb er\u00eb t\u00eb fort\u00eb. Plumbi shpejt u shkrif, por nuk u shnd\u00ebrrua n\u00eb ar. At\u00ebher\u00eb nx\u00ebn\u00ebsi kujtoi se magjistari, kur shkrinte plumbin, gjithmon\u00eb hapte me \u00e7el\u00ebsin librin dhe shqiptonte me z\u00eb t\u00eb ul\u00ebt formul\u00ebn nga ai. Nx\u00ebn\u00ebsi me shpres\u00eb pa n\u00eb librin e mbyllur dhe pa se pran\u00eb tij ndodhej nj\u00eb \u00e7el\u00ebs, i harruar nga magjistari. at\u00ebher\u00eb ai u hodh drejt tavolin\u00ebs, hapi librin, e hapi at\u00eb dhe e lexoi me z\u00eb t\u00eb lart\u00eb formul\u00ebn e par\u00eb, duke shqiptuar me kujdes fjal\u00ebt e panjohura, duke supozuar se nj\u00eb formul\u00eb kaq t\u00eb r\u00ebnd\u00ebsishme, si shnd\u00ebrrimi i plumbit n\u00eb ar, me siguri do t\u00eb ishte e para. <\/p>\n

Por asgj\u00eb nuk ndodhi: plumbi nuk d\u00ebshiron t\u00eb shnd\u00ebrrohet. Nx\u00ebn\u00ebsi donte t\u00eb provonte nj\u00eb magji tjet\u00ebr, por papritmas, nj\u00eb bubullim\u00eb tronditi sht\u00ebpin\u00eb, dhe p\u00ebrpara nx\u00ebn\u00ebsit u shfaq nj\u00eb demon i madh dhe i friksh\u00ebm, i thirrur nga magjia q\u00eb sapo kishte lexuar.
\n\u2014 Urdh\u00ebro! \u2014 b\u00ebrtiti demoni.
\nNga frika, t\u00eb gjitha mendimet e lan\u00eb kok\u00ebn e nx\u00ebn\u00ebsit, ai as nuk mundi t\u00eb l\u00ebvizte.
\n\u2014 Urdh\u00ebro, ose do t\u00eb t\u00eb ha! \u2014 p\u00ebrs\u00ebriti demoni dhe shtriu nj\u00eb dor\u00eb t\u00eb madhe drejt nx\u00ebn\u00ebsit p\u00ebr ta kapur.
\nN\u00eb d\u00ebshp\u00ebrim, nx\u00ebn\u00ebsi p\u00ebshp\u00ebriti gj\u00ebn\u00eb e par\u00eb q\u00eb i erdhi n\u00eb mendje:
\n \u2014 Uji k\u00ebt\u00eb lule.
\nDhe tregoi p\u00ebr nj\u00eb geranium, q\u00ebndronte n\u00eb nj\u00eb vazo n\u00eb qoshen e laboratoriumit, n\u00eb tavanin mbi lulen ishte b\u00ebr\u00eb nj\u00eb dritare e vog\u00ebl e vetme n\u00eb bodrum, p\u00ebrmes s\u00eb cil\u00ebs nj\u00eb rrez\u00eb dielli zbarej me v\u00ebshtir\u00ebsi. Demoni u zhduk, por pas nj\u00eb \u00e7asti u shfaq p\u00ebrs\u00ebri me nj\u00eb fu\u00e7i t\u00eb madhe uji, t\u00eb cil\u00ebn e p\u00ebrmbysi mbi lule, duke derdhur ujin. P\u00ebrs\u00ebri u zhduk dhe p\u00ebrs\u00ebri u shfaq me nj\u00eb fu\u00e7i plot.
\n\u2014 Mjaft, \u2014 b\u00ebrtiti nx\u00ebn\u00ebsi, duke u q\u00ebndruar tashm\u00eb deri n\u00eb bel n\u00eb uj\u00eb.
\nPor duket se d\u00ebshira e vetme nuk ishte e mjaftueshme \u2014 demoni vazhdonte t\u00eb mbante uj\u00eb n\u00eb fu\u00e7i, duke e derdhur at\u00eb n\u00eb cepin ku dikur kishte q\u00ebndruar nj\u00eb lule e fshehur n\u00ebn uj\u00eb. Ndoshta, ishte e nevojshme nj\u00eb magji speciale p\u00ebr ta d\u00ebbuar demonin. Por tavolina me librin kishte zhdukur n\u00eb uj\u00eb t\u00eb turbullt, ku notonin hiri dhe qymyri nga zjarri, retortat bosh, qelqat, taburet\u00eb, galvanometra, dozimet, shiringat nj\u00ebher\u00ebshe dhe mbeturina t\u00eb tjera, k\u00ebshtu q\u00eb po t\u00eb dinte dishepulli si t\u00eb gjej\u00eb magjin\u00eb e duhur, nuk do ta mund ta b\u00ebnte k\u00ebt\u00eb. Uji po ngrihej, dhe dishepulli u ngjit n\u00eb tavolin\u00eb p\u00ebr t\u00eb mos u mbytur. Por kjo ndihmoi vet\u00ebm p\u00ebr pak \u2014 demoni vazhdonte sistematikisht t\u00eb mbante uj\u00eb. Dishepulli ishte tashm\u00eb deri n\u00eb qaf\u00eb n\u00eb uj\u00eb, kur magjistari u kthye, duke zbuluar se kishte harruar \u00e7el\u00ebsin e librit n\u00eb sht\u00ebpi dhe e d\u00ebboi demonin. Fundi i p\u00ebrrall\u00ebs.<\/p><\/blockquote>\n

S\u00eb pari p\u00ebr t\u00eb qart\u00eb. Me inteligjenc\u00ebn natyrale (IN) t\u00eb dishepullit, duket se gjith\u00e7ka \u00ebsht\u00eb e qart\u00eb \u2014 budalla, mjaft budalla p\u00ebr t\u00eb k\u00ebrkuar p\u00ebr nj\u00eb koh\u00eb t\u00eb gjat\u00eb. Por me inteligjenc\u00ebn e demonit \u2014 p\u00ebr t\u00eb th\u00ebn\u00eb t\u00eb drejt\u00ebn, cila \u00ebsht\u00eb ajo: IN apo I? \u2014 \u00ebsht\u00eb ambiguo. Jan\u00eb t\u00eb vlefshme versione t\u00eb ndryshme (dhe do t\u00eb paraqiten edhe pyetje p\u00ebr to):<\/p>\n

Versioni 1) Demoni \u00ebsht\u00eb shum\u00eb m\u00eb idiot se nx\u00ebn\u00ebsi. Ai ka marr\u00eb nj\u00eb urdh\u00ebr dhe do ta kryej\u00eb at\u00eb pafund\u00ebsisht, madje edhe kur \u00e7do kuptim t\u00eb zhduket: do t\u00eb zhduket lule - objekti i ujitjes, do t\u00eb zhduket k\u00ebndi ku jan\u00eb lidhur koordinatat e luleve, do t\u00eb zhduket planeti Tok\u00eb, dhe demoni idiot do t\u00eb vazhdoj\u00eb t\u00eb sjell\u00eb uj\u00eb n\u00eb nj\u00eb pik\u00eb t\u00eb caktuar t\u00eb hap\u00ebsir\u00ebs kozmike me barrelat. Dhe n\u00ebse n\u00eb at\u00eb pik\u00eb shp\u00ebrthen nj\u00eb supernov\u00eb, demonit nuk i b\u00ebn diferenc\u00eb ku t\u00eb \u00e7oj\u00eb uj\u00eb. M\u00eb shum\u00eb: sa idiot duhet t\u00eb jesh p\u00ebr t\u00eb ujitur nj\u00eb lule t\u00eb vog\u00ebl me nj\u00eb barrel t\u00eb madhe. Kjo nuk quhet m\u00eb ujitje, por mbytje e lules. A kupton ai ndonj\u00ebher\u00eb kuptimin e urdhrave?<\/p>\n

Versioni 2) Demoni kupton gjith\u00e7ka, por \u00ebsht\u00eb i lidhur me detyrime. Prandaj, ai b\u00ebn di\u00e7ka si nj\u00eb grev italian. Deri sa zyrtarisht t\u00eb p\u00ebrzihen sipas rregullave \u2013 nuk do t\u00eb ndalet.<\/p>\n

Pyetja 1 p\u00ebr versionet 1,2) Si mund ta dallosh nj\u00eb demon krejt\u00ebsisht idiot sipas versionit 1 nga nj\u00eb demon krejt\u00ebsisht jo idiot sipas versionit 2?
\nPyetja 2 p\u00ebr versionet 1,2) A do t\u00eb kishte demonin t\u00eb p\u00ebrmbushur sakt\u00ebsisht (nga k\u00ebndv\u00ebshtrimi i nx\u00ebn\u00ebsit) formulimin e m\u00eb cek\u00ebt? P\u00ebr shembull, n\u00ebse nx\u00ebn\u00ebsi do t\u00eb thoshte: merr at\u00eb qelken e zbraz\u00ebt me nj\u00eb lit\u00ebr q\u00eb \u00ebsht\u00eb n\u00eb rafte, mbushe at\u00eb me uj\u00eb dhe ujit at\u00eb lule nj\u00eb her\u00eb. Ose, p\u00ebr shembull, n\u00ebse nx\u00ebn\u00ebsi do t\u00eb thoshte: ik tani.<\/p>\n

Versioni 3) Magjistarja i vuri demonit nj\u00eb mallkim shtes\u00eb, sipas t\u00eb cilit n\u00ebse dikush tjet\u00ebr p\u00ebrve\u00e7 magjistarit p\u00ebrdor sh\u00ebrbimet e demonit, demon duhet ta informoj\u00eb menj\u00ebher\u00eb magjistarit p\u00ebr k\u00ebt\u00eb fakt. <\/p>\n

Versioni 4) Demoni nuk e mban inat ndaj magjistarit dhe nx\u00ebn\u00ebsit t\u00eb tij, prandaj duke par\u00eb se situata ka dal\u00eb nga kontrolli, gjat\u00eb l\u00ebvizjes s\u00eb tij me tonin, doli pas magjistarit dhe b\u00ebrtiti: \u201cke harruar \u00e7el\u00ebsin n\u00eb sht\u00ebpi, ka p\u00ebrmbytje.\u201d Dhe magjistari do t\u00eb kishte harruar vet\u00eb.<\/p>\n

V\u00ebrejtje 1 p\u00ebr versionin 4) Duhet theksuar se ndonj\u00ebher\u00eb mbajt\u00ebsit e EI kan\u00eb nj\u00eb memorie shum\u00eb t\u00eb pap\u00ebrsosur.<\/p>\n

Versionet e m\u00ebtejshme mund t\u00eb shumohen si \"krolat e Fibonacci\", dmth. me nj\u00eb algorit\u00ebm jo shum\u00eb t\u00eb nd compliqu\u00e9. P\u00ebr shembull:
\nVersioni 5) Demoni hakmerret ndaj nx\u00ebn\u00ebsit p\u00ebr shqet\u00ebsim.
\nVersioni 6) Demoni nuk e mban inat ndaj nx\u00ebn\u00ebsit, por hakmerret ndaj magjistarit.
\nVersioni 6) Demoni hakmerret ndaj t\u00eb gjith\u00ebve.
\nVersioni 7) Demoni nuk hakmerret, por arg\u00ebtohet. Do t\u00eb ndaloj\u00eb kur t'i m\u00ebrzitet.
\nEtj.<\/p>\n

Pra pjesa e demonit \u00ebsht\u00eb e qart\u00eb, q\u00eb nuk \u00ebsht\u00eb e qart\u00eb. Asgj\u00eb nuk \u00ebsht\u00eb m\u00eb mir\u00eb me magjistar\u00ebt. Mund t\u00eb krijosh t\u00eb pakt\u00ebn disa versione: se q\u00ebllimisht vendosi ta nd\u00ebshkoj\u00eb nx\u00ebn\u00ebsin, i cili \u00ebsht\u00eb gjithmon\u00eb i kurioz; se donte ta mbytej nx\u00ebn\u00ebsin, por kur demoni u ngrit nga d\u00ebbora, u frik\u00ebsua \u2014 ndoshta dikush nga kalimtar\u00ebt do ta d\u00ebgjonte, at\u00ebher\u00eb do t\u00eb binte dyshimi mbi magjistar\u00ebt; donte t\u00eb zgjonte interesin e nx\u00ebn\u00ebsit p\u00ebr magjit\u00eb etj.<\/p>\n

K\u00ebtu mund t\u00eb shfaqet nj\u00eb pyetje p\u00ebr f\u00ebmij\u00eb: cila nga versionet e propozuara \u00ebsht\u00eb e sakt\u00eb? Duket se \u00e7do version \u00ebsht\u00eb i pranuesh\u00ebm. N\u00eb p\u00ebrrall\u00eb nuk ka mbetur informacion i pap\u00ebrdorur p\u00ebr t\u00eb preferuar ndonj\u00eb nga versionet mbi t\u00eb tjerat. Kemi t\u00eb b\u00ebjm\u00eb me nj\u00eb rast t\u00eb zakonsh\u00ebm t\u00eb veprave artistike me mund\u00ebsi p\u00ebr interpretim t\u00eb paqart\u00eb. P\u00ebr shembull, n\u00ebse ndonj\u00eb regjisore d\u00ebshiron ta sjell\u00eb k\u00ebt\u00eb p\u00ebrrall\u00eb n\u00eb teat\u00ebr ose t\u00eb xhiron nj\u00eb film p\u00ebr t\u00eb, ajo mund t\u00eb zgjedh\u00eb interpretimin m\u00eb atraktiv sipas pik\u00ebpamjes s\u00eb saj. P\u00ebr nj\u00eb regjisore tjet\u00ebr, nj\u00eb interpretim tjet\u00ebr mund t\u00eb jet\u00eb m\u00eb ir\u00ebnd\u00ebsish\u00ebm. N\u00eb k\u00ebt\u00eb rast, atraktiviteti mund t\u00eb p\u00ebrcaktohet nga arsye t\u00eb tjera, p\u00ebr shembull, atraktiviteti p\u00ebr audienc\u00ebn, p\u00ebr t\u00eb siguruar maksimumin e t\u00eb ardhurave nga kassat, ose atraktiviteti p\u00ebr t\u00eb demonstruar ndonj\u00eb ide tjet\u00ebr t\u00eb jasht\u00ebzakonshme: ideja e fitores s\u00eb s\u00eb mir\u00ebs mbi t\u00eb keqen, ideja e detyres, ideja e rebelimit \u2013 p\u00ebr shembull, sipas Dostojevskit: nx\u00ebn\u00ebsi, si Raskolnikov, e pyet veten \"a \u00ebsht\u00eb krijes\u00eb ajo q\u00eb dridhet apo ka t\u00eb drejt\u00eb\" dhe k\u00ebshtu me radh\u00eb.<\/p>\n

Shfaqet nj\u00eb tjet\u00ebr pyetje.
\nNj\u00eb pyetje tjet\u00ebr). Si mund ta m\u00ebsojm\u00eb IA-n\u00eb t\u00eb preferoj\u00eb nj\u00eb nga versionet e p\u00ebrmendura, n\u00ebse ne vet\u00eb, duke pasur EI, nuk jemi gjithmon\u00eb n\u00eb gjendje t\u00eb zgjidhim nj\u00eb prej tyre me vet\u00ebdije?<\/p>\n

N\u00eb kthim te magjistari, nj\u00eb version shum\u00eb i besuesh\u00ebm \u00ebsht\u00eb se ai donte nj\u00eb nx\u00ebn\u00ebs t\u00eb ekzekutiv dhe t\u00eb bindur, si nj\u00eb demon, q\u00eb t\u00eb mos ngat\u00ebrrohej n\u00eb librat e ndaluar dhe aty ku nuk e k\u00ebrkojn\u00eb. S\u00eb nj\u00ebjt\u00ebs gj\u00eb tani shpesh po ia k\u00ebrkojn\u00eb IA-ve. N\u00eb shikim t\u00eb par\u00eb, k\u00ebto jan\u00eb k\u00ebrkesa normale tradicionale p\u00ebr \u00e7do makin\u00eb: bindje e plot\u00eb, mosbindja \u00ebsht\u00eb e papranueshme. Por n\u00eb rastin e IA-s\u00eb mund t\u00eb lind\u00eb nj\u00eb pyetje p\u00ebr versionet 1,2 (shih m\u00eb sip\u00ebr), dmth. IA degradohet - \"ferrari\" mund t\u00eb mendoj\u00eb \u00e7far\u00ebdo p\u00ebr krijuesit dhe zot\u00ebruesit e saj, por nuk do t\u00eb b\u00ebj\u00eb asnj\u00eb veprim n\u00eb lidhje me IA-n\u00eb, dmth. n\u00eb vend t\u00eb IA-s\u00eb do t\u00eb marrim nj\u00eb automat t\u00eb shurdh\u00ebr. K\u00ebtu shfaqet nj\u00eb dyshim: ndoshta magjistari nuk donte ta b\u00ebnte nx\u00ebn\u00ebsin kaq t\u00eb paditur sa nj\u00eb demon? Dometh\u00ebn\u00eb, lind ideja e IA-s\u00eb me kufizime. K\u00ebtu gjith\u00e7ka \u00ebsht\u00eb ende m\u00eb e komplikuar madje edhe n\u00eb fush\u00ebn e EI-s\u00eb: kujtojm\u00eb konfliktet e p\u00ebrjetshme \"prind\u00ebrit dhe f\u00ebmij\u00ebt\", \"m\u00ebsuesi dhe nx\u00ebn\u00ebsi\", \"shefi dhe n\u00ebnshtruesi\".<\/p>\n

M\u00eb par\u00eb<\/a><\/noindex> kur zgjidhja e definicionit t\u00eb AI nga opsionet e mundshme, un\u00eb sh\u00ebnoja:<\/p>\n

detyra p\u00ebr t\u00eb sortuar disa dhjet\u00ebra mij\u00ebra fjal\u00eb sipas alfabetit p\u00ebr nj\u00eb njeri do t\u00eb ishte e m\u00ebrzitshme, do ta b\u00ebnte at\u00eb gjat\u00eb, dhe mund\u00ebsia e gabimeve p\u00ebr nj\u00eb ekzekutues t\u00eb mes\u00ebm me nj\u00eb nivel mesatar p\u00ebrgjegj\u00ebsie do t\u00eb ishte e konsiderueshme. Nj\u00eb kompjuter modern do ta realizonte k\u00ebt\u00eb detyr\u00eb pa gabime n\u00eb nj\u00eb koh\u00eb shum\u00eb t\u00eb shkurt\u00ebr p\u00ebr njer\u00ebzit (pjes\u00eb sekondash).<\/p><\/blockquote>\n

\nU ndala te definicioni i m\u00ebposht\u00ebm: p\u00ebr AI konsiderohen detyrat q\u00eb kompjuteri i zgjidh ndjesh\u00ebm m\u00eb keq se njeriu<\/i>.<\/p>\n

Ky definicion merr parasysh shqet\u00ebsimet e shprehura m\u00eb sip\u00ebr dhe \u00ebsht\u00eb i p\u00ebrshtatsh\u00ebm p\u00ebr praktiken, megjithat\u00eb nuk \u00ebsht\u00eb ideal, sidomos sepse listat e detyrave \u201et\u00eb cilat kompjuteri i zgjidh ndjesh\u00ebm m\u00eb keq se njeriu\u201d ndryshojn\u00eb midis k\u00ebtij momenti dhe 20 viteve m\u00eb par\u00eb. Por deri tani, askush nuk ka shpikur nj\u00eb definicion m\u00eb t\u00eb p\u00ebrsosur, sipas mendimit tim. <\/p>\n

Ajo q\u00eb \u00ebsht\u00eb th\u00ebn\u00eb ilustron qart\u00eb cil\u00ebsin\u00eb e skem\u00ebs n\u00eb fillim t\u00eb artikullit. N\u00eb boshtin koordinativ \u201caft\u00ebsit\u00eb\u201d, aft\u00ebsit\u00eb n\u00eb t\u00eb dyja an\u00ebt e zeros (zero dhe pak m\u00eb shum\u00eb) korrespondojn\u00eb me aft\u00ebsit\u00eb ku njeriu e tejkalon kompjuterin, p\u00ebr shembull, aft\u00ebsia p\u00ebr t\u00eb marr\u00eb vendime jo standarde. Aft\u00ebsit\u00eb n\u00eb p\u00ebraf\u00ebrsisht nj\u00eb (nj\u00eb dhe pak m\u00eb pak) i korrespondojn\u00eb aft\u00ebsive ku kompjuterat e tejkalojn\u00eb njeriun: aft\u00ebsia p\u00ebr llogaritje, memoria. Duke vendosur tejkalimin maksimal baras me nj\u00ebsi konvencionale n\u00eb boshtin koordinativ \u201ctejkalimi\u201d, do t\u00eb marrim var\u00ebsin\u00eb e tejkalimit nga aft\u00ebsit\u00eb p\u00ebr njeriun dhe kompjuterin n\u00eb form\u00ebn e diagonaleve t\u00eb nj\u00eb kuadrati nj\u00ebsi. K\u00ebshtu paraqitet situata deri m\u00eb tani. Por, a \u00ebsht\u00eb e mundur nj\u00eb AI e fort\u00eb, e cila do t\u00eb ket\u00eb t\u00eb gjitha aft\u00ebsit\u00eb maksimale (linja e kuqe)? Ose madje m\u00eb lart (super-AI \u2013 linja e blunt\u00eb)? Ndoshta, nj\u00eb q\u00ebllim nd\u00ebrmjet\u00ebs i progresit nuk duhet t\u00eb jet\u00eb as nj\u00eb AI e fort\u00eb, as nj\u00eb shum\u00eb
\ne dob\u00ebt (linja e purpurt), e cila n\u00eb disa aft\u00ebsi do t\u00eb jet\u00eb m\u00eb e dob\u00ebt se AI, por jo aq shum\u00eb sa tani.<\/p>\n

Duke t\u00eb kthehemi te modeli yn\u00eb letrar, mund t\u00eb themi se t\u00eb gjith\u00eb heronjt\u00eb e tij nuk performuan mir\u00eb: magjistari i ngath\u00ebt harroi \u00e7el\u00ebsin dhe mori nj\u00eb p\u00ebrmbytje n\u00eb bodrumin e tij, nx\u00ebn\u00ebsi nga budallall\u00ebku dhe pamend\u00ebsia p\u00ebrjetoi nj\u00eb mori p\u00ebrvojash ekstreme dhe gati u mbyt, demonin e d\u00ebbuan me k\u00ebrc\u00ebnime pa asnj\u00eb fal\u00ebnderim. Sa i p\u00ebrket inteligjenc\u00ebs s\u00eb demonit - \u00ebsht\u00eb v\u00ebshtir\u00eb t\u00eb p\u00ebrcaktohet qart\u00eb n\u00ebse i p\u00ebrket AI ose EI, por inteligjenca e (edhe pse jo impresionante) e t\u00eb tjer\u00ebve qart\u00eb i takon EI. p\u00ebr ta, mund t\u00eb thuhet se b\u00ebjn\u00eb gabime t\u00eb rrezikshme n\u00eb vendime, tregojn\u00eb munges\u00eb v\u00ebmendjeje, harrojn\u00eb gj\u00ebrat e nevojshme dhe lodhen - \u00ebsht\u00eb karakteristika e tyre t\u00eb pandashme. Fatkeq\u00ebsisht, k\u00ebto karakteristika jan\u00eb t\u00eb pranishme edhe te t\u00eb gjith\u00eb mbajt\u00ebsit e EI n\u00eb mas\u00eb m\u00eb t\u00eb madhe apo m\u00eb t\u00eb vog\u00ebl. Rreth paq\u00ebndrueshm\u00ebris\u00eb s\u00eb renditjes s\u00eb fjal\u00ebve ose numrave, EI \u00ebsht\u00eb p\u00ebrmendur m\u00eb lart, por duket se nj\u00eb detyr\u00eb edhe m\u00eb e thjesht\u00eb - thjesht t\u00eb mbash mend nj\u00eb num\u00ebr, del t\u00eb jet\u00eb shum\u00eb e komplikuar p\u00ebr njer\u00ebzit. P\u00ebr makin\u00ebn, mund\u00ebsia e mbajtes s\u00eb numrave t\u00eb numrit pi \u00ebsht\u00eb e kufizuar vet\u00ebm nga madh\u00ebsia e memories, nd\u00ebrsa shumic\u00ebs s\u00eb njer\u00ebzve u duhet t\u00eb p\u00ebrdorin p\u00ebr k\u00ebt\u00eb mnemonikan<\/a><\/noindex>, tipa \u201c\u00c7far\u00eb di p\u00ebr rrethat\u201d. Duke par\u00eb, n\u00eb vargun \u201c3,1416\u201d ka m\u00eb pak simbole se sa n\u00eb mnemoni t\u00eb cituar, por p\u00ebr ndonj\u00eb arsye njer\u00ebzit preferojn\u00eb t\u00eb mbajn\u00eb n\u00eb mend m\u00ebnyr\u00ebn m\u00eb t\u00eb pap\u00ebrshtatshme. Dhe m\u00eb e gjat\u00eb:<\/p>\n

M\u00ebso dhe di n\u00eb numrin e njohur pas shifr\u00ebs shifr\u00ebn, si t\u00eb sh\u00ebnosh fatin<\/p><\/blockquote>\n

<\/p>\n

Q\u00eb t\u00eb mos gabojm\u00eb,
\nDuhet ta lexojm\u00eb sakt\u00ebsisht
\nTre, kat\u00ebrmb\u00ebdhjet\u00eb, pes\u00ebmb\u00ebdhjet\u00eb
\nN\u00ebnt\u00ebdhjet\u00eb e dy dhe gjasht\u00eb<\/p><\/blockquote>\n

\nP\u00ebr t\u00eb mbajtur mend ngjyrat e ylberit:<\/p>\n

\u00c7do dekorator d\u00ebshiron t\u00eb dij\u00eb se ku t\u00eb shkarkoj\u00eb Photoshopin<\/p><\/blockquote>\n

Dhe fillimi i tabel\u00ebs Mendelejev:<\/p>\n

Ujin e atij vendi (Hidrogjeni) e p\u00ebrzihen me Heliumin (Heliumi), p\u00ebr t\u00eb derdhur (Liti). Po, Merr dhe derdh (Berili) n\u00eb borin e pineve (Bori), ku nga k\u00ebndi i atij vendi (Karboni) shfaqet Azoti (Azot), dhe me nj\u00eb fytyr\u00eb t\u00eb till\u00eb t\u00eb Acidit (Oksigjeni), sa q\u00eb nuk donim t\u00eb shihnim m\u00eb (Fluor). Por Nuk ishte ai (Neoni) q\u00eb na duhej, ndaj ularguam Tre (Sod) metra dhe arrit\u00ebm n\u00eb Magnoli (Magnesium), ku Alumini n\u00eb mini (Alumini) me Krem (Silicium) me p\u00ebrmbajtje Fosfori (Fosfor) u p\u00ebrgatit t\u00eb mos q\u00ebndronte Gri (Squfur). Pas k\u00ebsaj, Alia mori Kloret (Klor) dhe la anijen e Argonaut\u00ebve (Argoni)<\/p><\/blockquote>\n

Por q\u00eb di\u00e7ka kaq e dukshme n\u00eb nj\u00eb Inteligjenc\u00eb Artificiale kaq t\u00eb p\u00ebrsosur? Ndoshta, fal\u00eb aft\u00ebsis\u00eb p\u00ebr t\u00eb harruar faktet m\u00eb t\u00eb thjeshta, njeriu fiton lirin\u00eb p\u00ebr t\u00eb kombinuar fragmente t\u00eb mendimeve t\u00eb tij n\u00eb nj\u00eb rend t\u00eb \u00e7rregullt dhe p\u00ebr t\u00eb gjetur zgjidhje jo standarde? N\u00ebse \u00ebsht\u00eb k\u00ebshtu, at\u00ebher\u00eb krijimi i nj\u00eb Inteligjence Artificiale t\u00eb fort\u00eb \u00ebsht\u00eb i pamundur. Ose do t\u00eb harroj\u00eb si njeriu, ose nuk do t\u00eb jet\u00eb n\u00eb gjendje t\u00eb prodhoj\u00eb zgjidhje jo standarde. N\u00eb \u00e7do rast, nga supozimet e paraqitura del domosdoshm\u00ebria e ndarjes s\u00eb q\u00ebllimeve t\u00eb Inteligjenc\u00ebs Artificiale: nj\u00eb nga q\u00ebllimet \u00ebsht\u00eb t\u00eb modeloj\u00eb Inteligjenc\u00ebn Artificiale t\u00eb zakonshme, tjetra \u00ebsht\u00eb krijimi i nj\u00eb Inteligjence Artificiale t\u00eb fort\u00eb. Ardhja e nj\u00ebrit mund t\u00eb p\u00ebrjashtoj\u00eb arritjen e tjetrit.<\/p>\n

Si e shohim, n\u00eb fush\u00ebn e AI po lindin shum\u00eb pyetje me p\u00ebrgjigje t\u00eb paqarta, k\u00ebshtu q\u00eb nuk dihet se n\u00eb cilin drejtim t\u00eb ecim. Si\u00e7 ndodh zakonisht n\u00eb k\u00ebto raste, p\u00ebrpiqemi t\u00eb l\u00ebvizim n\u00eb t\u00eb gjitha drejtimet. Nd\u00ebrkoh\u00eb, p\u00ebr shkak t\u00eb munges\u00ebs s\u00eb formulimeve matematikore t\u00eb sakta, na duhet t\u00eb kthehemi n\u00eb filozofi dhe modelimin artistik. Nj\u00eb nga shembujt m\u00eb t\u00eb njohur n\u00eb k\u00ebt\u00eb drejtim \u00ebsht\u00eb libri \"Zgjedhja sipas Turingut\" (1992) nga nj\u00ebri nga pionier\u00ebt e AI, Marvin Lee Minsky, dhe nga shkrimtari i njohur, Harry Harrison. Do t\u00eb p\u00ebrmend nj\u00eb citat nga ky lib\u00ebr q\u00eb ndoshta shpjegon fenomenin e mnemonik\u00ebs t\u00eb p\u00ebrmendur m\u00eb sip\u00ebr:<\/p>\n

memoria njer\u00ebzore \u2014 nuk \u00ebsht\u00eb nj\u00eb magnetofon q\u00eb regjistron gjith\u00e7ka n\u00eb rend kronologjik. Ajo \u00ebsht\u00eb e nd\u00ebrtuar krejt ndryshe \u2014 m\u00eb shum\u00eb si nj\u00eb kartotek\u00eb q\u00eb mbahet pa rregull, me nj\u00eb udh\u00ebzues t\u00eb ngat\u00ebrruar dhe kontradiktor. Dhe nuk \u00ebsht\u00eb thjesht ngat\u00ebrruar \u2014 her\u00eb pas here ne ndryshojm\u00eb parimet e klasifikimit t\u00eb koncepteve.<\/p><\/blockquote>\n

\nNj\u00eb interpretim interesant i metafor\u00ebs s\u00eb magnetofonit n\u00eb nj\u00eb tjet\u00ebr vep\u00ebr letrare, tregimi i Stanis\u0142aw Lem 'Terminus' (nga seria 'Tregime p\u00ebr pilotin Pirx'). K\u00ebtu kemi rastin e nj\u00eb 'magnetofoni intelektual' t\u00eb ve\u00e7ant\u00eb: nj\u00eb robot i vjet\u00ebr n\u00eb nj\u00eb anije kozmike t\u00eb vjet\u00ebr, q\u00eb ka p\u00ebsuar nj\u00eb aksident n\u00eb t\u00eb kaluar\u00ebn, merret me pun\u00eb riparimi, t\u00eb shoq\u00ebruara me nj\u00eb zhurm\u00eb t\u00eb leht\u00eb. Por n\u00ebse d\u00ebgjon me kujdes, kjo nuk \u00ebsht\u00eb thjesht zhurm\u00eb teknologjike, por nj\u00eb regjistrim morze \u2014 biseda e an\u00ebtar\u00ebve t\u00eb ekuipazhit t\u00eb anijes q\u00eb po shkon n\u00eb humbje. Pirx nd\u00ebrhyn n\u00eb k\u00ebto biseda dhe papritur merr nj\u00eb p\u00ebrgjigje nga kozmonaut\u00ebt e vdekur prej koh\u00ebsh. Pra, duket se roboti primitiv i riparimit n\u00eb nj\u00ebfar\u00eb m\u00ebnyre ruan kopje t\u00eb nd\u00ebrgjegjes s\u00eb tyre, apo jan\u00eb k\u00ebto distorsionime kognitive t\u00eb perceptimit t\u00eb pilotit Pirx? <\/p>\n

N\u00eb nj\u00eb tjet\u00ebr tregim 'Ananke' (nga e nj\u00ebjta seri), nj\u00eb kopje e AI n\u00eb kompjuterin menaxher t\u00eb transportit kozmik \u00e7on n\u00eb nj\u00eb ngarkes\u00eb paranojake me detyra provuese, e cila p\u00ebrfundon me nj\u00eb katastrof\u00eb.<\/p>\n

N\u00eb tregimin \"Ngjarje e Fatkeqe\", nj\u00eb robot i programuara tep\u00ebr antropomorfik vdes si rezultat i nj\u00eb ngjitjeje malore q\u00eb ai vendosi t\u00eb realizoj\u00eb n\u00eb koh\u00ebn e tij t\u00eb lir\u00eb. A jan\u00eb t\u00eb nevojsh\u00ebm t\u00eb till\u00eb zbatues? Por demon\u00ebt q\u00eb e tejkalojn\u00eb ujitjen e nj\u00eb lule po ashtu nuk jan\u00eb gjithmon\u00eb t\u00eb nevojsh\u00ebm.<\/p>\n

Disa specialist\u00eb n\u00eb fush\u00ebn e AI nuk e p\u00eblqejn\u00eb k\u00ebt\u00eb lloj \"filozofie\" dhe \"let\u00ebrsie\", megjithat\u00eb k\u00ebto \"filozofi\" dhe \"let\u00ebrsi\" jan\u00eb tradicionalisht t\u00eb pranishme n\u00eb analiz\u00ebn e AI dhe jan\u00eb t\u00eb pashmangshme, p\u00ebrsa koh\u00eb q\u00eb AI krahasohet me AI-n\u00eb, e sidomos, p\u00ebrsa koh\u00eb q\u00eb n\u00eb AI p\u00ebrpiqen t\u00eb kopjohet AI.<\/p>\n

N\u00eb p\u00ebrfundim, nj\u00eb anket\u00eb p\u00ebr nj\u00eb seri pyetjesh t\u00eb ngjashme.<\/p>\n

Vet\u00ebm p\u00ebrdoruesit e regjistruar mund t\u00eb marrin pjes\u00eb n\u00eb anket\u00eb. Hyni<\/a><\/noindex>, ju lutemi.<\/p>\n

1. A p\u00ebrfshihen n\u00eb AI detyra q\u00eb kompjuteri i zgjidh duksh\u00ebm m\u00eb keq se njeriu?<\/h2>\n
    \n
  • \n

    Po<\/p>\n<\/li>\n

  • \n

    Jo<\/p>\n<\/li>\n

  • \n

    E di definicionin m\u00eb mir\u00eb. Do ta jap n\u00eb komentet.<\/p>\n<\/li>\n

  • \n

    Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

    34 p\u00ebrdorues votuan. 7 p\u00ebrdorues abstenuan.<\/p>\n

    2. A duhet q\u00eb AI t\u00eb jet\u00eb vet\u00ebm zbatues, duke kuptuar t\u00eb gjitha urdh\u00ebrat n\u00eb m\u00ebnyr\u00eb t\u00eb drejtp\u00ebrdrejt\u00eb? P\u00ebr shembull, n\u00ebse i thua t\u00eb ujit\u00eb lulen \u2014 do t\u00eb thot\u00eb t\u00eb ujit\u00eb, derisa ta kujdesin.<\/h2>\n
      \n
    • \n

      Po<\/p>\n<\/li>\n

    • \n

      Jo<\/p>\n<\/li>\n

    • \n

      Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

      37 p\u00ebrdorues votuan. 6 p\u00ebrdorues abstenuan.<\/p>\n

      3. A \u00ebsht\u00eb e mundur nj\u00eb AI i fuqish\u00ebm, i cili do t\u00eb ket\u00eb maksimumin e aft\u00ebsive (vija e kuqe n\u00eb diagramin n\u00eb fillim t\u00eb artikullit)?<\/h2>\n
        \n
      • \n

        Po<\/p>\n<\/li>\n

      • \n

        Jo<\/p>\n<\/li>\n

      • \n

        Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

        35 p\u00ebrdorues kan\u00eb votuar. 7 p\u00ebrdor\u00ebs kan\u00eb abstenuar.<\/p>\n

        4. A \u00ebsht\u00eb e mundur nj\u00eb super-AI (vija blu n\u00eb diagramin n\u00eb fillim t\u00eb artikullit)?<\/h2>\n
          \n
        • \n

          Po<\/p>\n<\/li>\n

        • \n

          Jo<\/p>\n<\/li>\n

        • \n

          Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

          36 p\u00ebrdorues kan\u00eb votuar. 7 p\u00ebrdor\u00ebs kan\u00eb abstenuar.<\/p>\n

          5. Q\u00ebllimi nd\u00ebrmjet\u00ebs duhet t\u00eb jet\u00eb jo nj\u00eb AI i fuqish\u00ebm, por as nj\u00eb AI t\u00ebr\u00ebsisht t\u00eb dob\u00ebt (vija purpur n\u00eb diagramin n\u00eb fillim t\u00eb artikullit), i cili n\u00eb disa aft\u00ebsi do t\u00eb jet\u00eb inferior ndaj AI, por jo aq shum\u00eb sa \u00ebsht\u00eb tani?<\/h2>\n
            \n
          • \n

            Po<\/p>\n<\/li>\n

          • \n

            Jo<\/p>\n<\/li>\n

          • \n

            Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

            33 p\u00ebrdorues kan\u00eb votuar. 5 p\u00ebrdor\u00ebs kan\u00eb abstenuar.<\/p>\n

            6. T\u00eb b\u00ebsh gabime t\u00eb rrezikshme n\u00eb vendime, t\u00eb tregosh pakujdesi, t\u00eb harrosh gj\u00ebra t\u00eb nevojshme dhe t\u00eb lodhesh \u2013 k\u00ebto jan\u00eb karakteristika kryesore t\u00eb padiskutueshme t\u00eb AI?<\/h2>\n
              \n
            • \n

              Po<\/p>\n<\/li>\n

            • \n

              Jo<\/p>\n<\/li>\n

            • \n

              Kam nj\u00eb mendim tjet\u00ebr, t\u00eb cilin do ta paraqes n\u00eb komente.<\/p>\n<\/li>\n

            • \n

              Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

              33 p\u00ebrdorues kan\u00eb votuar. 5 p\u00ebrdor\u00ebs kan\u00eb abstenuar.<\/p>\n

              7. Fal\u00eb aft\u00ebsis\u00eb p\u00ebr t\u00eb harrosh faktet m\u00eb t\u00eb thjeshta, njeriut i jepet liria p\u00ebr t\u00eb kombinuar fragmente t\u00eb mendimeve t\u00eb tij n\u00eb nj\u00eb rend t\u00eb \u00e7jerr\u00eb dhe p\u00ebr t\u00eb gjetur zgjidhje jo standarde?<\/h2>\n
                \n
              • \n

                Po<\/p>\n<\/li>\n

              • \n

                Jo<\/p>\n<\/li>\n

              • \n

                Kam nj\u00eb mendim tjet\u00ebr, t\u00eb cilin do ta paraqes n\u00eb komente.<\/p>\n<\/li>\n

              • \n

                Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

                31 p\u00ebrdorues kan\u00eb votuar. 4 p\u00ebrdor\u00ebs kan\u00eb abstenuar.<\/p>\n

                8. Modelimi i AI dhe krijimi i AI t\u00eb fuqish\u00ebm \u2013 dy detyra t\u00eb ndryshme q\u00eb mund t\u00eb zgjidhen me metoda t\u00eb ndryshme?<\/h2>\n
                  \n
                • \n

                  Po<\/p>\n<\/li>\n

                • \n

                  Jo<\/p>\n<\/li>\n

                • \n

                  Kam nj\u00eb mendim tjet\u00ebr, t\u00eb cilin do ta paraqes n\u00eb komente.<\/p>\n<\/li>\n

                • \n

                  Kam v\u00ebshtir\u00ebsi t\u00eb p\u00ebrgjigjem<\/p>\n<\/li>\n<\/ul>\n

                  32 p\u00ebrdorues votuan. 4 p\u00ebrdorues u abstenuan.
                  \n
                  Burimi: habr.com<\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

                  \u041f\u0420\u0415\u0414\u0423\u041f\u0420\u0415\u0416\u0414\u0415\u041d\u0418\u0415 \u0421\u0443\u0434\u044f \u043f\u043e \u0440\u0435\u043a\u043e\u0440\u0434\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u043e\u043c\u0443 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u043c\u043e\u043b\u0447\u0430\u043b\u0438\u0432\u043e \u043d\u0435\u0434\u043e\u0432\u043e\u043b\u044c\u043d\u044b\u0445 \u043a \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0442\u043e\u0440\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0435\u0441\u0442\u044c \u0447\u0442\u043e \u0432\u043e\u0437\u0440\u0430\u0437\u0438\u0442\u044c, \u043c\u043d\u043e\u0433\u0438\u043c \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u044f\u043c \u043d\u0435\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e, \u0447\u0442\u043e: 1) \u042d\u0442\u043e \u0447\u0438\u0441\u0442\u043e \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0434\u0438\u0441\u043a\u0443\u0441\u0441\u0438\u043e\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f. \u0417\u0434\u0435\u0441\u044c \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0439 \u043f\u043e \u0432\u044b\u0431\u043e\u0440\u0443 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043c\u0430\u0439\u043d\u0438\u043d\u0433\u0430 \u043a\u0440\u0438\u043f\u0442\u043e\u0432\u0430\u043b\u044e\u0442\u044b \u0438\u043b\u0438 \u0441\u0431\u043e\u0440\u043a\u0435 \u043c\u0443\u043b\u044c\u0442\u0438\u0432\u0438\u0431\u0440\u0430\u0442\u043e\u0440\u0430, \u0447\u0442\u043e\u0431\u044b \u043c\u0438\u0433\u0430\u0442\u044c \u0434\u0432\u0443\u043c\u044f \u043b\u0430\u043c\u043f\u043e\u0447\u043a\u0430\u043c\u0438. 2) \u042d\u0442\u043e \u043d\u0435 \u043d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f. \u0417\u0434\u0435\u0441\u044c \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0447\u0430\u0439\u043d\u0438\u043a\u0430 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26503,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-35308","post","type-post","status-publish","format-standard","has-post-thumbnail","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\udd47Cili nx\u00ebn\u00ebs i nevojitet magjistarit dhe \u00e7far\u00eb AI na nevojitet ne? | ProHoster","description":"KUJTIM P\u00cbRPARA Sipas raportit t\u00eb rekordsh\u00ebm t\u00eb raportit t\u00eb numrit t\u00eb pak\u00ebnaq\u00ebsive t\u00eb heshtura n\u00eb raport me numrin e komentuesve, shum\u00eb lexuesve nuk \u00ebsht\u00eb e qart\u00eb se: 1) Ky \u00ebsht\u00eb nj\u00eb artikull teorik diskutimi. K\u00ebtu nuk do t\u00eb ket\u00eb rekomandime t\u00eb duhura p\u00ebr zgjedhjen e mjeteve p\u00ebr minierat e kriptovalutave ose p\u00ebr nd\u00ebrtimin e multivibrator\u00ebve q\u00eb do t\u00eb ndri\u00e7ojn\u00eb me dy llamba. 2) Ky nuk \u00ebsht\u00eb nj\u00eb artikull popullarizues shkencor. K\u00ebtu nuk do t\u00eb ket\u00eb shpjegime p\u00ebr fillestar\u00ebt.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/kakoj-uchenik-nuzhen-charodeyu-i-kakoj-ii-nuzhen-nam","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\udd47\u041a\u0430\u043a\u043e\u0439 \u0443\u0447\u0435\u043d\u0438\u043a \u043d\u0443\u0436\u0435\u043d \u0447\u0430\u0440\u043e\u0434\u0435\u044e \u0438 \u043a\u0430\u043a\u043e\u0439 \u0418\u0418 \u043d\u0443\u0436\u0435\u043d \u043d\u0430\u043c? | ProHoster","og:description":"\u041f\u0420\u0415\u0414\u0423\u041f\u0420\u0415\u0416\u0414\u0415\u041d\u0418\u0415 \u0421\u0443\u0434\u044f \u043f\u043e \u0440\u0435\u043a\u043e\u0440\u0434\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u043e\u043c\u0443 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u043c\u043e\u043b\u0447\u0430\u043b\u0438\u0432\u043e \u043d\u0435\u0434\u043e\u0432\u043e\u043b\u044c\u043d\u044b\u0445 \u043a \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0442\u043e\u0440\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0435\u0441\u0442\u044c \u0447\u0442\u043e \u0432\u043e\u0437\u0440\u0430\u0437\u0438\u0442\u044c, \u043c\u043d\u043e\u0433\u0438\u043c \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u044f\u043c \u043d\u0435\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e, \u0447\u0442\u043e: 1) \u042d\u0442\u043e \u0447\u0438\u0441\u0442\u043e \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0434\u0438\u0441\u043a\u0443\u0441\u0441\u0438\u043e\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f. \u0417\u0434\u0435\u0441\u044c \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0439 \u043f\u043e \u0432\u044b\u0431\u043e\u0440\u0443 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043c\u0430\u0439\u043d\u0438\u043d\u0433\u0430 \u043a\u0440\u0438\u043f\u0442\u043e\u0432\u0430\u043b\u044e\u0442\u044b \u0438\u043b\u0438 \u0441\u0431\u043e\u0440\u043a\u0435 \u043c\u0443\u043b\u044c\u0442\u0438\u0432\u0438\u0431\u0440\u0430\u0442\u043e\u0440\u0430, \u0447\u0442\u043e\u0431\u044b \u043c\u0438\u0433\u0430\u0442\u044c \u0434\u0432\u0443\u043c\u044f \u043b\u0430\u043c\u043f\u043e\u0447\u043a\u0430\u043c\u0438. 2) \u042d\u0442\u043e \u043d\u0435 \u043d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f. \u0417\u0434\u0435\u0441\u044c \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0447\u0430\u0439\u043d\u0438\u043a\u0430","og:url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/kakoj-uchenik-nuzhen-charodeyu-i-kakoj-ii-nuzhen-nam","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":"2019-10-31T19:03:32+00:00","article:modified_time":"2019-10-31T19:03:32+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"35308","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":null,"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":"2026-01-21 22:44:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 02:06:24","updated":"2026-01-21 22:44:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/35308","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/comments?post=35308"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/35308\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media\/26503"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media?parent=35308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/categories?post=35308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/tags?post=35308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}