{"id":13531,"date":"2020-03-30T08:42:27","date_gmt":"2020-03-30T05:42:27","guid":{"rendered":"https:\/\/www.turhost.com/blog\/?p=13531"},"modified":"2021-11-26T11:48:41","modified_gmt":"2021-11-26T08:48:41","slug":"yapay-zeka-nedir","status":"publish","type":"post","link":"https:\/\/www.turhost.com/blog\/yapay-zeka-nedir\/","title":{"rendered":"Yapay Zeka Nedir?"},"content":{"rendered":"\n

Yapay zeka dendi\u011finde insan gibi d\u00fc\u015f\u00fcnen ve insan hareketlerini taklit edebilen robotlar akl\u0131n\u0131za geliyor de\u011fil mi? \u0130\u015fte tam da bu nedenle “Yapay Zeka Nedir?” sorusunun yan\u0131tlar\u0131n\u0131 g\u00f6zden ge\u00e7irmeniz gerek!<\/p>\n\n\n\n

Teknoloji ilerledik\u00e7e, g\u00fcnl\u00fck hayat\u0131m\u0131z\u0131 kolayla\u015ft\u0131ran detaylar\u0131n ard\u0131nda gizlenen yapay zeka uygulamalar\u0131, s\u0131radan bilgisayar i\u015flevleri haline geliyor. Bu nedenle hepimizin yapay zeka alg\u0131s\u0131nda z\u0131playan, u\u00e7an robotlar gibi daha karma\u015f\u0131k teknolojiler yer al\u0131yor. <\/p>\n\n\n\n

Yapay zeka (ArtificiaI Intelligence – AI), makinelere ak\u0131l y\u00fcr\u00fctme, \u00f6\u011frenme ve problem \u00e7\u00f6zme yetene\u011fi kazand\u0131rma bilimidir. Bir makinenin insan zekas\u0131n\u0131 taklit edebilecek \u015fekilde tasarlanabilece\u011fi ilkesine dayan\u0131r. <\/p>\n\n\n\n

Google aramalar\u0131 yaparken, online seyahat rezervasyonlar\u0131nda ya da Facebook haber ak\u0131\u015f\u0131n\u0131 a\u00e7t\u0131\u011f\u0131n\u0131zda yapay zeka kulland\u0131\u011f\u0131n\u0131z\u0131n fark\u0131nda m\u0131s\u0131n\u0131z?<\/p>\n\n\n\n

Yapay Zekan\u0131n Tarihi<\/h2>\n\n\n\n

Yapay zeka terimi 1956’da ortaya \u00e7\u0131kt\u0131\u011f\u0131nda, \u00e7o\u011funlukla akademik ara\u015ft\u0131rmalarda ge\u00e7iyor, dama \u00f6\u011frenmek veya matematiksel problemleri \u00e7\u00f6zmek gibi g\u00f6revler i\u00e7in kullan\u0131l\u0131yordu. <\/p>\n\n\n\n

1990’l\u0131 y\u0131llarda, yapay zeka lojistik, veri madencili\u011fi, t\u0131bbi te\u015fhi\u015f ve D\u00fcnya satran\u00e7 \u015fampiyonunu yenmek gibi daha karma\u015f\u0131k g\u00f6revler i\u00e7in kullan\u0131lmaya ba\u015fland\u0131.<\/p>\n\n\n\n

2000’li y\u0131llar\u0131n ba\u015flar\u0131nda, yapay zeka teknolojileri; makine \u00f6\u011frenimi ara\u015ft\u0131rmalar\u0131nda, Google gibi arama motorlar\u0131 taraf\u0131ndan ve Amazon gibi b\u00fcy\u00fck web siteleri taraf\u0131ndan kullan\u0131lmaya devam edildi.<\/p>\n\n\n\n

G\u00fcn\u00fcm\u00fczde yapay zekan\u0131n pratik uygulamalar\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde makine \u00f6\u011frenimi ve derin \u00f6\u011frenmeye indirgenmi\u015ftir. Makine \u00f6\u011frenimi yapay zekan\u0131n alt k\u00fcmesidir.<\/p>\n\n\n\n

\"yapay<\/figure>\n\n\n\n

Bir yapay zekan\u0131n ger\u00e7ekten ak\u0131ll\u0131 olup olmad\u0131\u011f\u0131na dair en klasik test Turing<\/strong> Testidir. Bir makine bir insanla metin yoluyla ileti\u015fim kurdu\u011funda, insan kar\u015f\u0131s\u0131ndakinin bir makine oldu\u011fundan \u015f\u00fcphelenmiyorsa, cihaz testi ge\u00e7mi\u015f olur! Ancak \u201cYapay zeka\u201d teriminin babas\u0131 bilgisayar bilimcisi John McCarthy, bir makinenin bir insan\u0131 nas\u0131l taklit edece\u011fini bilmese bile yine de ak\u0131ll\u0131 kabul edilebilece\u011fini ve testi ge\u00e7ece\u011fini iddia eder.<\/p>\n\n\n\n

Yapay Zeka Nerelerde Kullan\u0131l\u0131r?<\/h2>\n\n\n\n

Kolayl\u0131k, h\u0131z, do\u011fruluk, g\u00fcven ve deneyim gibi fakt\u00f6rler, yapay zekan\u0131n daha geni\u015f alanda kabul g\u00f6rmesi i\u00e7in olduk\u00e7a \u00f6nemlidir. Yapay zeka, bankac\u0131l\u0131k, nakliye, ula\u015f\u0131m gibi hemen hemen her alanda kullan\u0131lan y\u00fcksek bir potansiyele sahiptir. Sonsuz yapay zeka uygulamalar\u0131 aras\u0131nda fark yaratanlara ve sa\u011fl\u0131k, finans, seyahat, al\u0131\u015fveri\u015f gibi sekt\u00f6rler baz\u0131nda en yayg\u0131n kullan\u0131m alanlar\u0131na sahip olanlara g\u00f6z atal\u0131m m\u0131?<\/p>\n\n\n\n

Finans<\/h3>\n\n\n\n

G\u00fcn\u00fcm\u00fczde finans sekt\u00f6r\u00fcnde veri analistlerinin saatlerce \u00e7al\u0131\u015farak ortaya koyabilece\u011fi raporlara k\u0131sa s\u00fcrede ula\u015f\u0131lmas\u0131 yapay zekan\u0131n eseridir.<\/p>\n\n\n\n

Finans sekt\u00f6r\u00fcn\u00fcn b\u00fcy\u00fck miktarlarda say\u0131sal verilerin ger\u00e7ek zamanl\u0131 raporlanmas\u0131, do\u011frulu\u011fu ve i\u015flenmesi gibi titizlikle y\u00fcr\u00fct\u00fclmesi gereken konular\u0131; onu yapay zeka ile en iyi e\u015fle\u015fen sekt\u00f6rlerden biri haline getirmi\u015ftir. <\/p>\n\n\n\n

Bankac\u0131l\u0131k sekt\u00f6r\u00fc, ola\u011fan d\u0131\u015f\u0131 banka kart\u0131 kullan\u0131m\u0131 gibi doland\u0131r\u0131c\u0131l\u0131k faaliyetlerini tespit etmek i\u00e7in de yapay zeka uygulamalar\u0131n\u0131 kullan\u0131r.<\/p>\n\n\n\n

Hatta piyasa verilerini tarayarak, tercihinize g\u00f6re en iyi portf\u00f6y\u00fc veya sto\u011fu tahmin edebilen yapay zeka destekli otomatik finans dan\u0131\u015fmanlar\u0131n\u0131n da g\u00f6revini ba\u015far\u0131yla yerine getirdiklerini ekleyelim. <\/p>\n\n\n\n

Al\u0131\u015fveri\u015f<\/h3>\n\n\n\n

Kulland\u0131\u011f\u0131n\u0131z online sat\u0131\u015f siteleri, be\u011fenileriniz konusunda bilgiler toplar ve depolar. Google Analytics, herhangi bir online sat\u0131\u015f sitesine, hangi sayfas\u0131nda ne kadar zaman harcad\u0131\u011f\u0131n\u0131za, konumunuza, taray\u0131c\u0131n\u0131za, cihaz\u0131n\u0131za hatta mouse kullan\u0131m\u0131n\u0131za dair bilgiler sunabilir.
<\/p>\n\n\n\n

\"al\u0131\u015fveri\u015fte<\/figure>\n\n\n\n

Bu tip ki\u015fisel verileri kullanarak firmalar; size \u00f6zel anl\u0131k bildirim, mesaj ve g\u00f6rsellerle sizi elde tutmaya \u00e7al\u0131\u015f\u0131r.<\/p>\n\n\n\n

Bu ama\u00e7la yapay zeka; en \u00e7ok satan \u00fcr\u00fcnlerde indirim hakk\u0131nda bildirim g\u00f6nderebilir, istenen \u00f6\u011feler i\u00e7in zaman s\u0131n\u0131rlar\u0131 sunabilir ve konumunuz gibi kriterlere g\u00f6re aray\u00fcz\u00fc ya da para birimini otomatik olarak de\u011fi\u015ftirebilir, <\/p>\n\n\n\n

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

Sa\u011fl\u0131k<\/h3>\n\n\n\n

Hastal\u0131klar\u0131 tahmin etmek ve do\u011fru tedaviyi sunmak i\u00e7in verilerinden yararlan\u0131lan yapay zeka, sa\u011fl\u0131k sekt\u00f6r\u00fcnde aktif olarak kullan\u0131l\u0131yor.<\/p>\n\n\n\n

Sa\u011fl\u0131k hizmetlerinde yapay zekaya, siber su\u00e7lulara kar\u015f\u0131 hasta kay\u0131tlar\u0131n\u0131 korumak, cerrahi prosed\u00fcrler, ila\u00e7 dozu belirlemek gibi alanlarda zaman ve maliyet avantaj\u0131 nedeniyle ba\u015fvurulmakta.

Ayr\u0131ca yapay zeka destekli teknolojiler; patologlar\u0131n doku \u00f6rneklerini analiz etmelerine ve do\u011fru tan\u0131 koymalar\u0131na da yard\u0131mc\u0131 oluyor.<\/p>\n\n\n\n

Sosyal Medya<\/h3>\n\n\n\n
\"sosyal<\/figure>\n\n\n\n

Facebook, Twitter, Instagram gibi sosyal medya platformlar\u0131n\u0131 her kulland\u0131\u011f\u0131n\u0131zda yapay zeka; kullan\u0131c\u0131 deneyimini geli\u015ftirmek i\u00e7in ge\u00e7mi\u015fteki t\u00fcm aramalar\u0131n\u0131z\u0131, etkile\u015fimlerinizi, davran\u0131\u015flar\u0131n\u0131z\u0131 g\u00f6z \u00f6n\u00fcnde bulundurur.
<\/p>\n\n\n\n

Chatboatlar ve M\u00fc\u015fteri Deste\u011fi<\/h3>\n\n\n\n

E-posta veya telefon yoluyla eri\u015filebilen geleneksel destek kanallar\u0131 i\u015fletmeler i\u00e7in para ve insan kaynaklar\u0131 israf\u0131 anlam\u0131na gelir.

Yapay zeka destekli m\u00fc\u015fteri yard\u0131mc\u0131lar\u0131, sipari\u015finizin durumunu bildirmek ve a\u00e7\u0131klaman\u0131za g\u00f6re belirli bir \u00fcr\u00fcn\u00fc bulman\u0131za yard\u0131mc\u0131 olmak gibi basit sorular\u0131 yan\u0131tlayabilir.<\/p>\n\n\n\n

Chatbotlar yaz\u0131l\u0131 veya s\u00f6zl\u00fc metni ayr\u0131\u015ft\u0131rabilen ve uygun \u015fekilde yap\u0131land\u0131r\u0131lm\u0131\u015f i\u00e7eri\u011fi kullanarak yan\u0131t verebilen bilgisayar sistemleridir. Chatbotlar, hem uygun bilgileri olu\u015fturmak hem de kullan\u0131c\u0131 hakk\u0131nda bilgi edinmek i\u00e7in anlambilim, Bayes analizi ve makine \u00f6\u011frenimi kombinasyonunu kullan\u0131r. <\/p>\n\n\n\n

\"sohbette<\/figure>\n\n\n\n

Hat\u0131rlat\u0131c\u0131lar ve bildirimler g\u00f6ndererek m\u00fc\u015fteriyi elde tutma oran\u0131n\u0131 art\u0131rd\u0131\u011f\u0131ndan, insanlara k\u0131yasla an\u0131nda cevaplar sunarak yan\u0131t s\u00fcresini azaltt\u0131\u011f\u0131ndan ve g\u00fcn\u00fcn her saatinde hizmet sunabildi\u011finden online al\u0131\u015fveri\u015fte chatbot kullan\u0131m\u0131 olduk\u00e7a avantajl\u0131d\u0131r.<\/p>\n\n\n\n

LinkedIn, Facebook ve di\u011fer web sitelerinde bulabilece\u011finiz sohbet ara\u00e7lar\u0131n\u0131 chatbot \u00f6rne\u011fi olarak ekleyebiliriz. <\/p>\n\n\n\n

S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar, Dronelar, Otopilot <\/h3>\n\n\n\n

Otonom ara\u00e7lar da denen s\u00fcr\u00fcc\u00fcs\u00fcz arabalar, yapay zekan\u0131n otomotiv end\u00fcstrisini nas\u0131l etkiledi\u011finin ba\u015fl\u0131ca \u00f6rnekleridir. Statik ve hareketli engelleri \u00f6ng\u00f6rmek ve hedeflere dayal\u0131 eylemleri belirlemek i\u00e7in g\u00f6rsel tan\u0131ma sistemlerini ve ger\u00e7ek zamanl\u0131 modellemeyi kullan\u0131rlar. Y\u00fcz tan\u0131ma ve biyometrik sistem, s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n insan y\u00fczlerini analiz etmesini ve g\u00fcvenli bir \u015fekilde yol almas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n

Kendi kendine giden arabalar, m\u00fcmk\u00fcn olan en d\u00fc\u015f\u00fck risk ve en az kayba odakl\u0131d\u0131r. \u00c7arp\u0131\u015fma senaryolar\u0131nda, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131n en az miktarda hasara neden olan se\u00e7ene\u011fi hesaplamas\u0131 i\u00e7in \u00e7al\u0131\u015f\u0131lmaktad\u0131r.<\/p>\n\n\n\n

\"Ula\u015f\u0131mda<\/figure><\/div>\n\n\n\n

Yolcusuz hava arac\u0131 olarak bilinen dronlar yusuf\u00e7uk kadar k\u00fc\u00e7\u00fck ya da jet kadar b\u00fcy\u00fck olabilir. Dronlar, s\u00fcr\u00fc davran\u0131\u015f\u0131n\u0131 veya \u00f6nceden programlanm\u0131\u015f talimatlar\u0131 izleyerek koordineli bir \u015fekilde hareket edebilir. <\/p>\n\n\n\n

S\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar ve sevkiyatlar\u0131 teslim eden dronelarla, ula\u015f\u0131m ve nakliyat ile ilgili \u00f6nemli miktarda sorunun h\u0131zl\u0131 ve etkili \u015fekilde \u00e7\u00f6z\u00fclebilece\u011fi \u00f6ng\u00f6r\u00fclmekte.<\/p>\n\n\n\n

U\u00e7u\u015flarda kullan\u0131lan otopilot teknolojisi de yapay zekan\u0131n insanl\u0131\u011fa sundu\u011fu en b\u00fcy\u00fck kolayl\u0131klardan sadece biri.<\/p>\n\n\n\n

Seyahat <\/h3>\n\n\n\n

Google Haritalar; yapay zeka \u00f6zellikli algoritmalarla yol bilgilerini taray\u0131p bisiklet, araba, otob\u00fcs, tren ya da yaya olarak gidilebilecek en uygun rotay\u0131 belirler. <\/p>\n\n\n\n

Navigasyonlarla etkili rotalar \u00f6nermek d\u0131\u015f\u0131nda yapay zeka; chatbotlar ile de seyahat end\u00fcstrisini h\u0131zla de\u011fi\u015ftirmekte. Seyahat \u00f6nerileri, en uygun rezervasyon fiyatlar\u0131 ve h\u0131zl\u0131 yan\u0131t s\u00fcreleri i\u00e7in t\u00fcketicilerle insan benzeri etkile\u015fimi kolayla\u015ft\u0131ran chatbotlar, kullan\u0131c\u0131lar\u0131n seyahat ipu\u00e7lar\u0131n\u0131 incelemesine, gezi alanlar\u0131 ve yemek se\u00e7eneklerini ara\u015ft\u0131rmalar\u0131na olanak tan\u0131r.
<\/p>\n\n\n\n

Ak\u0131ll\u0131 Cihazlar<\/h3>\n\n\n\n

Se\u00e7imlerimize tepki verebilen yapay zeka destekli evler g\u00f6rmemiz i\u00e7in biraz daha beklememiz gerekse de zamana g\u00f6re yo\u011funlu\u011fu ve rengi de\u011fi\u015febilen ak\u0131ll\u0131 \u0131\u015f\u0131klar ve s\u0131cakl\u0131\u011f\u0131 kullan\u0131c\u0131 tercihine g\u00f6re ayarlayabilen termostatlar gibi yapay zeka destekli cihazlar giderek yayg\u0131nla\u015f\u0131yor.<\/p>\n\n\n\n

Alexa ve Siri gibi otomatik sesli yard\u0131m sistemleri kullan\u0131c\u0131lar\u0131n g\u00fcnl\u00fck hayatlar\u0131n\u0131 kolayla\u015ft\u0131rmaya yard\u0131mc\u0131 olan yapay zeka \u00f6rnekleridir.
<\/p>\n\n\n\n

M\u00fczik – Yemek<\/h3>\n\n\n\n

Yapay zeka milyonlarca konu\u015fmadan elde edilen verilere dayanarak m\u00fczisyenlerin tema olu\u015fturmas\u0131na, farkl\u0131 m\u00fczikal \u00f6geler \u00fcretmesine yard\u0131mc\u0131 olabiliyor. Seyircilerin ne istedi\u011fini anlayabilen yapay zeka, m\u00fczisyenlerin buna g\u00f6re besteler yapmas\u0131n\u0131 sa\u011flayabilir. <\/p>\n\n\n\n

Yiyeceklerin uyumuna g\u00f6re \u00f6nerilerde bulunmak ve yemek tarifleri geli\u015ftirmenize yard\u0131mc\u0131 olmak da yapay zekan\u0131n oyun alanlar\u0131ndan biri.
<\/p>\n\n\n\n

E\u011flence<\/h3>\n\n\n\n

G\u00f6rsel ve ses tan\u0131ma sistemleri <\/strong>medya \u00f6gelerini kodlanm\u0131\u015f bir s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f forma d\u00f6n\u00fc\u015ft\u00fcrerek \u00e7al\u0131\u015f\u0131r. En yak\u0131n e\u015fle\u015fmeler i\u00e7in dizinler veya makine \u00f6\u011frenme sistemleri arac\u0131l\u0131\u011f\u0131yla algoritmalar kullan\u0131l\u0131r ve bu genellikle Bayes Analizi ile g\u00fc\u00e7lendirilir. Belirli paternler birbirine g\u00f6re meydana gelme s\u0131kl\u0131klar\u0131na g\u00f6re analiz edilir.<\/p>\n\n\n\n

\u00d6nceki arama sonu\u00e7lar\u0131n\u0131za dayanarak Netflix, tercih edebilece\u011finiz filmlerin listesini yapay zekan\u0131n yard\u0131m\u0131yla izleyicilere sunar. <\/p>\n\n\n\n

Fraktallar ve yapay zeka aras\u0131nda derin bir ba\u011flant\u0131 vard\u0131r; suyun hareketi, ate\u015fin alevleri, havadaki duman\u0131n sal\u0131n\u0131m\u0131 gibi fraktal g\u00f6r\u00fcnt\u00fcleme teknolojileri<\/strong> gi\u015fe rekorlar\u0131 k\u0131ran filmlerde standart halini alm\u0131\u015ft\u0131r.<\/p>\n\n\n\n

G\u00fcvenlik<\/h3>\n\n\n\n

Yapay zekan\u0131n g\u00fcvenlik kameralar\u0131 g\u00f6r\u00fcnt\u00fclerini y\u00fcz ve ses tan\u0131ma teknolojileri ile izleyebilmesi, insanlardan ayn\u0131 anda \u00e7ok say\u0131da kameradan gelen yay\u0131nlar\u0131 takip etmesini istemekten \u00e7ok daha verimli ve uygulanabilirdir.
<\/p>\n\n\n\n

Depolama ve Tedarik Zinciri <\/h3>\n\n\n\n

Yapay Zeka destekli otomatik depolama ve tedarik zinciri y\u00f6netim sistemleri; envanterlerin y\u00f6netilmesine, e-ticaret end\u00fcstrisinin daha verimli \u00e7al\u0131\u015fmas\u0131na yard\u0131mc\u0131 olmaktad\u0131r.<\/p>\n\n\n\n

Nesnelerin \u0130nterneti ve Robotik<\/h3>\n\n\n\n

Cihazlar\u0131n birbiriyle ileti\u015fimine odaklanan nesnelerin interneti<\/strong> ve hareket edebilen otonom fiziksel ajanlar olu\u015fturmay\u0131 i\u00e7eren robotik<\/strong> do\u011frudan yapay zeka diyemeyece\u011fimiz ama yapay zeka tabanl\u0131 sistemlere dayanan teknolojilerdir. Her ikisi de sinyalleri tan\u0131mlamak, yan\u0131t\u0131 belirlemek ve i\u00e7inde bulunduklar\u0131 durumlar\u0131 y\u00f6netebilmek i\u00e7in yapay zekay\u0131 kullan\u0131r.<\/p>\n\n\n\n

Blockchain<\/h3>\n\n\n\n

En y\u00fcksek \u00f6nlemlerle tasarland\u0131\u011f\u0131nda yapay zeka inan\u0131lmaz derecede devrimci olabilir. Buna b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yard\u0131mc\u0131 olacak teknoloji blockchaindir. \u015eifrelenmi\u015f verileri depolamak i\u00e7in kullan\u0131lan Blockchain<\/strong> ve toplanan verilerden karar vermeyi sa\u011flayacak beyne sahip yapay zeka; birbirlerinden faydalanabilecek ve birbirlerine yard\u0131m edebilecek \u00f6zelliklere sahiptir. Bu iki teknolojinin bir araya gelmesi birbirlerinin potansiyelini art\u0131rabilir ve verilerin yeni d\u00fczeylere eri\u015fmesini sa\u011flayabilir.<\/p>\n\n\n\n

Yapay Zekaya Y\u00f6nelik Ele\u015ftiriler<\/h2>\n\n\n\n

Yapay zeka konusunda en yayg\u0131n endi\u015fe, ilerde makinelerin kendilerini yeniden tasarlayacaklar\u0131 kadar geli\u015febilecekleri ve insanlar\u0131n buna ayak uyduramayaca\u011f\u0131na y\u00f6neliktir. <\/p>\n\n\n\n

Bir di\u011fer endi\u015fe makinelerin insanlar\u0131n \u00f6zel hayat\u0131na y\u00f6nelik tehdit olu\u015fturabilece\u011fi hatta silahland\u0131r\u0131labilece\u011fi y\u00f6n\u00fcndedir. <\/p>\n\n\n\n

Robotlar gibi ak\u0131ll\u0131 sistemlerin insanlarla e\u015fit haklara sahip olup olmamas\u0131 konular\u0131nda da etiksel arg\u00fcmanlar s\u00fcrmektedir.<\/p>\n\n\n\n

Yapay zeka ile ilgili en yayg\u0131n tart\u0131\u015fmalardan biri de istihdam\u0131 nas\u0131l etkileyece\u011fi konusudur. Kendi kendine giden arabalar\u0131n taksicili\u011fi ortadan kald\u0131raca\u011f\u0131 d\u00fc\u015f\u00fcn\u00fclmektedir. Ak\u0131ll\u0131 makinelerin kullan\u0131lmas\u0131yla belirli i\u015fleri otomatikle\u015ftirmek isteyen bir\u00e7ok sekt\u00f6r, maliyet ve zaman avantaj\u0131 nedeniyle yapay zeka teknolojilerini b\u00fcnyesine entegre etme e\u011filimindedir. <\/p>\n\n\n\n

Yapay zeka teknolojilerine empati kurma, insanlara \u00f6ncelik verme gibi beceriler kazand\u0131r\u0131larak ve bu becerilerin de\u011fi\u015ftirilmesini \u00f6nleyecek sistemlerin entegre edilerek bu endi\u015felerin bir k\u0131sm\u0131na engel olunabilece\u011fi d\u00fc\u015f\u00fcn\u00fclmektedir.<\/p>\n\n\n\n

\u00d6zet<\/h3>\n\n\n\n

Yapay zeka teknolojisi, do\u011fru ve h\u0131zl\u0131 t\u0131bbi te\u015fhis ve g\u00fcvenli otonom ara\u00e7lar gibi f\u0131rsatlar i\u00e7in umut vaat etse de neredeyse her sekt\u00f6re uygulanabilir oldu\u011fundan bir\u00e7ok insan\u0131n i\u015ften \u00e7\u0131kar\u0131lma potansiyeli ve bili\u015fsel g\u00f6revler a\u00e7\u0131s\u0131ndan yapay zeka uygulamalar\u0131na a\u015f\u0131r\u0131 ba\u011f\u0131ml\u0131l\u0131k gibi endi\u015felere neden olmaktad\u0131r.<\/p>\n\n\n\n

\u00d6zetle, “Yapay zeka nedir?” sorusunun yan\u0131t\u0131nda sadece sorunlar\u0131 d\u00fc\u015f\u00fcnme ve \u00e7\u00f6zme yetene\u011fine sahip robotlar de\u011fil derinlemesine raporlar olu\u015fturmaya yarayan pazarlama ara\u00e7lar\u0131 ve minimal insan m\u00fcdahalesi ile hayat\u0131m\u0131z\u0131 kolayla\u015ft\u0131rabilecek say\u0131s\u0131z detay sakl\u0131. <\/p>\n","protected":false},"excerpt":{"rendered":"Yapay zeka dendi\u011finde sadece insan gibi d\u00fc\u015f\u00fcnen ve insan hareketlerini taklit edebilen robotlar akl\u0131n\u0131za geliyorsa bu yaz\u0131y\u0131 mutlaka okuman\u0131z gerek:)\n","protected":false},"author":1,"featured_media":14290,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"25765,29649,64326,12482,43938,51860","_relevanssi_noindex_reason":"","footnotes":""},"categories":[652,138,667],"tags":[],"class_list":{"0":"post-13531","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-dedicated-server","8":"category-ipuclari","9":"category-ssd-sunucu"},"yoast_head":"\nYapay Zeka Nedir? 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