{"id":49228,"date":"2026-06-03T07:20:56","date_gmt":"2026-06-03T07:20:56","guid":{"rendered":"https:\/\/www.vtmarkets.com\/tr\/uncategorized\/yapay-zeka-her-yerde-peki-neden-sadece-birkac-sirket-kazaniyor\/"},"modified":"2026-06-03T07:20:56","modified_gmt":"2026-06-03T07:20:56","slug":"yapay-zeka-her-yerde-peki-neden-sadece-birkac-sirket-kazaniyor","status":"publish","type":"post","link":"https:\/\/www.vtmarkets.com\/tr-mena\/featured\/yapay-zeka-her-yerde-peki-neden-sadece-birkac-sirket-kazaniyor\/","title":{"rendered":"Yapay Zek\u00e2 Her Yerde. Peki Neden Sadece Birka\u00e7 \u015eirket Kazan\u0131yor?"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/tr-mena\/wp-content\/uploads\/sites\/9\/2026\/06\/justin_khoo_banner_mobile-1024x559.png\" alt=\"\" class=\"wp-image-25584\"\/><\/figure>\n\n\n\n<p><strong>\u00d6ne \u00c7\u0131kan Noktalar<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Yapay zek\u00e2 (AI) patlamas\u0131 hem harcamada hem de k\u00e2rl\u0131l\u0131k etkisinde ger\u00e7ek. Ancak k\u00e2rlar \u015fimdilik ekonominin geneline de\u011fil, az say\u0131daki altyap\u0131 \u015firketine yo\u011funla\u015f\u0131yor.<\/li>\n\n\n\n<li>\u0130lk kazananlar \u201cdarbo\u011faz\u0131 elinde tutan\u201d \u015firketler: bulut sa\u011flay\u0131c\u0131lar\u0131 (Microsoft, Amazon, Alphabet), \u00e7ip \u00fcreticileri (Nvidia, AMD) ve kritik tedarik\u00e7iler. Bunlar AI\u2019dan \u00f6nce gelir yarat\u0131yor; di\u011ferleri AI\u2019\u0131 kullanmak i\u00e7in \u00f6nce \u00f6deme yap\u0131yor.<\/li>\n\n\n\n<li>AI i\u00e7in dev sermaye harcamas\u0131 (2026\u2019da 700 milyar $+ beklentisi) bunun ger\u00e7ek bir altyap\u0131 kurulum d\u00f6nemi oldu\u011funu g\u00f6steriyor. Ancak kullan\u0131c\u0131 \u015firketlerin \u00e7o\u011fu h\u00e2l\u00e2 maliyet ve deneme a\u015famas\u0131nda; getiriler gecikiyor.<\/li>\n\n\n\n<li>Piyasa y\u00fckseli\u015fi giderek \u201cMuhte\u015fem Yedili\u201dye dayan\u0131yor. Bu da endekslerde yo\u011funla\u015fma riskini art\u0131r\u0131yor: az say\u0131da hisse, toplam performans\u0131 fazla etkiliyor.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<p>AI patlamas\u0131 ger\u00e7ek. Harcama ger\u00e7ek. K\u00e2rl\u0131l\u0131k \u00fczerindeki etki ger\u00e7ek. Sorun, \u00f6d\u00fcl\u00fcn hen\u00fcz piyasaya e\u015fit da\u011f\u0131lmamas\u0131. Bu fark \u00f6nemli; \u00e7\u00fcnk\u00fc yat\u0131r\u0131mc\u0131lar yapay zek\u00e2y\u0131 hem teknoloji devrimi hem de borsadaki y\u00fckseli\u015fi a\u00e7\u0131klayan bir gerek\u00e7e olarak g\u00f6r\u00fcyor. Teknoloji taraf\u0131nda tablo g\u00fc\u00e7l\u00fc: AI; bulut bili\u015fim (internetten kiralanan sunucu ve yaz\u0131l\u0131m hizmetleri), \u00e7ipler, veri merkezleri (sunucular\u0131n bulundu\u011fu b\u00fcy\u00fck tesisler), reklamc\u0131l\u0131k ve \u015firket i\u00e7i i\u015f ak\u0131\u015flar\u0131n\u0131 (i\u015f s\u00fcre\u00e7lerini) h\u0131zla de\u011fi\u015ftiriyor. Piyasa taraf\u0131nda ise fayda \u015fimdilik s\u0131n\u0131rl\u0131 say\u0131da \u015firkette toplanm\u0131\u015f durumda. Ayr\u0131ca AI, finansal piyasalarda kullan\u0131lan AI tabanl\u0131 i\u015flem sistemlerini (algoritmalarla otomatik al-sat) da giderek daha fazla etkiliyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI K\u00e2rlar\u0131n\u0131n \u0130lk Dalgas\u0131 \u201cDarbo\u011faz\u0131 Elinde Tutan\u201d \u015eirketlere Gidiyor<\/h2>\n\n\n\n<p>B\u00fcy\u00fck teknoloji d\u00f6ng\u00fclerinin ba\u015f\u0131nda en y\u00fcksek k\u00e2r, kritik \u201cdarbo\u011faz\u0131\u201d kontrol edenlere gider. Bug\u00fcn bu tablo net. Altyap\u0131 ve hesaplama g\u00fcc\u00fc (y\u00fcksek i\u015flem kapasitesi) talebini domine eden \u00f6nde gelen AI hisselerinde de bu g\u00f6r\u00fcl\u00fcyor. Bulut altyap\u0131s\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde Microsoft, Amazon ve Alphabet\u2019in elinde. AI \u00e7iplerinde ise Nvidia \u00f6ne \u00e7\u0131k\u0131yor; AMD ve Broadcom da \u00f6nemli oyuncular.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Alphabet plans to raise $80 billion for AI goals, Berkshire to invest $10 billion <a href=\"https:\/\/t.co\/1aSKW6b6c6\">https:\/\/t.co\/1aSKW6b6c6<\/a> <a href=\"https:\/\/t.co\/1aSKW6b6c6\">https:\/\/t.co\/1aSKW6b6c6<\/a><\/p>&mdash; Reuters (@Reuters) <a href=\"https:\/\/x.com\/Reuters\/status\/2061689336790151398?ref_src=twsrc%5Etfw\">June 2, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>Microsoft, Meta, Alphabet ve Palantir; AI platformlar\u0131 ve kurumsal yaz\u0131l\u0131m (\u015firketlerin kulland\u0131\u011f\u0131 i\u015f yaz\u0131l\u0131mlar\u0131) taraf\u0131nda \u00f6ne \u00e7\u0131k\u0131yor. Bellek (RAM\/HBM gibi \u00e7ip bellekleri) ve a\u011f donan\u0131m\u0131 taraf\u0131nda Micron, SK Hynix, Marvell ve Arista fayda g\u00f6r\u00fcyor. AI\u2019\u0131 sadece kullanan \u015firketler ileride kazanabilir; ancak \u00f6nce altyap\u0131 sa\u011flay\u0131c\u0131lar\u0131na \u00f6deme yapmak zorundalar. Bu da bug\u00fcnk\u00fc piyasa yap\u0131s\u0131n\u0131 a\u00e7\u0131kl\u0131yor: AI ekonomisi teoride geni\u015f, AI k\u00e2r havuzu pratikte dar.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Marvell Technology soars amid Nvidia CEO approval <a href=\"https:\/\/t.co\/5ivReB0j6m\">https:\/\/t.co\/5ivReB0j6m<\/a><\/p>&mdash; BNN Bloomberg (@BNNBloomberg) <a href=\"https:\/\/x.com\/BNNBloomberg\/status\/2061938543337877555?ref_src=twsrc%5Etfw\">June 2, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Harcama Ger\u00e7ek ve \u00c7ok B\u00fcy\u00fck<\/h2>\n\n\n\n<p>Bu d\u00f6ng\u00fcy\u00fc \u201cabart\u0131 (hype)\u201d olarak g\u00f6rmemenin en g\u00fc\u00e7l\u00fc gerek\u00e7esi, harcaman\u0131n somut olmas\u0131. \u015eirketlerin sermaye harcamas\u0131 (CapEx: fabrika, veri merkezi, donan\u0131m gibi uzun vadeli yat\u0131r\u0131m harcamas\u0131) h\u0131zlan\u0131rken \u201cAI balonu\u201d endi\u015feleri de art\u0131yor. AI\u2019a y\u00f6nelik CapEx; \u015firket b\u00fct\u00e7elerinde, veri merkezi in\u015faatlar\u0131nda, \u00e7ip talebinde ve bulut b\u00fcy\u00fcmesinde a\u00e7\u0131k\u00e7a g\u00f6r\u00fcl\u00fcyor. Tahminlere g\u00f6re b\u00fcy\u00fck teknoloji \u015firketlerinin AI altyap\u0131 harcamas\u0131 2026\u2019da 700 milyar dolar\u0131n \u00fczerine \u00e7\u0131kabilir; 2025\u2019te yakla\u015f\u0131k 410 milyar dolar seviyesinden sert art\u0131\u015f. D\u00fcnyan\u0131n en b\u00fcy\u00fck \u015firketleri AI\u2019\u0131 yan proje gibi g\u00f6rm\u00fcyor; dijital ekonominin bir sonraki temel altyap\u0131 katman\u0131 olarak konumluyor. Ancak harcaman\u0131n \u00f6l\u00e7e\u011fi temel soruyu b\u00fcy\u00fct\u00fcyor: Getiriyi kim alacak? \u015eu an cevap yine \u00e7o\u011funlukla altyap\u0131y\u0131 elinde tutanlar.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/tr-mena\/wp-content\/uploads\/sites\/9\/2026\/06\/image-1-1024x508.png\" alt=\"\" class=\"wp-image-51632\"\/><\/figure>\n\n\n\n<p><em>Kaynak: r40.io<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI Neden Hen\u00fcz Herkese Yaramad\u0131?<\/h2>\n\n\n\n<p>\u015eirketlerin \u00e7o\u011fu i\u00e7in AI, \u015fimdilik net bir k\u00e2r motorundan \u00e7ok maliyet ve verimlilik deneyi. Bir banka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 daha h\u0131zl\u0131 yakalayabilir. Bir perakendeci stok planlamas\u0131n\u0131 iyile\u015ftirebilir. Bir \u00fcretici kestirimci bak\u0131m (ar\u0131za olmadan \u00f6nce sens\u00f6r verisiyle ar\u0131za riskini tahmin etme) ile duru\u015flar\u0131 azaltabilir. Bunlar ger\u00e7ek faydalar; ancak k\u0131sa s\u00fcrede patlay\u0131c\u0131 ciro art\u0131\u015f\u0131 olarak g\u00f6r\u00fcnmeyebilir.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Big tech is spending hundreds of billions on AI. Is it money well spent?<a href=\"https:\/\/x.com\/MerrynSW?ref_src=twsrc%5Etfw\">@MerrynSW<\/a> explains why it could be a colossal false start <a href=\"https:\/\/t.co\/pZgNw8D5EJ\">https:\/\/t.co\/pZgNw8D5EJ<\/a> <a href=\"https:\/\/t.co\/RcJp1p63DI\">pic.twitter.com\/RcJp1p63DI<\/a><\/p>&mdash; Bloomberg TV (@BloombergTV) <a href=\"https:\/\/x.com\/BloombergTV\/status\/2057129086347022838?ref_src=twsrc%5Etfw\">May 20, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>Pek \u00e7ok durumda AI \u00f6nce daha y\u00fcksek teknoloji harcamas\u0131 olarak gelir. \u015eirketler bulut hizmetlerine, yaz\u0131l\u0131m aboneliklerine, model entegrasyonuna (AI modelini mevcut sistemlere ba\u011flama) ve \u00e7al\u0131\u015fan e\u011fitimine \u00f6deme yapar. Verimlilik kazanc\u0131 sonra gelir. Microsoft, Nvidia, Amazon, Alphabet ve Meta bu gecikmeyi ya\u015famaz; di\u011fer \u015firketler AI sistemlerini kurup test ederken ve \u00f6l\u00e7eklerken (kullan\u0131m\u0131 b\u00fcy\u00fct\u00fcrken) bu devler gelir yazar. Bu nedenle AI faydas\u0131 var, ancak da\u011f\u0131l\u0131m\u0131 \u00e7ok dengesiz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u201cMuhte\u015fem Yedili\u201d Sorunu<\/h2>\n\n\n\n<p>\u201cMuhte\u015fem Yedili\u201d piyasadaki k\u00e2r art\u0131\u015f\u0131n\u0131n ve toplam piyasa de\u011ferinin orant\u0131s\u0131z bir k\u0131sm\u0131n\u0131 ta\u015f\u0131maya devam ediyor. Aral\u0131k 2025 itibar\u0131yla S&amp;P 500\u2019\u00fcn yakla\u015f\u0131k %34\u2019\u00fcn\u00fc olu\u015fturuyor; 10 y\u0131l \u00f6nce bu oran %12 idi. 2025\u2019te S&amp;P 500\u2019\u00fcn toplam getirisinin yakla\u015f\u0131k %42\u2019si bu yedi hisseden geldi. Bu yo\u011funla\u015fma tek ba\u015f\u0131na irrasyonel olmak zorunda de\u011fil.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Major takeaways from Magnificent Seven&#39;s AI-fueled earnings <a href=\"https:\/\/t.co\/rGVh3Fat6o\">https:\/\/t.co\/rGVh3Fat6o<\/a> <a href=\"https:\/\/t.co\/rGVh3Fat6o\">https:\/\/t.co\/rGVh3Fat6o<\/a><\/p>&mdash; Reuters (@Reuters) <a href=\"https:\/\/x.com\/Reuters\/status\/2057589785510768928?ref_src=twsrc%5Etfw\">May 21, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>Bu \u015firketlerin bilan\u00e7osu (\u015firketin varl\u0131k-bor\u00e7 yap\u0131s\u0131), k\u00e2r marj\u0131 (sat\u0131\u015ftan kalan k\u00e2r oran\u0131) ve AI\u2019dan para kazanma yolu (monetizasyon: AI\u2019\u0131 gelire \u00e7evirme) \u00e7o\u011fu \u015firketten daha net. HSBC, b\u00fcy\u00fck teknoloji \u015firketlerinin AI yat\u0131r\u0131mlar\u0131n\u0131n destekledi\u011fi k\u00e2r g\u00fcc\u00fcn\u00fc gerek\u00e7e g\u00f6stererek y\u0131l sonu S&amp;P 500 hedefini y\u00fckseltti. Ancak risk \u015fu: yat\u0131r\u0131mc\u0131lar \u00e7e\u015fitlendirilmi\u015f bir piyasa ald\u0131\u011f\u0131n\u0131 sanarken, ger\u00e7ekte az say\u0131da mega \u00f6l\u00e7ekli (mega-cap: \u00e7ok b\u00fcy\u00fck piyasa de\u011ferli) hisseye dayal\u0131 yo\u011fun bir AI pozisyonu ta\u015f\u0131yor olabilir. Bir-iki lider \u015firket k\u00e2r veya bulut b\u00fcy\u00fcmesinde hayal k\u0131r\u0131kl\u0131\u011f\u0131 yarat\u0131rsa endeks bir anda zay\u0131f g\u00f6r\u00fcnebilir. Yo\u011funla\u015fma iki ucu keskin b\u0131\u00e7ak: y\u00fckseli\u015fte endeksi ta\u015f\u0131r, d\u00fc\u015f\u00fc\u015fte k\u0131r\u0131lganl\u0131\u011f\u0131 art\u0131r\u0131r.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">HSBC lifts S&amp;P 500 year-end target on earnings optimism <a href=\"https:\/\/t.co\/7ZWNt34w47\">https:\/\/t.co\/7ZWNt34w47<\/a> <a href=\"https:\/\/t.co\/7ZWNt34w47\">https:\/\/t.co\/7ZWNt34w47<\/a><\/p>&mdash; Reuters (@Reuters) <a href=\"https:\/\/x.com\/Reuters\/status\/2053953313318588909?ref_src=twsrc%5Etfw\">May 11, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Neler Abart\u0131 De\u011fil, Neler H\u00e2l\u00e2 Abart\u0131 Olabilir?<\/h2>\n\n\n\n<p>AI hik\u00e2yesinin baz\u0131 par\u00e7alar\u0131 a\u00e7\u0131k\u00e7a abart\u0131 de\u011fil. Sermaye harcamas\u0131 ger\u00e7ek. Bulut, \u00e7ip, bellek ve a\u011f talebi ger\u00e7ek. Altyap\u0131 liderlerinin gelir b\u00fcy\u00fcmesi ger\u00e7ek. T\u00fcm AI patlamas\u0131n\u0131 \u201cbalon\u201d diye reddetmek fazla basit. Abart\u0131 ihtimali ta\u015f\u0131yan k\u0131s\u0131m, AI\u2019\u0131n k\u0131sa s\u00fcrede t\u00fcm ekonomide k\u00e2rl\u0131l\u0131\u011f\u0131 h\u0131zla yukar\u0131 \u00e7ekece\u011fi varsay\u0131m\u0131. Bu hen\u00fcz kan\u0131tlanmad\u0131. Bir\u00e7ok \u015firket h\u00e2l\u00e2 deneme a\u015famas\u0131nda; ara\u00e7lar\u0131 test ediyor, i\u015f ak\u0131\u015flar\u0131n\u0131 yeniden d\u00fczenliyor. Baz\u0131lar\u0131 anlaml\u0131 getiri \u00fcretir, baz\u0131lar\u0131 para harcar, baz\u0131lar\u0131 ise AI\u2019\u0131 daha \u00e7ok pazarlama etiketi olarak kullan\u0131r.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">HPE shares soar 28% as demand for AI infrastructure powers stellar quarter <a href=\"https:\/\/t.co\/uO3ACnWclu\">https:\/\/t.co\/uO3ACnWclu<\/a> <a href=\"https:\/\/t.co\/uO3ACnWclu\">https:\/\/t.co\/uO3ACnWclu<\/a><\/p>&mdash; Reuters (@Reuters) <a href=\"https:\/\/x.com\/Reuters\/status\/2061925850744860682?ref_src=twsrc%5Etfw\">June 2, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>AI d\u00f6ng\u00fcs\u00fcn\u00fcn bir sonraki a\u015famas\u0131nda yat\u0131r\u0131mc\u0131lar\u0131n \u00fc\u00e7 grubu ay\u0131rmas\u0131 gerekecek. Bu ayr\u0131m, kurumlarda algoritmik i\u015flemlerle (manuel olmayan, kurallarla \u00e7al\u0131\u015fan otomatik al-sat) h\u0131z ve emir iletimi avantaj\u0131n\u0131n artmas\u0131yla da ba\u011flant\u0131l\u0131. Birincisi, kritik AI altyap\u0131s\u0131n\u0131 satan \u015firketler. \u0130kincisi, AI ile \u00f6l\u00e7\u00fclebilir verimlilik art\u0131\u015f\u0131 \u00fcreten \u015firketler. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, AI\u2019\u0131 marka\/pazarlama unsuru olarak kullanan \u015firketler. \u0130lk grup zaten \u00f6d\u00fcllendirildi. \u0130kinci grup piyasadaki kazanc\u0131n yay\u0131lmas\u0131n\u0131 sa\u011flayabilir. \u00dc\u00e7\u00fcnc\u00fc grup ise as\u0131l abart\u0131 riskinin oldu\u011fu yer.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-x wp-block-embed-x\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Alphabet is looking to raise $80 billion in equity offerings, including an investment from Berkshire Hathaway, the Google parent said, in its aggressive push to fund a costly expansion of its AI infrastructure <a href=\"https:\/\/t.co\/PErKVNuDgd\">https:\/\/t.co\/PErKVNuDgd<\/a> <a href=\"https:\/\/t.co\/UOtrF4E6iz\">pic.twitter.com\/UOtrF4E6iz<\/a><\/p>&mdash; Reuters (@Reuters) <a href=\"https:\/\/x.com\/Reuters\/status\/2061734575575888278?ref_src=twsrc%5Etfw\">June 2, 2026<\/a><\/blockquote><script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u00d6zet<\/h2>\n\n\n\n<p>AI patlamas\u0131 ger\u00e7ek, ancak hen\u00fcz tabana yay\u0131lm\u0131\u015f de\u011fil. En b\u00fcy\u00fck k\u00e2r altyap\u0131y\u0131 elinde tutanlara gidiyor, ekonominin geneline de\u011fil. Piyasa, AI\u2019\u0131n herkese fayda sa\u011flad\u0131\u011f\u0131 bir gelece\u011fi, o gelecek tam ger\u00e7ekle\u015fmeden fiyatl\u0131yor olabilir.<\/p>\n\n\n\n<p>Olumlu senaryo: AI zamanla t\u00fcm ekonomiye yay\u0131l\u0131r ve yeni bir verimlilik d\u00f6ng\u00fcs\u00fc yarat\u0131r. Olumsuz senaryo: piyasa altyap\u0131 kazananlar\u0131n\u0131 fazla h\u0131zl\u0131 \u00f6d\u00fcllendirdi ve \u015firketlerin geri kalan\u0131n\u0131n \u00e7abuk yeti\u015fece\u011fini varsayd\u0131.<\/p>\n\n\n\n<p>AI art\u0131k \u201cgelecek\u201d hik\u00e2yesi de\u011fil. \u015eirketlerin \u00e7al\u0131\u015fma bi\u00e7imini ve sermayenin nereye akt\u0131\u011f\u0131n\u0131 \u015fimdiden de\u011fi\u015ftiriyor. Yat\u0131r\u0131mc\u0131 i\u00e7in mesele AI\u2019\u0131n \u00f6nemli olup olmad\u0131\u011f\u0131 de\u011fil; \u00f6nemli oldu\u011fu a\u00e7\u0131k.<\/p>\n\n\n\n<p>As\u0131l mesele, ekonomik de\u011feri kimin toplad\u0131\u011f\u0131.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>B\u00fcy\u00fck Sorular<\/strong><\/summary>\n<h3 class=\"wp-block-heading\">1) Teknoloji devrim niteli\u011finde olsa da AI k\u00e2rlar\u0131 neden bu kadar az \u015firkette toplan\u0131yor?<\/h3>\n\n\n\n<p>AI ekonomisi teoride geni\u015f, k\u00e2r havuzu pratikte dar. Teknoloji d\u00f6ng\u00fcs\u00fcn\u00fcn ba\u015f\u0131nda k\u00e2r, \u201cdarbo\u011faz\u0131 elinde tutanlara\u201d gider: herkesin mecburen kulland\u0131\u011f\u0131 temel altyap\u0131y\u0131 kontrol eden \u015firketler. Bulut platformlar\u0131 (Microsoft, Amazon, Alphabet) ve donan\u0131m\/a\u011f katman\u0131 (Nvidia, AMD, Broadcom, Micron, SK Hynix, Marvell, Arista) ba\u015ftan y\u00fcksek marjl\u0131 gelir toplar. \u00c7\u00fcnk\u00fc AI sistemlerini kurmak, test etmek ve \u00e7al\u0131\u015ft\u0131rmak i\u00e7in herkes bu katmanlara \u00f6deme yapmak zorundad\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) AI, s\u0131radan \u015firketlerde neden hen\u00fcz patlay\u0131c\u0131 ciro art\u0131\u015f\u0131na d\u00f6n\u00fc\u015fmedi?<\/h3>\n\n\n\n<p>Teknoloji \u015firketi olmayanlar\u0131n \u00e7o\u011funda AI, \u015fimdilik gelir art\u0131r\u0131c\u0131 bir motor yerine pe\u015fin bir i\u015fletme maliyeti (operasyonel gider: g\u00fcnl\u00fck faaliyet gideri) olarak geliyor. \u015eirketler bulut hesaplama kapasitesi, yaz\u0131l\u0131m kullan\u0131m \u00fccretleri, sistem entegrasyonu (mevcut yaz\u0131l\u0131mlara ba\u011flama) ve \u00e7al\u0131\u015fan e\u011fitimi i\u00e7in h\u0131zla y\u00fcksek faturalarla kar\u015f\u0131la\u015f\u0131yor. Kestirimci bak\u0131m veya otomatik doland\u0131r\u0131c\u0131l\u0131k tespiti gibi ara\u00e7lar verimlilik sa\u011flar; ancak bu i\u00e7 verimlili\u011fin ciroya g\u00fc\u00e7l\u00fc \u015fekilde yans\u0131mas\u0131 zaman al\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3) AI patlamas\u0131n\u0131n abart\u0131 de\u011fil, temel de\u011fere dayand\u0131\u011f\u0131n\u0131 g\u00f6steren somut kan\u0131t nedir?<\/h3>\n\n\n\n<p>Harcama tamamen somut ve \u00e7ok b\u00fcy\u00fck. B\u00fcy\u00fck teknoloji \u015firketlerinin k\u00fcresel AI sermaye harcamas\u0131n\u0131n 700 milyar dolar\u0131n \u00fczerine \u00e7\u0131kmas\u0131 bekleniyor; yakla\u015f\u0131k 410 milyar dolar seviyesinden sert art\u0131\u015f. Bu para \u201chayal\u201d yaz\u0131l\u0131mlara de\u011fil; mikro\u00e7ipler, fiber optik a\u011flar (y\u00fcksek h\u0131zl\u0131 veri iletim kablolar\u0131), veri merkezleri ve enerji altyap\u0131s\u0131 gibi fiziksel yat\u0131r\u0131mlara gidiyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4) \u201cMuhte\u015fem Yedili\u201ddeki piyasa yo\u011funla\u015fmas\u0131 neden iki ucu keskin b\u0131\u00e7ak?<\/h3>\n\n\n\n<p>\u201cMuhte\u015fem Yedili\u201d, S&amp;P 500\u2019\u00fcn toplam de\u011ferinin yakla\u015f\u0131k %34\u2019\u00fcn\u00fc olu\u015fturuyor. Bu da endeks yat\u0131r\u0131m\u0131 yapanlar\u0131n fiilen yo\u011fun bir AI pozisyonu ta\u015f\u0131d\u0131\u011f\u0131 anlam\u0131na geliyor. G\u00fc\u00e7l\u00fc k\u00e2r marjlar\u0131 ve b\u00fcy\u00fck bilan\u00e7olar daha y\u00fcksek de\u011ferlemeyi (premium) a\u00e7\u0131klayabilir. Ancak yo\u011funla\u015fma iki y\u00f6nl\u00fc \u00e7al\u0131\u015f\u0131r: b\u00fcy\u00fcme d\u00f6nemlerinde endeksi g\u00fc\u00e7l\u00fc ta\u015f\u0131r; bir-iki lider \u015firket bulut b\u00fcy\u00fcmesi veya k\u00e2r hedeflerini tutturamazsa endekse ciddi k\u0131r\u0131lganl\u0131k ekler.<\/p>\n<\/details>\n\n<p>\n\n<p><strong>Hemen i\u015flem yapmaya ba\u015flay\u0131n &#8211; Ger\u00e7ek VT Markets hesab\u0131n\u0131z\u0131 olu\u015fturmak i\u00e7in <a href=\"https:\/\/www.vtmarkets.com\/tr\/trade-now\/\">buraya<\/a> t\u0131klay\u0131n <\/strong> <\/p>\n<!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 rallisi ger\u00e7ek ama kazan\u00e7lar tabana yay\u0131lmad\u0131: bulut ve \u00e7ip devleri \u201cdarbo\u011faz\u0131\u201d tutuyor. 2026\u2019da 700 milyar $+ CapEx beklenirken, endeks Muhte\u015fem Yedili yo\u011funla\u015fmas\u0131yla k\u0131r\u0131lganla\u015f\u0131yor.<\/p>\n","protected":false},"author":87,"featured_media":49241,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[48,51],"tags":[],"class_list":["post-49228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-featured","category-learn"],"acf":{"acf_article_selection_author":null},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/49228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/comments?post=49228"}],"version-history":[{"count":0,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/49228\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/media\/49241"}],"wp:attachment":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/media?parent=49228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/categories?post=49228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/tags?post=49228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}