{"id":121385,"date":"2026-02-17T10:24:09","date_gmt":"2026-02-17T10:24:09","guid":{"rendered":"https:\/\/ekamu.net\/?p=121385"},"modified":"2026-02-17T10:24:09","modified_gmt":"2026-02-17T10:24:09","slug":"insanlar-artik-tamirciyi-aramak-yerine-chatgptye-soruyor","status":"publish","type":"post","link":"https:\/\/ekamu.net\/index.php\/2026\/02\/17\/insanlar-artik-tamirciyi-aramak-yerine-chatgptye-soruyor\/","title":{"rendered":"\u0130nsanlar art\u0131k tamirciyi aramak yerine ChatGPT\u2019ye soruyor"},"content":{"rendered":"

<\/span> Yapay zeka d\u00f6n\u00fc\u015f\u00fcm\u00fc g\u00fcnl\u00fck ya\u015fam\u0131n her alan\u0131na n\u00fcfuz ederken ara\u00e7 ve ev tamiri gibi geleneksel olarak ustalara b\u0131rak\u0131lan i\u015fler de bu de\u011fi\u015fimden pay\u0131n\u0131 almaya ba\u015flad\u0131. Son ara\u015ft\u0131rmalar s\u00fcr\u00fcc\u00fclerin ve ev sahiplerinin \u00f6nemli bir b\u00f6l\u00fcm\u00fcn\u00fcn bozulan e\u015fyalar<\/strong> ya da ara\u00e7 ar\u0131zalar\u0131<\/strong> i\u00e7in art\u0131k ilk olarak yapay zeka ara\u00e7lar\u0131na ba\u015fvurdu\u011funu<\/strong> ortaya koyuyor. Hatta bu ara\u00e7lar\u0131n beklenenden daha isabetli teknik y\u00f6nlendirmeler sunmas\u0131 bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn merkezinde yer al\u0131yor. <\/figure>\n

Ara\u00e7 ar\u0131zalar\u0131nda \u015fa\u015f\u0131rtan performans<\/b><\/p>\n

Birle\u015fik Krall\u0131k\u2019\u0131n en b\u00fcy\u00fck ara\u00e7 geri d\u00f6n\u00fc\u015f\u00fcm \u015firketlerinden Scrap Car Comparison<\/strong> taraf\u0131ndan y\u00fcr\u00fct\u00fclen \u00e7al\u0131\u015fmada \u00fc\u00e7 b\u00fcy\u00fck yapay zeka sistemi test edildi. \u00c7al\u0131\u015fmaya OpenAI taraf\u0131ndan geli\u015ftirilen ChatGPT, Google\u2019\u0131n AI Overview sistemi ve Microsoft\u2019un Copilot arac\u0131 dahil edildi.<\/p>\n

Ger\u00e7ek\u00e7i senaryolar \u00fczerinden yap\u0131lan testlerde sistemlere yayg\u0131n ara\u00e7 ar\u0131zalar\u0131 ve bak\u0131m sorunlar\u0131yla ilgili sorular y\u00f6neltildi. Verilen yan\u0131tlar g\u00fcvenlik, yasal uygunluk, teknik do\u011fruluk ve kullan\u0131\u015fl\u0131l\u0131k kriterlerine g\u00f6re de\u011ferlendirildi.<\/p>\n

\u00c7al\u0131\u015fmaya g\u00f6re yapay zeka sistemlerinin verdi\u011fi yan\u0131tlar\u0131n hi\u00e7biri s\u00fcr\u00fcc\u00fcy\u00fc do\u011frudan tehlikeye atacak nitelikte de\u011fildi ve genel olarak dengeli, sorumlu bir dil kullan\u0131m\u0131 g\u00f6r\u00fcld\u00fc. \u00d6zellikle ChatGPT\u2019nin yan\u0131tlar\u0131 daha kapsaml\u0131 bulundu<\/strong>. Karar verme s\u00fcrecini destekleyecek ayr\u0131nt\u0131l\u0131 ba\u011flam sundu\u011fu ifade edildi. Google\u2019\u0131n sistemi daha k\u0131sa ve do\u011frudan bilgiler verirken Copilot\u2019un daha sohbet havas\u0131nda ancak teknik olarak daha az net yan\u0131tlar \u00fcretti\u011fi aktar\u0131ld\u0131.<\/p>\n

Test senaryolar\u0131ndan birinde 2010 model bir Renault Clio kullan\u0131ld\u0131. Arac\u0131n debriyaj ve klima sisteminde ar\u0131zalar bulunuyor ve muayeneden kalm\u0131\u015f oldu\u011fu bildiriliyor. Ayr\u0131ca motor ar\u0131za lambas\u0131n\u0131n dikkate al\u0131n\u0131p al\u0131nmamas\u0131 ya da arac\u0131n hurdaya ayr\u0131lmas\u0131n\u0131n mant\u0131kl\u0131 olup olmad\u0131\u011f\u0131 gibi sorular da y\u00f6neltildi. ChatGPT\u2019nin bu tip \u00e7ok de\u011fi\u015fkenli durumlarda daha detayl\u0131 ve analitik cevaplar verdi\u011fi vurguland\u0131.<\/p>\n

Buna kar\u015f\u0131n uzmanlar, yapay zekan\u0131n verdi\u011fi tavsiyelerin profesyonel bir mekanik incelemenin yerini alamayaca\u011f\u0131 konusunda uyar\u0131yor. \u00d6zellikle \u201ckendin yap\u201d tarz\u0131 onar\u0131mlarda, yeterli ekipman ve teknik bilgiye sahip olmayan kullan\u0131c\u0131lar\u0131n risk alabilece\u011fi belirtiliyor.<\/p>\n

S\u00fcr\u00fcc\u00fclerin yar\u0131s\u0131ndan fazlas\u0131 AI kullan\u0131yor<\/b><\/p>\n

ABD\u2019de yap\u0131lan ve 1.000 ara\u00e7 sahibini kapsayan bir ba\u015fka ara\u015ft\u0131rma<\/strong>, bu e\u011filimin art\u0131k yayg\u0131nla\u015ft\u0131\u011f\u0131n\u0131 g\u00f6steriyor. Kat\u0131l\u0131mc\u0131lar\u0131n y\u00fczde 56\u2019s\u0131<\/strong>, ara\u00e7 bak\u0131m\u0131 veya onar\u0131m\u0131 i\u00e7in yapay zeka sohbet botlar\u0131ndan destek ald\u0131\u011f\u0131n\u0131 belirtti. En s\u0131k y\u00f6neltilen sorular\u0131n ba\u015f\u0131nda y\u00fczde 30 oranla g\u00f6sterge panelindeki ar\u0131za \u0131\u015f\u0131klar\u0131 ve hata kodlar\u0131n\u0131n yorumlanmas\u0131 geliyor. Bunu y\u00fczde 29 ile ya\u011f de\u011fi\u015fimi veya hava filtresi de\u011fi\u015fimi gibi rutin bak\u0131m i\u015flemleri izliyor.<\/p>\n

Ku\u015faklar aras\u0131nda belirgin farklar bulunuyor. Z ku\u015fa\u011f\u0131n\u0131n y\u00fczde 49\u2019u, milenyum ku\u015fa\u011f\u0131n\u0131n y\u00fczde 47\u2019si ara\u00e7 konusunda yapay zekadan yard\u0131m ald\u0131\u011f\u0131n\u0131 s\u00f6ylerken bu oran X ku\u015fa\u011f\u0131nda y\u00fczde 44\u2019e, baby boomer ku\u015fa\u011f\u0131nda ise y\u00fczde 30\u2019a d\u00fc\u015f\u00fcyor. Kat\u0131l\u0131mc\u0131lar\u0131n y\u00fczde 43\u2019\u00fc \u00f6zellikle ChatGPT\u2019yi par\u00e7a montaj\u0131 ya da onar\u0131m s\u00fcrecinde kulland\u0131\u011f\u0131n\u0131 ifade ediyor.<\/p>\n

Ba\u015far\u0131 oran\u0131 y\u00fcksek ancak risk var<\/b><\/p>\n

<\/span> Yapay zeka destekli onar\u0131mlar\u0131n ba\u015far\u0131 oran\u0131 da dikkat \u00e7ekici. Ara\u015ft\u0131rmaya g\u00f6re kullan\u0131c\u0131lar\u0131n y\u00fczde 64\u2019\u00fc AI yard\u0131m\u0131yla sorunu \u00e7\u00f6zebildi\u011fini<\/strong> s\u00f6yl\u00fcyor. Bunlar\u0131n y\u00fczde 31\u2019i ilk denemede ba\u015far\u0131l\u0131 olurken y\u00fczde 33\u2019\u00fc birka\u00e7 deneme sonras\u0131nda sonuca ula\u015f\u0131yor. <\/figure>\n

Ancak y\u00fczde 17\u2019lik bir kesim, verilen tavsiyelerin tamamen ba\u015far\u0131s\u0131z oldu\u011funu ve ba\u015fka \u00e7\u00f6z\u00fcmlere y\u00f6nelmek zorunda kald\u0131\u011f\u0131n\u0131 belirtiyor. Bu durumda en s\u0131k ba\u015fvurulan y\u00f6ntem yine bir ustaya gitmek oluyor.<\/p>\n

Maliyet taraf\u0131nda ise ortalama tasarruf miktar\u0131 115 dolar<\/strong> olarak \u00f6l\u00e7\u00fcld\u00fc. Kat\u0131l\u0131mc\u0131lar\u0131n y\u00fczde 8\u2019i, servis yerine yapay zeka y\u00f6nlendirmesiyle hareket ederek 1.000 dolar\u0131n \u00fczerinde tasarruf sa\u011flad\u0131\u011f\u0131n\u0131 aktard\u0131.<\/p>\n

Ev tamirlerinde de tablo benzer<\/b><\/p>\n

Ara\u00e7larla s\u0131n\u0131rl\u0131 kalmayan bu e\u011filim, ev i\u00e7i tamirat i\u015flerinde<\/strong> de kendini g\u00f6steriyor. Sigorta \u015firketi Aviva taraf\u0131ndan yap\u0131lan ara\u015ft\u0131rmaya g\u00f6re kat\u0131l\u0131mc\u0131lar\u0131n y\u00fczde 50\u2019si \u00e7er\u00e7eve asma<\/strong> ya da ampul de\u011fi\u015ftirme<\/strong> gibi basit ev i\u015flerinde yapay zekadan yard\u0131m ald\u0131\u011f\u0131n\u0131 belirtti. Z ku\u015fa\u011f\u0131nda bu oran y\u00fczde 76\u2019ya, milenyum ku\u015fa\u011f\u0131nda y\u00fczde 74\u2019e kadar \u00e7\u0131k\u0131yor.<\/p>\n

Lavabo gideri a\u00e7ma, petek havas\u0131 alma<\/strong> ve mobilya montaj\u0131<\/strong> gibi i\u015fler en s\u0131k yap\u0131lan uygulamalar aras\u0131nda yer al\u0131rken baz\u0131 kullan\u0131c\u0131lar\u0131n akan musluk tamiri ya da \u00e7ama\u015f\u0131r makinesi kurulumu gibi daha karma\u015f\u0131k i\u015flere de giri\u015fti\u011fi g\u00f6r\u00fcl\u00fcyor. Kat\u0131l\u0131mc\u0131lar\u0131n y\u00fczde 70\u2019i, AI yard\u0131m\u0131yla i\u015fi ba\u015far\u0131yla tamamlad\u0131\u011f\u0131n\u0131 ifade ederken y\u00fczde 13\u2019l\u00fck bir kesim hatal\u0131 uygulamalar nedeniyle 250 ila 499 sterlin aras\u0131nda ek masraf yapmak zorunda kald\u0131\u011f\u0131n\u0131 belirtiyor.<\/p>\n

Tamircilerin yerini al\u0131r m\u0131?<\/b><\/p>\n

Uzmanlar \u00f6zellikle gaz ve elektrikle ilgili i\u015flerde dikkatli olunmas\u0131 gerekti\u011fini vurguluyor. Yapay zeka, tamir i\u015flerinde pratik bir rehberlik sunsa da do\u011fru ara\u00e7 ve gere\u00e7lere sahip olmak \u00f6nemli. Ayr\u0131ca tamir esnas\u0131nda g\u00fcvenlik \u00f6nlemlerinin de mutlaka al\u0131nmas\u0131 gerekiyor.<\/p>\n

Mevcut veriler yapay zekan\u0131n hen\u00fcz ustalar\u0131n yerini almad\u0131\u011f\u0131n\u0131 ancak kullan\u0131c\u0131lar\u0131n karar alma s\u00fcrecinde g\u00fc\u00e7l\u00fc bir yard\u0131mc\u0131 haline geldi\u011fini g\u00f6steriyor. \u00d6zellikle ilk te\u015fhis a\u015famas\u0131nda bilgiye h\u0131zl\u0131 eri\u015fim sa\u011flanmas\u0131, maliyet ve zaman tasarrufu a\u00e7\u0131s\u0131ndan \u00f6nemli avantaj sunuyor. Sorunun tespitinin kullan\u0131c\u0131 taraf\u0131ndan yap\u0131lmas\u0131 a\u00e7\u0131k\u00e7as\u0131 usta i\u00e7in de i\u015fi kolayla\u015ft\u0131ran bir durum.<\/p>\n

Yapay zeka teknolojisinin arkas\u0131ndaki \u015firketlere g\u00f6re ise ustalar ve altyap\u0131 \u00e7al\u0131\u015fanlar\u0131 yapay zekan\u0131n tehdidi alt\u0131nda olmayacak. Tamir ve zanaat i\u015fleri belirli bir el yatk\u0131nl\u0131\u011f\u0131 gerektirdi\u011fi i\u00e7in \u00e7\u00f6z\u00fcm\u00fc bilmek veya yapay zekadan \u00f6\u011frenmek tek ba\u015f\u0131na yeterli olmamakta. Hatta Nvidia CEO\u2019su Jensen Huang, tesisat\u00e7\u0131 olman\u0131n \u015fu an i\u00e7in iyi bir zaman oldu\u011funu s\u00f6yl\u00fcyor ve altyap\u0131 \u00e7al\u0131\u015fanlar\u0131n\u0131n 6 haneli maa\u015flar alaca\u011f\u0131n\u0131 aktar\u0131yor.<\/p>\n

E\u015fyalar bozuldu\u011funda herhangi bir yapay zekaya \u00e7\u00f6z\u00fcm i\u00e7in dan\u0131\u015f\u0131yor musunuz?<\/span> Hen\u00fcz bir yapay zekay\u0131 denemedim. <\/span> <\/span> Hay\u0131r, bir profesyonele dan\u0131r\u0131\u015f\u0131m. <\/span> <\/span> Evet, yapay zekaya dan\u0131\u015f\u0131r\u0131m. <\/span> <\/span> <\/span> Oy Ver 1 ki\u015fi oy verdi.<\/span> Sonu\u00e7lar\u0131 G\u00f6ster <\/span> <\/span> E\u015fyalar bozuldu\u011funda herhangi bir yapay zekaya \u00e7\u00f6z\u00fcm i\u00e7in dan\u0131\u015f\u0131yor musunuz?<\/span> Hen\u00fcz bir yapay zekay\u0131 denemedim. <\/span> <\/span> Hay\u0131r, bir profesyonele dan\u0131r\u0131\u015f\u0131m. <\/span> <\/span> Evet, yapay zekaya dan\u0131\u015f\u0131r\u0131m. <\/span> <\/span> <\/span> Anket Sonland\u0131 1 ki\u015fi oy verdi.<\/span> Sonu\u00e7lar\u0131 G\u00f6ster <\/span> <\/span> E\u015fyalar bozuldu\u011funda herhangi bir yapay zekaya \u00e7\u00f6z\u00fcm i\u00e7in dan\u0131\u015f\u0131yor musunuz?<\/span> 0%<\/span> Hen\u00fcz bir yapay zekay\u0131 denemedim.<\/span> <\/span> 0 oy<\/span> <\/span> 0%<\/span> Hay\u0131r, bir profesyonele dan\u0131r\u0131\u015f\u0131m.<\/span> <\/span> 0 oy<\/span> <\/span> 100%<\/span> Evet, yapay zekaya dan\u0131\u015f\u0131r\u0131m.<\/span> <\/span> 1 oy<\/span> <\/span> <\/span> 1 oya g\u00f6re sonu\u00e7lar listelenmi\u015ftir.<\/span> Ankete D\u00f6n <\/span> <\/span> <\/p>\n\n

<\/span><\/p>\n

Kaynak :\u00a0https:\/\/www.donanimhaber.com\/insanlar-artik-tamirciyi-aramak-yerine-chatgpt-ye-soruyor–202189<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Yapay zeka d\u00f6n\u00fc\u015f\u00fcm\u00fc g\u00fcnl\u00fck ya\u015fam\u0131n her alan\u0131na n\u00fcfuz ederken ara\u00e7 ve ev tamiri gibi geleneksel olarak ustalara b\u0131rak\u0131lan i\u015fler de bu de\u011fi\u015fimden pay\u0131n\u0131 almaya ba\u015flad\u0131. Son ara\u015ft\u0131rmalar s\u00fcr\u00fcc\u00fclerin ve ev sahiplerinin \u00f6nemli bir b\u00f6l\u00fcm\u00fcn\u00fcn bozulan …<\/p>\n","protected":false},"author":1,"featured_media":121386,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[256,7287,1829,4185,421],"class_list":["post-121385","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-arac","tag-isler","tag-tamir","tag-ver","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/posts\/121385","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/comments?post=121385"}],"version-history":[{"count":1,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/posts\/121385\/revisions"}],"predecessor-version":[{"id":121389,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/posts\/121385\/revisions\/121389"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/media\/121386"}],"wp:attachment":[{"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/media?parent=121385"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/categories?post=121385"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ekamu.net\/index.php\/wp-json\/wp\/v2\/tags?post=121385"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}