{"id":107094,"date":"2023-03-28T09:54:55","date_gmt":"2023-03-28T09:54:55","guid":{"rendered":"https:\/\/alj.com\/?post_type=perspective&#038;p=107094"},"modified":"2023-07-05T10:55:40","modified_gmt":"2023-07-05T10:55:40","slug":"acaba-blokta-kac-kisi-calisiyor-yapay-zeka-devrimi-kontrolu-ele-geciriyor","status":"publish","type":"perspective","link":"https:\/\/alj.com\/tr\/perspective\/acaba-blokta-kac-kisi-calisiyor-yapay-zeka-devrimi-kontrolu-ele-geciriyor\/","title":{"rendered":"Acaba blokta ka\u00e7 ki\u015fi \u00e7al\u0131\u015f\u0131yor? Yapay zeka devrimi kontrol\u00fc ele ge\u00e7iriyor"},"content":{"rendered":"<h4><em>Yapay zeka (AI), \u00e7al\u0131\u015fma \u015feklimizde devrim yaratma ve \u015fu anda insan i\u015f g\u00fcc\u00fc gerektiren bir\u00e7ok g\u00f6revi otomatikle\u015ftirme potansiyeline sahiptir. Baz\u0131 uzmanlar, yapay zekan\u0131n \u00f6n\u00fcm\u00fczdeki on y\u0131llarda \u00e7o\u011fu i\u015fin yerini alaca\u011f\u0131na inan\u0131rken, di\u011ferleri bunun yeni i\u015f f\u0131rsatlar\u0131 yarataca\u011f\u0131n\u0131 ve \u00fcretkenli\u011fi art\u0131raca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnmektedir.<\/em><\/h4>\n<p>Kula\u011fa inand\u0131r\u0131c\u0131 geliyor, de\u011fil mi? O paragraf\u0131 bir insan\u0131n yazmad\u0131\u011f\u0131n\u0131 \u00f6\u011frendi\u011finizde buna daha \u00e7ok inanacaks\u0131n\u0131z. O yaz\u0131y\u0131 bir yapay zeka yazd\u0131. Veya detay vermek gerekirse, <a href=\"https:\/\/chat.openai.com\/chat\">ChatGPT<\/a> bunu yapt\u0131.<\/p>\n<p>OpenAI\u2019nin beklenenden \u00f6nce geli\u015ftirilen sohbet robotu Kas\u0131m 2022\u2019de alk\u0131\u015flar e\u015fli\u011finde duyuruldu ve do\u011fal dil i\u015flemeden (NLP) yararlanan b\u00fcy\u00fck bir dil modeli kullan\u0131yor. Bu, yapay zekan\u0131n analiz etmeyi, anlamay\u0131 ve dille ileti\u015fim kurmay\u0131 ama\u00e7layan bir koludur.<\/p>\n<p>GPT-3 (\u00d6nceden E\u011fitimli \u00dcretici Transformat\u00f6r 3) AI, insanlar gibi g\u00f6r\u00fcnmek \u00fczere \u00e7ok b\u00fcy\u00fck miktarda veri ve kullan\u0131c\u0131 geri bildirimi konusunda e\u011fitilmi\u015ftir ve yemek tariflerinden talep \u00fczerine haz\u0131rlanan \u00f6zge\u00e7mi\u015flere kadar her \u015feyi \u00fcretebilir (e\u011fer istenirse Shakespeare tarz\u0131nda bile<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>). \u00c7eviri, duygu analizi, yapay zeka ile ilgili makalelere giri\u015f&#8230; ChatGPT, basit metin komutlar\u0131ndan bile kod olu\u015fturabilir. 175 milyar parametre ile bug\u00fcne kadarki en b\u00fcy\u00fck ve en g\u00fc\u00e7l\u00fc yapay zeka ile dil i\u015fleme modellerinden biridir.<a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107127\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1896\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-300x222.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-1024x758.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-150x111.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-768x569.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-1536x1138.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation-2048x1517.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>G\u00f6r\u00fcn\u00fc\u015fe g\u00f6re bilgisayarlar, bir zamanlar sadece insanlara \u00f6zg\u00fc oldu\u011fu d\u00fc\u015f\u00fcn\u00fclen karma\u015f\u0131k g\u00f6revlerde giderek daha fazla ihlalde bulunuyorlar (Diplomacy isimli oyunda profesyonel iftirac\u0131lar\u0131 aldatma dahil<a href=\"#_ftn3\" name=\"_ftnref3\"><sup>[3]<\/sup><\/a>).<\/p>\n<p>Bu arada Microsoft, ChatGPT\u2019nin arkas\u0131ndaki \u015firket olan OpenAI\u2019ye 10 milyar ABD dolar\u0131na ula\u015fan yat\u0131r\u0131m yapm\u0131\u015ft\u0131r<a href=\"#_ftn4\" name=\"_ftnref4\">[4]<\/a>. Profesyonel yazarlar hen\u00fcz alternatif bir i\u015f aray\u0131\u015f\u0131nda de\u011filler, ancak kesinlikle daha h\u0131zl\u0131 yaz\u0131yorlar!<\/p>\n<p>Yaz\u0131l\u0131 bas\u0131ndan bilgisayara ve okuyan, yazan ve g\u00fczel sanatlar \u00fcreten makinelere kadar insan tarihi teknolojik yenilik ve otomasyon \u00fczerine in\u015fa ediliyor. Gelece\u011fimiz yapay zekada m\u0131?<\/p>\n<p>\u0130\u015f d\u00fcnyas\u0131 kesinlikle \u00f6yle d\u00fc\u015f\u00fcn\u00fcyor.<\/p>\n<h2>Yapay zeka ak\u0131ll\u0131ca bir harekettir<\/h2>\n<p>McKinsey\u2019in <em>Yapay Zeka Durumu 2022<\/em> anketine<a href=\"#_ftn5\" name=\"_ftnref5\">[5]<\/a> g\u00f6re yapay zekan\u0131n benimsenmesi 2017 ve 2022 y\u0131llar\u0131 aras\u0131nda iki kattan fazla artt\u0131 ve kat\u0131l\u0131mc\u0131lar\u0131n %50\u2019si en az bir i\u015f alan\u0131nda yapay zekay\u0131 benimsedi. 2018\u2019de 1,9 olan kurulu\u015f ba\u015f\u0131na ortalama yapay zeka kapasitesi oran\u0131 2022\u2019de 3,8\u2019e y\u00fckseldi. Robot proses otomasyonu ve bilgisayarla g\u00f6rme teknolojileri listenin ba\u015f\u0131nda kal\u0131rken, 2018 y\u0131l\u0131nda NLP listenin ortas\u0131ndan \u00fc\u00e7\u00fcnc\u00fc s\u0131raya s\u0131\u00e7rad\u0131.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107134\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-scaled.jpg\" alt=\"\" width=\"2560\" height=\"776\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-300x91.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-1024x310.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-150x45.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-768x233.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-1536x465.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation2-2048x621.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107141\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1896\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-300x222.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-1024x758.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-150x111.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-768x569.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-1536x1138.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation3-2048x1517.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>Yapay zekaya olan ilgi neden h\u0131zla art\u0131yor?<\/p>\n<p>Yapay zeka, b\u00fcy\u00fck miktarda veriyi analiz edebilir, s\u00fcre\u00e7leri otomatikle\u015ftirebilir ve i\u015fletmelerin do\u011frulu\u011fu, verimlili\u011fi ve \u00fcretkenli\u011fi art\u0131rmas\u0131na, karar alma s\u00fcre\u00e7lerini iyile\u015ftirmesine, daha fazla ki\u015fiselle\u015ftirme ve \u00f6zelle\u015ftirme imkan\u0131na sahip olmas\u0131na ve insan y\u00f6netimini kolayla\u015ft\u0131rmas\u0131na olanak tan\u0131yan i\u00e7g\u00f6r\u00fcler ve \u00f6neriler sa\u011flayabilir. Liste b\u00f6yle devam eder.<\/p>\n<p>Yapay zeka, birden fazla alanda gelir, verimlilik ve maliyet tasarrufu sa\u011flayabilir. 2018 y\u0131l\u0131nda, \u00fcretim ve risk, en i\u015ftah a\u00e7an hedeflerdi. \u015eimdi tedarik zinciri y\u00f6netiminde ger\u00e7ekle\u015fen en derin maliyet azaltma imkanlar\u0131 ile sat\u0131\u015f ve pazarlama, \u00fcr\u00fcn ve hizmet geli\u015ftirme ve strateji ve kurumsal finans en y\u00fcksek kazan\u00e7lar\u0131 sa\u011fl\u0131yor.\u00a0<\/p>\n<p>Bir PwC raporuna g\u00f6re, yapay zeka 2030 y\u0131l\u0131na kadar k\u00fcresel GSY\u0130H\u2019ye 15,7 trilyon ABD dolar\u0131na kadar katk\u0131da bulunabilir<a href=\"#_ftn6\" name=\"_ftnref6\">[6]<\/a>. Bu b\u00fcy\u00fckl\u00fckteki bir inovasyon, azalan i\u015fg\u00fcc\u00fc \u00fcretkenli\u011fini tersine \u00e7evirebilir ve COVID-19 pandemisinin ve 2007-2009 mali krizinin izlerini h\u00e2l\u00e2 ta\u015f\u0131yan k\u00fcresel ekonomiyi canland\u0131rabilir.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107148\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-scaled.jpg\" alt=\"\" width=\"2560\" height=\"2069\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-300x242.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-1024x828.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-150x121.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-768x621.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-1536x1241.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation4-2048x1655.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>End\u00fcstri kullan\u0131m alanlar\u0131 \u015funlar\u0131 i\u00e7erir:<\/p>\n<ul>\n<li><strong>Sa\u011fl\u0131k Hizmetleri: <\/strong>T\u0131bbi g\u00f6r\u00fcnt\u00fcleri analiz etmek, hasta sonu\u00e7lar\u0131n\u0131 tahmin etmek ve tan\u0131lar\u0131n do\u011frulu\u011funu art\u0131rmak (\u00f6r. X \u0131\u015f\u0131nlar\u0131n\u0131 analiz etmek ve belirli bir durumu g\u00f6sterebilecek anomalileri tan\u0131mlamak). Moderna gibi ila\u00e7 \u015firketleri, COVID-19 a\u015f\u0131lar\u0131n\u0131 geli\u015ftirmek i\u00e7in yapay zekay\u0131 kulland\u0131<a href=\"#_ftn7\" name=\"_ftnref7\">[7]<\/a> ve 2020 y\u0131l\u0131nda <a href=\"https:\/\/www.mit.edu\/\">MIT<\/a>\u2019deki <a href=\"https:\/\/www.jclinic.mit.edu\/\">Jameel Clinic<\/a>, makine \u00f6\u011frenimi ve yapay zeka modelleri arac\u0131l\u0131\u011f\u0131yla <a href=\"https:\/\/news.mit.edu\/2020\/artificial-intelligence-identifies-new-antibiotic-0220\">Halicin<\/a>\u2019i belirledi.<\/li>\n<li><strong>Finans:<\/strong> Finansal verileri analiz etme, yat\u0131r\u0131m \u00f6nerilerinde bulunma, \u015f\u00fcpheli i\u015flem modellerini tespit etme ve hileli faaliyetleri \u00f6nleme. <em>Business Insider<\/em>, bankalar\u0131n ve kurumsal kurulu\u015flar\u0131n yapay zeka sayesinde 2023 y\u0131l\u0131na kadar 447 milyar ABD dolar\u0131 tasarruf edebilece\u011fini tahmin ediyor<a href=\"#_ftn8\" name=\"_ftnref8\">[8]<\/a>.<\/li>\n<li><strong>\u00dcretim:<\/strong> Kalite kontrol\u00fc iyile\u015ftirme, \u00fcretimi optimize etme ve bak\u0131m ihtiya\u00e7lar\u0131n\u0131 tahmin etme (\u00f6r. \u00fcretim ekipman\u0131n\u0131 izleme ve potansiyel ar\u0131zalar\u0131 g\u00f6sterebilecek modelleri belirleme). Tesla\u2019n\u0131n <a href=\"https:\/\/www.tesla.com\/gigafactory\">Gigafactory<\/a> teknolojisi, yapay zeka odakl\u0131 otomasyonun harikalar\u0131ndan biridir.<\/li>\n<li><strong>Perakende Sat\u0131\u015f:<\/strong> M\u00fc\u015fteri deneyimlerini ki\u015fiselle\u015ftirme, fiyatland\u0131rma ve envanter y\u00f6netimini optimize etme ve pazarlamay\u0131 iyile\u015ftirme (\u00f6r. m\u00fc\u015fteri sat\u0131n alma verilerini analiz etme ve ge\u00e7mi\u015f sat\u0131n almalar\u0131na dayal\u0131 olarak bireysel m\u00fc\u015fterilere \u00fcr\u00fcn tavsiye etme). Amazon Go\u2019nun beyaz etiketli \u201c<a href=\"https:\/\/justwalkout.com\/\">Just Walk Out<\/a>\u201d teknolojisi, birden fazla perakendecinin kasiyersiz ma\u011faza deneyimi ya\u015famas\u0131n\u0131 sa\u011fl\u0131yor.<\/li>\n<li><strong>Nakliye ve lojistik:<\/strong> Tedarik zincirlerini y\u00f6netme, talep \u00f6ng\u00f6rme, depo robotlar\u0131na talimat verme, rotalar\u0131 optimize etme, g\u00fcvenli\u011fi art\u0131rma ve yak\u0131t t\u00fcketimini azaltma (\u00f6r. ger\u00e7ek zamanl\u0131 trafik verilerini analiz etme ve teslimat kamyonlar\u0131 i\u00e7in en verimli rotalar\u0131 \u00f6nerme). Walmart, Ian Kas\u0131rgas\u0131\u2019n\u0131n Florida\u2019daki b\u00fcy\u00fck bir da\u011f\u0131t\u0131m merkezinin kapanmas\u0131n\u0131 zorunlu k\u0131lmas\u0131n\u0131n ard\u0131ndan teslimatlar\u0131 h\u0131zla yeniden y\u00f6nlendirmek ve talep de\u011fi\u015fikliklerini tahmin etmek i\u00e7in yapay zeka tedarik zinciri sim\u00fclasyonlar\u0131n\u0131 kulland\u0131<a href=\"#_ftn9\" name=\"_ftnref9\">[9]<\/a>.<\/li>\n<li><strong>Sat\u0131\u015f ve pazarlama. <\/strong>\u0130\u00e7erik olu\u015fturma, potansiyel m\u00fc\u015fteriler olu\u015fturma, m\u00fc\u015fteri deneyimlerini iyile\u015ftirme ve m\u00fc\u015fteri ili\u015fkilerini y\u00f6netme (\u00f6r. hedeflemeyi iyile\u015ftirmek i\u00e7in verileri analiz etme ve sohbet robotlar\u0131 arac\u0131l\u0131\u011f\u0131yla daha fazla ki\u015fiselle\u015ftirme sa\u011flama). Salesforce\u2019un <u>Einstein Analytics<\/u> uygulamas\u0131, m\u00fc\u015fteri davran\u0131\u015flar\u0131n\u0131 \u00f6ng\u00f6rmek ve \u00f6nerilerde bulunmak i\u00e7in yapay zeka kullan\u0131r.<\/li>\n<\/ul>\n<p><a href=\"https:\/\/alj.com\/en\/news\/mg-motor-enters-new-market-signing-distribution-agreement-with-jameel-motors-for-morocco\/\">Abdul Latif Jameel<\/a>, d\u00fcnya genelinde hizmet verdi\u011fi topluluklarda ve pazarlarda yapay zekan\u0131n avantajlar\u0131ndan nas\u0131l yararlan\u0131laca\u011f\u0131n\u0131 ara\u015ft\u0131r\u0131yor. Yapay zeka, <a href=\"https:\/\/aljhealth.com\/\">Abdul Latif Jameel Health<\/a>\u2019in yat\u0131r\u0131m yapt\u0131\u011f\u0131 bir dizi sa\u011fl\u0131k hizmeti teknolojisinin merkezinde yer al\u0131yor. Bunlar aras\u0131nda, <a href=\"https:\/\/www.butterflynetwork.com\/iq\">Butterfly iQ+<\/a><u><sup>TM<\/sup><\/u> taraf\u0131ndan geli\u015ftirilen el tipi ultrason cihaz\u0131 ve <a href=\"https:\/\/holoeyes.jp\/en\/\">Holoeyes<\/a> taraf\u0131ndan geli\u015ftirilen geni\u015fletilmi\u015f ger\u00e7eklik (XR) 3B sanal ortam cerrahi teknolojisi bulunuyor.<\/p>\n<p>Bir di\u011fer Abdul Latif Jameel i\u015fletmesi olan <a href=\"https:\/\/alj.com\/energy\">Abdul Latif Jameel Energy<\/a> b\u00fcnyesinde faaliyet g\u00f6steren Fotowatio Renewable Ventures (<a href=\"https:\/\/frv.com\/en\/\">FRV<\/a>), inovasyon kolu <a href=\"https:\/\/frv.com\/en\/services\/frv-x\/\">FRV-X<\/a> arac\u0131l\u0131\u011f\u0131yla, Birle\u015fik Krall\u0131k\u2019ta (<a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-achieves-financial-close-with-natwest-for-its-holes-bay-battery-project-in-the-uk\/\">Holes Bay<\/a>, Dorset; <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-energizes-contego-battery-energy-storage-plant\/\">Contego<\/a>, <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energy-supports-development-of-second-utility-scale-battery-storage-project-in-uk\/\">West Sussex<\/a>; <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-and-harmony-energy-begin-construction-of-one-the-uks-largest-battery-storage-projects\/\">Clay Tye<\/a>, <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-and-harmony-energy-launch-uks-largest-battery-storage-project-with-tesla-megapack-in-mission-to-decarbonize-britains-energy-grid\/\">Essex<\/a>) ve Avustralya\u2019daki <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-receives-usd-4-5-million-in-funding-from-victorian-government-to-support-construction-of-terang-100mw-battery-project\/\">Terang<\/a>, Victoria ve <a href=\"https:\/\/alj.com\/en\/news\/abdul-latif-jameel-energys-frv-announces-first-hybrid-pv-solar-storage-project-in-australia\/\">Dalby<\/a>, Queensland\u2019de bulunan hibrit tesislerinin ak\u00fc depolama sistemlerinde (BESS) Tesla otomatik ihale yaz\u0131l\u0131m\u0131n\u0131 kullanarak yapay zekan\u0131n g\u00fcc\u00fcnden yararlan\u0131yor.<\/p>\n<p>Ayr\u0131ca Abdul Latif Jameel Energy\u2019nin bir par\u00e7as\u0131 olan <a href=\"https:\/\/almarwater.com\">Almar Water Solutions<\/a> ise k\u0131sa s\u00fcre \u00f6nce su, enerji ve ula\u015f\u0131m sekt\u00f6rlerinde dijital d\u00f6n\u00fc\u015f\u00fcm i\u00e7in yapay zeka ile y\u00f6netilen nesnelerin interneti (IoT) \u00fcr\u00fcnleri ve hizmetleri sa\u011flayan bir teknoloji \u015firketine <a href=\"https:\/\/alj.com\/en\/news\/almar-water-solutions-becomes-a-shareholder-of-digital-transformation-company-datakorum\/\">yat\u0131r\u0131m yapt\u0131<\/a>: <a href=\"https:\/\/www.datakorum.com\">Datakorum<\/a>. Datakorum daha sonra BAE\u2019nin Abu Dabi \u015fehrinde su ve enerji y\u00f6netim sistemlerinin dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fc kolayla\u015ft\u0131ran \u00f6nde gelen ileti\u015fim operat\u00f6r\u00fc e&amp; Enterprise (\u00f6nceki ad\u0131yla Etisalat Digital) ile <a href=\"https:\/\/alj.com\/en\/news\/datakorum-awarded-an-historic-project-driving-digital-transformation-of-abu-dhabis-water-infrastructure\/\">be\u015f y\u0131ll\u0131k bir projeye<\/a> imza att\u0131.<\/p>\n<h2>Yapay zeka taktik tahtas\u0131<\/h2>\n<p>Yapay zeka alan\u0131nda lider olanlar fark\u0131 a\u00e7\u0131yor ve geride kalanlar\u0131n onlar\u0131 yakalamas\u0131 giderek zorla\u015facak. Neden? McKinsey\u2019e g\u00f6re, ilk hareket avantaj\u0131na sahipler, uzun vadeli bir g\u00f6r\u00fc\u015fe sahipler, daha ak\u0131ll\u0131ca yat\u0131r\u0131mlar yap\u0131yorlar, en iyi yetenekleri \u00e7ekiyorlar ve yapay zekay\u0131 yerle\u015ftirmek ve \u00f6l\u00e7eklendirmek i\u00e7in yeni ortaya \u00e7\u0131kan bir dizi ilkeyi izliyorlar. Bu \u2018temel pratikler\u2019 aras\u0131nda yapay zeka stratejisinin i\u015f sonu\u00e7lar\u0131yla ili\u015fkilendirilmesi, yapay zekan\u0131n i\u015f s\u00fcre\u00e7lerine ve karar verme s\u00fcre\u00e7lerine nas\u0131l entegre edilece\u011finin anla\u015f\u0131lmas\u0131, yetenek kazan\u0131m\u0131 ve e\u011fitime \u00f6ncelik verilmesi ve yapay zeka ve insanlar\u0131n daha fazla de\u011fer yaratmak i\u00e7in birlikte \u00e7al\u0131\u015fmas\u0131n\u0131n sa\u011flanmas\u0131 yer al\u0131r.<\/p>\n<p>Ayr\u0131ca, \u201cyapay zekan\u0131n sanayile\u015ftirilmesi\u201d olarak adland\u0131r\u0131lan yapay zekan\u0131n b\u00fcy\u00fck \u00f6l\u00e7ekte geli\u015ftirilmesini ve konu\u015fland\u0131r\u0131lmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lan bir dizi \u201c\u00f6nc\u00fc uygulama\u201d da vard\u0131r. Bunlar:\u00a0<\/p>\n<ul>\n<li>Yeni uygulamalar\u0131 esnek bir \u015fekilde bar\u0131nd\u0131rabilen ve veriyle ilgili s\u00fcre\u00e7leri otomatikle\u015ftirebilen <strong>y\u00fcksek kaliteli veri, mod\u00fcler veri mimarisi<\/strong>.<\/li>\n<li><strong>Teknik i\u015flevi olmayan \u00e7al\u0131\u015fanlar\u0131<\/strong> d\u00fc\u015f\u00fck kodlu veya kodsuz programlarda g\u00f6revlendirmek.<\/li>\n<li>Standartla\u015ft\u0131r\u0131lm\u0131\u015f ara\u00e7lar ve \u015firket i\u00e7i u\u00e7tan uca platformlarla <strong>\u00f6l\u00e7eklendirme<\/strong>.<\/li>\n<li>Farkl\u0131 uygulamalarda yeniden kullan\u0131m i\u00e7in kodun <strong>varl\u0131\u011fa d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi<\/strong>.<\/li>\n<li>\u00d6rne\u011fin gizlilik ve adalet i\u00e7in politikalar geli\u015ftirerek <strong>riski azaltmak<\/strong>.<\/li>\n<\/ul>\n<p>Yapay zekaya ge\u00e7 kat\u0131lanlar en az\u0131ndan kitab\u0131 ba\u015ftan yazmak zorunda kalmayacak.<\/p>\n<h2>Daha iyi y\u00f6neticiler, daha iyi i\u015f?<\/h2>\n<p>Yapay zeka, daha g\u00fcvenli \u00e7al\u0131\u015fma ortamlar\u0131 olu\u015fturmak (veya insanlar\u0131 tehlikeli alanlardan tamamen \u00e7\u0131karmak) i\u00e7in tehlikeli ko\u015fullar\u0131 izleyebilir ve \u00f6nleyici bak\u0131m\u0131 iyile\u015ftirebilir. E\u011fitim ve geli\u015fimi g\u00fc\u00e7lendirmek i\u00e7in de kullan\u0131labilir. \u00d6rne\u011fin, teknoloji devi Honeywell, yeni i\u015fe al\u0131nanlar i\u00e7in sanal ger\u00e7eklik e\u011fitim kurslar\u0131 olu\u015fturmak \u00fczere yapay zeka tabanl\u0131 g\u00f6r\u00fcnt\u00fc tan\u0131ma teknolojisini kullan\u0131r<a href=\"#_ftn10\" name=\"_ftnref10\">[10]<\/a>.<\/p>\n<p>Yapay zeka ayr\u0131ca yapay zekaya \u00f6zg\u00fc g\u00f6revlerden yapay zekan\u0131n sa\u011flad\u0131\u011f\u0131 b\u00fcy\u00fcmenin ortaya \u00e7\u0131kard\u0131\u011f\u0131 yeni g\u00f6revlere kadar pek \u00e7ok i\u015f yarat\u0131r. Yapay zeka, \u00e7ok \u00e7e\u015fitli g\u00f6revleri otomatikle\u015ftirerek geleneksel karbon bazl\u0131 ya\u015fam formlar\u0131n\u0131n (yani insanlar!) hen\u00fcz mevcut olmayan meslekler de dahil olmak \u00fczere daha karma\u015f\u0131k ve yarat\u0131c\u0131 i\u015flere odaklanmas\u0131na olanak tan\u0131r. Hatta i\u015fe al\u0131m ve istihdam, performans de\u011ferlendirmesi ve \u00e7al\u0131\u015fan kat\u0131l\u0131m\u0131n\u0131 baz\u0131 a\u00e7\u0131lardan otomatikle\u015ftirebilir. \u00d6rne\u011fin, adaylarla m\u00fclakat yapmak i\u00e7in sohbet robotlar\u0131n\u0131 kullan\u0131labilir ve performans\u0131n daha objektif de\u011ferlendirmesini sa\u011flamak i\u00e7in kat\u0131l\u0131m, \u00fcretkenlik ve m\u00fc\u015fteri memnuniyeti hakk\u0131ndaki veriler analiz edilebilir. \u2018Algoritma y\u00f6netimi\u2019 ad\u0131 verilen bu sistemin, y\u00f6netimi kolayla\u015ft\u0131rma ve \u00f6nyarg\u0131lara kar\u015f\u0131 koruma potansiyeli vard\u0131r. Ancak, ayr\u0131mc\u0131l\u0131\u011f\u0131 art\u0131rabilir ve i\u015f\u00e7ilerin haklar\u0131n\u0131 ihlal edebilir.<\/p>\n<h2>Yeni bir d\u00fcnya ancak ayn\u0131 eski endi\u015feler<\/h2>\n<p>Baz\u0131 <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/definition\/Singularity-the\">felaket tellallar\u0131n\u0131n<\/a> inanmam\u0131za neden oldu\u011fu robotlar\u0131n uyan\u0131\u015f\u0131 ve insan \u0131rk\u0131n\u0131 yok olu\u015fundan \u00f6nce, i\u015fletmelerin endi\u015felenmeleri gereken daha acil g\u00fc\u00e7l\u00fckler var ve \u00e7o\u011fu h\u00e2l\u00e2 bunlar\u0131n \u00fczerinde \u00e7al\u0131\u015f\u0131yor.<\/p>\n<p>\u0130lk olarak, yapay zeka kolay de\u011fildir. Algoritmalar \u00e7ok b\u00fcy\u00fck e\u011fitim verileri gerektirir ve t\u00fcm kullan\u0131m alanlar\u0131 aras\u0131nda genelle\u015ftirilmesi zor olabilir. Ve bunu yapabilecek yetenekli insan say\u0131s\u0131 s\u0131n\u0131rl\u0131d\u0131r. \u0130\u015fletmeler, teknik olmayan kullan\u0131c\u0131lar\u0131n algoritmalarla etkile\u015fime girmesi i\u00e7in sezgisel \u00f6n u\u00e7lar geli\u015ftirebilen yaz\u0131l\u0131m m\u00fchendisleri de dahil olmak \u00fczere yapay zekaya \u00f6zg\u00fc ve genel dijital teknik bilgi ile birlikte deneyim sahibi y\u00f6neticilere ve strateji uzmanlar\u0131na ihtiya\u00e7 duyar.<\/p>\n<p>Di\u011fer i\u015flere gelecek olursak\u2026<\/p>\n<p>Baz\u0131lar\u0131 de\u011fi\u015fecek. Baz\u0131lar\u0131 kaybolacak. \u00d6ng\u00f6r\u00fclebilir i\u015flerin yap\u0131ld\u0131\u011f\u0131 ortamlarda beden g\u00fcc\u00fcyle \u00e7al\u0131\u015fan i\u015f\u00e7iler ilk olarak i\u015ften \u00e7\u0131kar\u0131lacak olanlard\u0131r, ancak bilgiye dayal\u0131 i\u015flerde \u00e7al\u0131\u015fanlar bile risk alt\u0131ndad\u0131r. \u00d6rne\u011fin, yapay zeka <a href=\"https:\/\/news.mit.edu\/2021\/artificial-intelligence-tool-can-help-detect-melanoma-0402\">radyologlar\u0131n g\u00f6r\u00fcnt\u00fcleri analiz etmesine<\/a> zaten yard\u0131mc\u0131 oluyor ve g\u00fcn ge\u00e7tik\u00e7e daha iyiye gidiyor. S\u00fcrekli daha g\u00fcvenilir analizler sunarsa ne olur? Geni\u015f dilli modeller, ya\u015fam\u0131n\u0131 yaz\u0131 yazarak ge\u00e7iren herkesi biraz rahats\u0131z etmelidir.<\/p>\n<figure id=\"attachment_107177\" aria-describedby=\"caption-attachment-107177\" style=\"width: 219px\" class=\"wp-caption alignleft\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-107177\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/Warner-Bros.jpg\" alt=\"\" width=\"219\" height=\"146\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/Warner-Bros.jpg 219w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/Warner-Bros-150x100.jpg 150w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><figcaption id=\"caption-attachment-107177\" class=\"wp-caption-text\">Kontrolden \u00e7\u0131kt\u0131! \u00a9 Warner Bros.<\/figcaption><\/figure>\n<p><em>\u201cArt\u0131k radyolog e\u011fitimini durdurmal\u0131y\u0131z. Bir radyolog olarak \u00e7al\u0131\u015f\u0131yorsan\u0131z, Roadrunner \u00e7izgi filmindeki Wile E. Coyote gibisiniz; zaten u\u00e7urumun ucundas\u0131n\u0131z, ancak hen\u00fcz a\u015fa\u011f\u0131ya bakmad\u0131n\u0131z,\u201d<\/em> diyor Toronto \u00dcniversitesi\u2019nde bili\u015fsel psikolog ve bilgisayar bilimcisi ve Google\u2019\u0131n ana \u015firketi olan Alphabet\u2019in dan\u0131\u015fman\u0131 Dr. Geoffrey Hinton<a href=\"#_ftn11\" name=\"_ftnref11\">[11]<\/a>.<\/p>\n<p>Bir\u00e7ok i\u015f\u00e7inin kurulu\u015flar ve sekt\u00f6rler ile farkl\u0131 co\u011frafyalardaki mesleklerini de\u011fi\u015ftirmesi gerekecek. Y\u00fcksek d\u00fczeyde yap\u0131land\u0131r\u0131lm\u0131\u015f ortamlardaki fiziksel aktivite ve veri toplama ve i\u015fleme azalacak. Bu arada, \u00f6ng\u00f6r\u00fclemeyen fiziksel ortamlardaki karma\u015f\u0131k faaliyetler ve i\u015fler, insanlar taraf\u0131ndan ger\u00e7ekle\u015ftirilmeye devam edecektir (y\u00f6neticiler ve masaj terapistleri i\u00e7in de iyi haber).<\/p>\n<p>Yapay Zekay\u0131 savunanlar, Amazon\u2019un forklift s\u00fcr\u00fcc\u00fclerinin robot operat\u00f6rleri haline gelmesi gibi, insanlar\u0131n tipik olarak i\u015fi yapan bir pozisyondan i\u015fi y\u00f6neten bir pozisyona ge\u00e7i\u015f yapmas\u0131yla AI ve insanlar\u0131n zaten \u015fu an oldu\u011fu gibi birlikte \u00e7al\u0131\u015faca\u011f\u0131n\u0131 savunuyor<a href=\"#_ftn12\" name=\"_ftnref12\">[12]<\/a>. Ne de olsa, mesleklerin yaln\u0131zca %5\u2019i mevcut teknolojiler taraf\u0131ndan tam olarak otomatikle\u015ftirilebilir.<\/p>\n<p>Di\u011ferleri bunun ger\u00e7eklikten ziyade temenniye dayand\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor. Teknoloji \u00e7ok h\u0131zl\u0131 geli\u015fiyor ve yapay zeka, otomasyonun m\u00fcmk\u00fcn oldu\u011fu yerlerde ka\u00e7\u0131n\u0131lmaz \u015fekilde insanlar\u0131n yerini alacak. Baz\u0131 tahminlere g\u00f6re, yapay zeka ve otomasyon 2016 ve 2030 y\u0131llar\u0131 aras\u0131nda yakla\u015f\u0131k 400 milyon i\u015f\u00e7inin yerini alabilir.<\/p>\n<p>Her iki durumda da beceri geli\u015ftirme ve yeniden beceri kazanma \u00e7ok \u00f6nemlidir. Do\u011fal olarak, dijital ve yapay zeka tabanl\u0131 uzmanl\u0131klar y\u00fcksek talep g\u00f6r\u00fcyor. Ancak yapay zeka daha fazla faaliyeti devrald\u0131k\u00e7a ve otomatikle\u015ftirdik\u00e7e di\u011fer beceriler \u00f6nem kazanacakt\u0131r. Bunlar, yarat\u0131c\u0131l\u0131k ve ele\u015ftirel d\u00fc\u015f\u00fcnme gibi sosyal, duygusal ve daha y\u00fcksek bili\u015fsel becerileri i\u00e7erir.<\/p>\n<h2>Rakipten ziyade i\u015f arkada\u015f\u0131 m\u0131?<\/h2>\n<p>Bu d\u00fcnyan\u0131n sonu de\u011fil. Bir Boston Consulting Group (BCG)<a href=\"#_ftn13\" name=\"_ftnref13\">[13]<\/a> anketi, yapay zekan\u0131n bireyler ve kurulu\u015flar i\u00e7in genel olarak olumlu oldu\u011funu ve kat\u0131l\u0131mc\u0131lar\u0131n %60\u2019\u0131n\u0131n yapay zeka ara\u00e7lar\u0131n\u0131 bir i\u015f arkada\u015f\u0131 olarak g\u00f6rd\u00fcklerini s\u00f6yledi\u011fini \u00f6ne s\u00fcrmektedir. Asl\u0131nda, yapay zeka, i\u015f ve t\u00fcketici \u00fcr\u00fcnleri ile o kadar b\u00fct\u00fcnle\u015fmi\u015ftir ki genellikle fark edilmez. Ayr\u0131ca, yapay zekadan ki\u015fisel olarak de\u011fer elde eden \u00e7al\u0131\u015fanlara sahip kurulu\u015flar\u0131n, \u00e7al\u0131\u015fanlar\u0131 yapay zekadan de\u011fer elde etmeyen kurulu\u015flara k\u0131yasla yapay zekadan \u00f6nemli finansal faydalar elde etme olas\u0131l\u0131\u011f\u0131 5,9 kat daha fazlad\u0131r. Yapay zeka yat\u0131r\u0131m getirisini en \u00fcst d\u00fczeye \u00e7\u0131karmak isteyen y\u00f6neticiler, \u00e7al\u0131\u015fanlar aras\u0131nda g\u00fcven, anlay\u0131\u015f, arac\u0131l\u0131k ve fark\u0131ndal\u0131k olu\u015fturmal\u0131d\u0131r. Rapor, \u201cYapay zeka daha fazla yetkinlik, daha fazla \u00f6zerklik ve daha g\u00fc\u00e7l\u00fc ili\u015fkiler yoluyla bireyin kendi kaderini tayinini iyile\u015ftirebilir\u201d diyor.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107155\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1638\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-300x192.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-1024x655.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-150x96.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-768x491.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-1536x983.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation5-2048x1310.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2>Peki ya \u00fccretler?<\/h2>\n<p>Yapay zeka ve otomasyon g\u00f6revleri daha h\u0131zl\u0131, daha ucuz, daha g\u00fcvenli ve daha g\u00fcvenilir bir \u015fekilde yerine getirirse, insan \u00e7al\u0131\u015fanlara talep ve bu nedenle maa\u015flar da d\u00fc\u015febilir. Y\u00fcksek \u00fccretli i\u015fler artabilir, ancak hem\u015firelik gibi otomatikle\u015ftirilemeyen bir\u00e7ok \u2018g\u00fcvenli\u2019 i\u015f daha d\u00fc\u015f\u00fck \u00fccretlendirilir. Bu, gelir e\u015fitsizli\u011fini ve siyasi ve sosyal huzursuzlu\u011fu art\u0131rabilir.<\/p>\n<p>Otomasyonun etkisini dengelemek i\u00e7in eski ABD ba\u015fkan aday\u0131 Andrew Yang\u2019\u0131n destekledi\u011fi, t\u00fcm vatanda\u015flar i\u00e7in bir \u00f6denek olan Evrensel Temel Gelir gibi mali destek ve g\u00fcvenlik a\u011flar\u0131na olan ihtiya\u00e7 artacakt\u0131r. Ve H\u00fck\u00fcmetler, altyap\u0131 ve iklim de\u011fi\u015fikli\u011fine uyum yat\u0131r\u0131m\u0131 gibi y\u00f6ntemlerle daha \u00f6nemli, s\u00fcrd\u00fcr\u00fclebilir i\u015fler yaratmal\u0131d\u0131r.<\/p>\n<h2>Etik ve algoritmalar<\/h2>\n<p>Yapay zekan\u0131n kullan\u0131lmas\u0131, ele al\u0131nmas\u0131 gereken birka\u00e7 etik soru ve endi\u015feyi g\u00fcndeme getirir. \u0130nsanlar\u0131n a\u015fa\u011f\u0131daki hususlar\u0131n hepsine \u00f6zen g\u00f6stermesi gerektirir:<\/p>\n<ul>\n<li><strong>E\u015fitlik ve adalet. <\/strong>Yanl\u0131 verilerle e\u011fitilmi\u015f yapay zeka sistemleri, belirli insan gruplar\u0131na adil olmayan \u015fekilde muamele edilmesine yol a\u00e7abilir. Bu, \u00e7e\u015fitlilikleri bar\u0131nd\u0131ran ve temsil kapasitesine sahip e\u011fitim verileri, sa\u011flam testler ve sorumluluk \u00f6nlemleriyle \u00f6nlenebilir.<\/li>\n<li><strong>\u015eeffafl\u0131k ve a\u00e7\u0131klanabilirlik. <\/strong>Temel modeller gibi bir\u00e7ok makine \u00f6\u011frenimi algoritmas\u0131, kararlar\u0131n\u0131 neden ald\u0131klar\u0131n\u0131 a\u00e7\u0131klayamayan kara kutulard\u0131r. \u201cBilgisayar hay\u0131r diyor\u201d yeterince a\u00e7\u0131klay\u0131c\u0131 de\u011fil. ABD savunma ajans\u0131 DARPA, \u201cgerek\u00e7elerini a\u00e7\u0131klayan, g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nlerini karakterize eden ve gelecekte nas\u0131l davranaca\u011f\u0131na dair bir anlay\u0131\u015f ifade eden\u201d algoritmalar geli\u015ftiriyor.<a href=\"#_ftn14\" name=\"_ftnref14\">[14]<\/a><\/li>\n<li>Yapay zeka sistemleri, kararlar\u0131ndan ve eylemlerinden sorumlu tutulmal\u0131d\u0131r. \u0130\u015fletmeler, yapay zeka sistemlerinin kapsam\u0131n\u0131 ve s\u0131n\u0131rlar\u0131n\u0131 tan\u0131mlamal\u0131 ve bunlar\u0131n sorumlu ve kurallara uygun \u015fekilde kullan\u0131lmas\u0131n\u0131 sa\u011flamak amac\u0131yla olumsuz sonu\u00e7lar\u0131 ele almak i\u00e7in insan g\u00f6zetimini ve mekanizmalar\u0131n\u0131 dahil eden a\u00e7\u0131k politikalar ve prosed\u00fcrler olu\u015fturmal\u0131d\u0131r.<\/li>\n<li>Yapay zeka, yaz\u0131l\u0131, s\u00f6zl\u00fc ve hatta y\u00fcz ifadelerini analiz etme becerisiyle \u00e7al\u0131\u015fanlar\u0131n ruh hallerini ve \u00fcretkenli\u011fini de\u011ferlendirerek i\u015f yeri g\u00f6zetimini derinle\u015ftirecektir. \u0130\u015fletmeler, ki\u015fisel verilerin sorumlu \u015fekilde ve ilgili gizlilik yasalar\u0131na uygun olarak i\u015flenmesini sa\u011flamak i\u00e7in veri y\u00f6neti\u015fim politikalar\u0131n\u0131 ve prosed\u00fcrlerini g\u00fcncellemelidir.<\/li>\n<li><strong>G\u00fcvenlik. <\/strong>Yapay zeka ve otomasyon genellikle \u00e7al\u0131\u015fanlar\u0131 tehlikeli alanlardan uzakla\u015ft\u0131rarak g\u00fcvenli\u011fi art\u0131r\u0131r. Ancak kurulu\u015flar, \u00f6zellikle otonom ara\u00e7lar ve yard\u0131mc\u0131 robotlar (cobot\u2019lar) konusunda herhangi bir riske girmemelidir. D\u00fczenli sa\u011fl\u0131k ve g\u00fcvenlik denetimleri \u00e7ok \u00f6nemlidir.<\/li>\n<li><strong>G\u00fcvenlik ve dayan\u0131kl\u0131l\u0131k. <\/strong>Yapay zeka sistemleri ve kulland\u0131klar\u0131 ve olu\u015fturduklar\u0131 veriler, su\u00e7lular, istihbarat hizmetleri ve ho\u015fnutsuz \u00e7al\u0131\u015fanlar i\u00e7in y\u00fcksek de\u011ferli hedeflerdir. Ve do\u011fal afetler altyap\u0131y\u0131 tehlikeye atabilir veya yok edebilir. Siber g\u00fcvenlik ve dayan\u0131kl\u0131l\u0131k, hem i\u015fletmeler hem de h\u00fck\u00fcmetler i\u00e7in en \u00f6nemli \u00f6nceliklerdir.<\/li>\n<\/ul>\n<h2>Risklerin ele al\u0131nmas\u0131<\/h2>\n<p>Yapay zekan\u0131n yayg\u0131n olarak benimsenmesine ra\u011fmen, son birka\u00e7 y\u0131lda riskleri azaltmaya y\u00f6nelik \u00e7al\u0131\u015fmalarda \u00f6nemli bir art\u0131\u015f olmam\u0131\u015ft\u0131r. H\u00fck\u00fcmetlerin ve politika yap\u0131c\u0131lar\u0131n \u00f6ne \u00e7\u0131kma zaman\u0131 geldi mi?<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107162\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1638\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-300x192.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-1024x655.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-150x96.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-768x491.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-1536x983.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation6-2048x1310.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>OECD\u2019nin yapay zekan\u0131n g\u00fcvenilir kalmas\u0131n\u0131n nas\u0131l sa\u011flanaca\u011f\u0131na dair bir tan\u0131t\u0131m yaz\u0131s\u0131nda belirtti\u011fi gibi<a href=\"#_ftn15\" name=\"_ftnref15\">[15]<\/a> bu endi\u015felerin \u00e7o\u011fu; ayr\u0131mc\u0131l\u0131kla m\u00fccadele, veri koruma (\u00f6r. GDPR), aldat\u0131c\u0131 uygulamalar ve uygun hukuki s\u00fcre\u00e7ler gibi mevcut politika ve d\u00fczenlemeler uygulanarak ve bunlar\u0131n \u00e7al\u0131\u015fanlar\u0131 korumak i\u00e7in yeni politikalar geli\u015ftirmede temel olarak kullan\u0131lmas\u0131yla ele al\u0131nabilir.<\/p>\n<p>AB Yapay Zeka Yasas\u0131<a href=\"#_ftn16\" name=\"_ftnref16\">[16]<\/a>, istihdamda kullan\u0131lan yapay zeka sistemlerini s\u0131n\u0131fland\u0131rmay\u0131 ve derecelendirmeyi, baz\u0131lar\u0131n\u0131 yasaklamay\u0131 ve di\u011ferlerini veri koruma, \u015feffafl\u0131k, insan g\u00f6zetimi ve sa\u011flaml\u0131k konusunda yasal gerekliliklere tabi tutmay\u0131 ama\u00e7lamaktad\u0131r. ABD\u2019de, baz\u0131 eyaletlerde i\u015fe al\u0131m s\u00fcrecinde y\u00fcz tan\u0131ma ara\u00e7lar\u0131n\u0131n kullan\u0131m\u0131 i\u00e7in ba\u015fvuru sahibinin onay\u0131 gerekir ve New York \u015eehir Konseyi, &#8220;otomatik istihdam karar ara\u00e7lar\u0131&#8221; i\u00e7in algoritmik yanl\u0131l\u0131k denetimlerini zorunlu k\u0131lar.<\/p>\n<h2>Robotlar d\u00fcnyaya h\u00fckmetti\u011finde<\/h2>\n<p>Yapay zeka k\u00fcresel bir olgudur. T\u00fcm \u00fclkeler ve sekt\u00f6rler, \u00f6zellikle de nispeten y\u00fcksek maa\u015fl\u0131 olanlar bundan fayda sa\u011flar. Otomasyon, 2030 y\u0131l\u0131na kadar Fransa, Japonya ve Amerika Birle\u015fik Devletleri gibi \u00fclkelerdeki i\u015f g\u00fcc\u00fcn\u00fcn %20 ila %25\u2019inin yerini alacakt\u0131r; bu oran Hindistan\u2019dakinin iki kat\u0131ndan fazlad\u0131r.<a href=\"#_ftn17\" name=\"_ftnref17\">[17]<\/a><\/p>\n<p>Yapay zekan\u0131n stratejik ve ekonomik \u00f6nemi sayesinde \u00c7in, Amerika ve d\u00fcnyan\u0131n geri kalan\u0131ndaki h\u00fck\u00fcmetler yapay zekan\u0131n benimsenmesini sa\u011flamak \u00fczere \u00e7e\u015fitli stratejiler kullan\u0131yor. Yeni Nesil Yapay Zeka Geli\u015ftirme Plan\u0131n\u0131n<a href=\"#_ftn18\" name=\"_ftnref18\">[18]<\/a> bir par\u00e7as\u0131 olarak \u00c7in, yapay zeka alan\u0131nda bir d\u00fcnya lideri olmak i\u00e7in vergi indirimleri ve s\u00fcbvansiyonlar olu\u015fturuyor ve AR-GE harcamalar\u0131n\u0131 her y\u0131l %7\u2019den fazla art\u0131r\u0131yor. H\u00fck\u00fcmet ayr\u0131ca, yapay zeka geli\u015fimini desteklemek amac\u0131yla \u015firketler aras\u0131nda veri payla\u015f\u0131m\u0131n\u0131 te\u015fvik etmek \u00fczere d\u00fczenlemeler yapt\u0131. Amerika Birle\u015fik Devletleri\u2019nde h\u00fck\u00fcmet, akademik kurumlara ve ara\u015ft\u0131rma merkezlerine fon sa\u011fl\u0131yor ve otonom ara\u00e7larda oldu\u011fu gibi end\u00fcstrilerde yapay zekan\u0131n kullan\u0131m\u0131na ili\u015fkin d\u00fczenlemeleri gev\u015fetiyor. Benzer \u015fekilde, Avrupa Yapay Zeka Stratejisi, AB\u2019yi birinci s\u0131n\u0131f bir Yapay Zeka merkezi haline getirmeyi ve Yapay Zekan\u0131n insan merkezli ve g\u00fcvenilir olmas\u0131n\u0131 sa\u011flamay\u0131 ama\u00e7lamaktad\u0131r.<a href=\"#_ftn19\" name=\"_ftnref19\">[19]<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107169\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-scaled.jpg\" alt=\"\" width=\"2560\" height=\"2155\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-300x253.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-1024x862.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-150x126.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-768x646.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-1536x1293.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/1843-ALJ-AI-Automation7-2048x1724.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>Ayr\u0131ca, yapay zekan\u0131n etik, toplumsal ve ekonomik etkilerini ele almak, ara\u015ft\u0131rmalar\u0131 finanse etmek ve yapay zekan\u0131n sorumlu \u015fekilde geli\u015ftirilmesini ve kullan\u0131lmas\u0131n\u0131 te\u015fvik etmek i\u00e7in farkl\u0131 d\u00fczeylerde h\u00fck\u00fcmet temsilcileri, STK\u2019lar ve \u00f6zel sekt\u00f6r payda\u015flar\u0131yla \u00e7al\u0131\u015fan \u00e7ok say\u0131da uluslararas\u0131 kurulu\u015f bulunmaktad\u0131r. Bunlar aras\u0131nda <a href=\"https:\/\/www.eeas.europa.eu\/eeas\/horizon-2020_en\">Avrupa Birli\u011fi\u2019nin Horizon 2020 program\u0131<\/a>, <a href=\"https:\/\/gpai.ai\/\">Yapay Zekada K\u00fcresel Ortakl\u0131k (GPAI)<\/a>, <a href=\"https:\/\/www.brookings.edu\/project\/the-forum-for-cooperation-on-artificial-intelligence\/\">Yapay Zekada \u0130\u015fbirli\u011fi Forumu (FCAI)<\/a> ve <a href=\"https:\/\/partnershiponai.org\/\">Yapay Zekada Ortakl\u0131k<\/a> programlar\u0131 yer almaktad\u0131r. OECD\u2019nin <a href=\"https:\/\/oecd.ai\/en\/\">Yapay Zeka Politikas\u0131 G\u00f6zlemevi<\/a>, bir\u00e7o\u011fu OECD\u2019nin <a href=\"https:\/\/www.oecd-ilibrary.org\/docserver\/840a2d9f-en.pdf?expires=1672920555&amp;id=id&amp;accname=guest&amp;checksum=49D6E2531DD6CB07EFCDC82C5C860A4C\">yapay zekan\u0131n sorumlu kullan\u0131m\u0131na<\/a> ili\u015fkin y\u00f6nergelerini benimsemi\u015f olan \u00fcye \u00fclkelerin yapay zeka politikalar\u0131n\u0131 izler ve analiz eder. Ve BM Genel Kurulu, Aral\u0131k 2020\u2019de <a href=\"https:\/\/news.un.org\/en\/story\/2021\/11\/1106612\">Kalk\u0131nma i\u00e7in Yapay Zeka Kullan\u0131m\u0131n\u0131n Te\u015fvik Edilmesine<\/a> ili\u015fkin bir karar ald\u0131.<\/p>\n<h2>\u0130\u015fletmeler yapay zekaya nas\u0131l haz\u0131rlanmal\u0131?<\/h2>\n<p>Tabii ki, yapay zeka ile ba\u015far\u0131ya giden tek bir yol yok. Her i\u015fletmenin, eski modelleri yok etmekle kalmay\u0131p yapay zekan\u0131n potansiyelinden yararlanarak yeni faydalar elde etmesi i\u00e7in kendi yolunu bulmas\u0131 gerekecek.<\/p>\n<p>Belki de yapay zekan\u0131n kendisi bir \u00e7\u00f6z\u00fcm sa\u011flayabilir? ChatGPT, i\u015fletmelerin yapay zeka devrimine nas\u0131l en iyi \u015fekilde haz\u0131rlanabilece\u011fi soruldu\u011funda \u015funu s\u00f6ylemi\u015fti:<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-107285\" src=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/ChatGPT-Recommendations-TR.jpg\" alt=\"\" width=\"809\" height=\"683\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2023\/03\/ChatGPT-Recommendations-TR.jpg 809w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/ChatGPT-Recommendations-TR-300x253.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/ChatGPT-Recommendations-TR-150x127.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2023\/03\/ChatGPT-Recommendations-TR-768x648.jpg 768w\" sizes=\"(max-width: 809px) 100vw, 809px\" \/><\/p>\n<p>Bunlar\u0131n tamam\u0131 iyi tavsiyelerdir. Ancak hi\u00e7bir s\u00fcper bilgisayar gelece\u011fi \u00f6ng\u00f6remez (hen\u00fcz).<\/p>\n<p>Neyse ki, yapay zekan\u0131n i\u015f d\u00fcnyas\u0131n\u0131 sonsuza kadar de\u011fi\u015ftirdi\u011fini fark etmek i\u00e7in sadece eskiden oldu\u011fu gibi sezgilerimiz yeterli olacakt\u0131r. Bu de\u011fi\u015fikliklerin i\u015fleri daha k\u00f6t\u00fc de\u011fil daha iyi hale getirmesini sa\u011flamak bizim elimizde.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> <a href=\"https:\/\/www.economist.com\/business\/2022\/12\/08\/how-good-is-chatgpt\">https:\/\/www.economist.com\/business\/2022\/12\/08\/how-good-is-chatgpt<\/a><\/p>\n<p><a href=\"#_ftnref2\" name=\"_ftn2\">[2]<\/a> <a href=\"https:\/\/www.sciencefocus.com\/future-technology\/gpt-3\/\">https:\/\/www.sciencefocus.com\/future-technology\/gpt-3\/<\/a><\/p>\n<p><a href=\"#_ftnref3\" name=\"_ftn3\">[3]<\/a> <a href=\"https:\/\/www.economist.com\/science-and-technology\/2022\/11\/23\/another-game-falls-to-an-ai-player\">https:\/\/www.economist.com\/science-and-technology\/2022\/11\/23\/another-game-falls-to-an-ai-player<\/a><\/p>\n<p><a href=\"#_ftnref4\" name=\"_ftn4\">[4]<\/a> <a href=\"https:\/\/www.bloomberg.com\/news\/articles\/2023-01-23\/microsoft-makes-multibillion-dollar-investment-in-openai\">https:\/\/www.bloomberg.com\/news\/articles\/2023-01-23\/microsoft-makes-multibillion-dollar-investment-in-openai<\/a><\/p>\n<p><a href=\"#_ftnref5\" name=\"_ftn5\">[5]<\/a> <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2022-and-a-half-decade-in-review\">https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2022-and-a-half-decade-in-review<\/a><\/p>\n<p><a href=\"#_ftnref6\" name=\"_ftn6\">[6]<\/a> <a href=\"https:\/\/www.pwc.co.uk\/services\/economics\/insights\/the-impact-of-artificial-intelligence-on-the-uk-economy.html\">https:\/\/www.pwc.co.uk\/services\/economics\/insights\/the-impact-of-artificial-intelligence-on-the-uk-economy.html<\/a><\/p>\n<p><a href=\"#_ftnref7\" name=\"_ftn7\">[7]<\/a> <a href=\"https:\/\/sloanreview.mit.edu\/audio\/ai-and-the-covid-19-vaccine-modernas-dave-johnson\/\">https:\/\/sloanreview.mit.edu\/audio\/ai-and-the-covid-19-vaccine-modernas-dave-johnson\/<\/a><\/p>\n<p><a href=\"#_ftnref8\" name=\"_ftn8\">[8]<\/a> <a href=\"https:\/\/www.businessinsider.com\/ai-in-banking-report?r=US&amp;IR=T\">https:\/\/www.businessinsider.com\/ai-in-banking-report?r=US&amp;IR=T<\/a><\/p>\n<p><a href=\"#_ftnref9\" name=\"_ftn9\">[9]<\/a> <a href=\"https:\/\/www.supplychaindive.com\/news\/walmart-grocery-AI-demand-operations\/585424\/\">https:\/\/www.supplychaindive.com\/news\/walmart-grocery-AI-demand-operations\/585424\/<\/a><\/p>\n<p><a href=\"#_ftnref10\" name=\"_ftn10\">[10]<\/a> <a href=\"https:\/\/www.forbes.com\/sites\/sharongoldman\/2020\/12\/08\/how-honeywells-latest-vr-based-simulator-borrows-from-gaming-to-transform-industrial-training\/\">https:\/\/www.forbes.com\/sites\/sharongoldman\/2020\/12\/08\/how-honeywells-latest-vr-based-simulator-borrows-from-gaming-to-transform-industrial-training\/<\/a><\/p>\n<p><a href=\"#_ftnref11\" name=\"_ftn11\">[11]<\/a> <a href=\"https:\/\/www.emjreviews.com\/radiology\/article\/artificial-intelligence-in-radiology-an-exciting-future-but-ethically-complex-j140121\/\">https:\/\/www.emjreviews.com\/radiology\/article\/artificial-intelligence-in-radiology-an-exciting-future-but-ethically-complex-j140121\/<\/a><\/p>\n<p><a href=\"#_ftnref12\" name=\"_ftn12\">[12]<\/a> <a href=\"https:\/\/www.nytimes.com\/2017\/09\/10\/technology\/amazon-robots-workers.html\">https:\/\/www.nytimes.com\/2017\/09\/10\/technology\/amazon-robots-workers.html<\/a><\/p>\n<p><a href=\"#_ftnref13\" name=\"_ftn13\">[13]<\/a> <a href=\"https:\/\/web-assets.bcg.com\/b8\/55\/97a0dcbe42cab65ed77794cc9dfe\/achieving-individual-and-organizational-value-with-ai.pdf\">https:\/\/web-assets.bcg.com\/b8\/55\/97a0dcbe42cab65ed77794cc9dfe\/achieving-individual-and-organizational-value-with-ai.pdf<\/a><\/p>\n<p><a href=\"#_ftnref14\" name=\"_ftn14\">[14]<\/a> <a href=\"https:\/\/www.darpa.mil\/news-events\/2022-03-03\">https:\/\/www.darpa.mil\/news-events\/2022-03-03<\/a><\/p>\n<p><a href=\"#_ftnref15\" name=\"_ftn15\">[15]<\/a> <a href=\"https:\/\/doi.org\/10.1787\/840a2d9f-en\">https:\/\/doi.org\/10.1787\/840a2d9f-en<\/a><\/p>\n<p><a href=\"#_ftnref16\" name=\"_ftn16\">[16]<\/a> <a href=\"https:\/\/artificialintelligenceact.eu\/\">https:\/\/artificialintelligenceact.eu\/<\/a><\/p>\n<p><a href=\"#_ftnref17\" name=\"_ftn17\">[17]<\/a> <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2022-and-a-half-decade-in-review\">https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2022-and-a-half-decade-in-review<\/a><\/p>\n<p><a href=\"#_ftnref18\" name=\"_ftn18\">[18]<\/a> <a href=\"https:\/\/www.unodc.org\/ji\/en\/resdb\/data\/chn\/2017\/new_generation_of_artificial_intelligence_development_plan.html\">https:\/\/www.unodc.org\/ji\/en\/resdb\/data\/chn\/2017\/new_generation_of_artificial_intelligence_development_plan.html<\/a><\/p>\n<p><a href=\"#_ftnref19\" name=\"_ftn19\">[19]<\/a> <a href=\"https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/PDF\/?uri=CELEX:52018DC0237&amp;from=EN\">https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/PDF\/?uri=CELEX:52018DC0237&amp;from=EN<\/a><\/p>\n","protected":false},"author":18,"featured_media":107084,"template":"","tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin 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