{"id":47787,"date":"2026-05-30T08:21:09","date_gmt":"2026-05-30T08:21:09","guid":{"rendered":"https:\/\/www.vtmarkets.com\/tr\/uncategorized\/yapay-zeka-talebi-kuantum-olcegine-ulasiyor\/"},"modified":"2026-05-30T08:21:09","modified_gmt":"2026-05-30T08:21:09","slug":"yapay-zeka-talebi-kuantum-olcegine-ulasiyor","status":"publish","type":"post","link":"https:\/\/www.vtmarkets.com\/tr-mena\/featured\/yapay-zeka-talebi-kuantum-olcegine-ulasiyor\/","title":{"rendered":"Yapay Zek\u00e2 Talebi Kuantum \u00d6l\u00e7e\u011fine Ula\u015f\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\/QuantumComputing-AI-1024x573.webp\" alt=\"\" class=\"wp-image-51347\"\/><figcaption class=\"wp-element-caption\"><em>At\u0131l\u0131m y\u0131llar alabilir, ancak harcama d\u00f6ng\u00fcs\u00fc \u015fimdiden ba\u015fl\u0131yor.<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Kuantum bili\u015fim (kuantum kurallar\u0131n\u0131 kullanan yeni nesil hesaplama) h\u00e2l\u00e2 geni\u015f ticari kullan\u0131mdan y\u0131llarca uzakta. Buna ra\u011fmen h\u00fck\u00fcmetler, alan\u0131 b\u00fcy\u00fctmek i\u00e7in \u015fimdiden ciddi kaynak ay\u0131r\u0131yor. <a href=\"https:\/\/www.wsj.com\/tech\/quantum-computing-grants-ibm-rigetti-globalfoundries-7382e6be?mod=Searchresults&amp;pos=1&amp;page=1\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">ABD, sekt\u00f6re yakla\u015f\u0131k 2 milyar dolar<\/a> y\u00f6nlendiriyor; bu sermaye \u00e7ip \u00fcretimi (yar\u0131 iletken \u00fcretimi) ve kuantum bile\u015fenlerine ba\u011fl\u0131.<\/p>\n\n\n\n<p>\u201cAra\u015ft\u0131rma deste\u011fi\u201d gibi g\u00f6r\u00fcnen bu b\u00fct\u00e7eler, yapay zek\u00e2n\u0131n (AI) alt\u0131nda \u00e7al\u0131\u015facak daha derin bir hesaplama altyap\u0131s\u0131 i\u00e7in geni\u015f \u00e7apl\u0131 planlama anlam\u0131na da gelebilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ulusal stratejiler h\u0131zlan\u0131yor<\/h3>\n\n\n\n<p>ABD\u2019nin taahh\u00fcd\u00fc, New York\u2019ta IBM\u2019in kuantum \u00e7ip \u00fcretim tesisi i\u00e7in yakla\u015f\u0131k 1 milyar dolar\u0131 ve GlobalFoundries\u2019e kuantum bile\u015fenlerinin \u00fcretimini desteklemek amac\u0131yla ek 375 milyon dolar\u0131 i\u00e7eriyor. Fransa da <a href=\"https:\/\/www.reuters.com\/technology\/french-quantum-firm-alice-bob-wins-new-investment-nvidia-venture-arm-2026-05-22\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">kuantum stratejisi ve mikroelektronik i\u00e7in toplam 1,5 milyar avro<\/a> ay\u0131rd\u0131. Bunlar k\u00fc\u00e7\u00fck ara\u015ft\u0131rma hibeleri gibi de\u011fil; daha \u00e7ok \u00fcst d\u00fczey stratejik politika ad\u0131mlar\u0131.<\/p>\n\n\n\n<p>Yapay zek\u00e2 altyap\u0131 d\u00f6ng\u00fcs\u00fcn\u00fc izleyenler bu kal\u0131b\u0131 tan\u0131r. \u00dcretken yapay zek\u00e2 (metin\/g\u00f6rsel \u00fcreten AI) ana ak\u0131m olmadan \u00f6nce tedarik zinciri \u015fekillenmi\u015fti. GPU\u2019lar (\u00e7ok say\u0131da i\u015flemi paralel yapan g\u00fc\u00e7l\u00fc grafik\/h\u0131zland\u0131r\u0131c\u0131 i\u015flemciler), ileri \u00e7ipler, bulut kapasitesi, veri merkezleri, a\u011f ekipmanlar\u0131 ve elektrik talebi AI yat\u0131r\u0131m temas\u0131n\u0131n par\u00e7as\u0131 oldu.<\/p>\n\n\n\n<p>Kuantum bili\u015fim bu s\u00fcrecin \u00e7ok daha ba\u015f\u0131nda; ancak mant\u0131k benzer. H\u00fck\u00fcmetler, teknoloji ticari a\u00e7\u0131dan kritik h\u00e2le gelmeden \u00f6nce yerli yetkinlik istiyor. Yani trafik tam ba\u015flamadan \u201craylar\u0131\u201d d\u00f6\u015f\u00fcyorlar.<\/p>\n\n\n\n<p>Bu, bug\u00fcn her kuantum \u015firketinin yat\u0131r\u0131m yap\u0131labilir oldu\u011fu anlam\u0131na gelmiyor. Ancak sekt\u00f6r\u00fcn laboratuvar \u00f6l\u00e7e\u011finden \u00e7\u0131k\u0131p uzun vadeli altyap\u0131 planlamas\u0131na ge\u00e7ti\u011fini g\u00f6steriyor.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Kuantum Bili\u015fim Nedir? (Basit Anlat\u0131m)<\/h2>\n\n\n\n<p>En basit h\u00e2liyle:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Klasik bilgisayarlar bit kullan\u0131r (0 veya 1)<\/li>\n\n\n\n<li>Kuantum bilgisayarlar k\u00fcbit (qubit) kullan\u0131r (0, 1 veya \u201cs\u00fcperpozisyon\u201d ile ayn\u0131 anda her ikisi; yani birden fazla olas\u0131l\u0131\u011f\u0131 birlikte ta\u015f\u0131ma)<\/li>\n<\/ul>\n\n\n\n<p>K\u00fcbitler ayr\u0131ca \u201cdolan\u0131kl\u0131k\u201d (entanglement: iki k\u00fcbitin durumlar\u0131n\u0131n birbirine ba\u011fl\u0131 davranmas\u0131) ile ili\u015fkilendirilebilir. Bu sayede bir k\u00fcbitin durumu, klasik sistemlerin kolay kopyalayamad\u0131\u011f\u0131 bi\u00e7imde di\u011ferini etkileyebilir. Bu yakla\u015f\u0131m, \u00e7ok say\u0131da olas\u0131 \u00e7\u00f6z\u00fcm\u00fc ayn\u0131 anda de\u011ferlendirmeyi m\u00fcmk\u00fcn k\u0131lar; klasik donan\u0131m\u0131n y\u0131llar s\u00fcrebilecek hesaplar\u0131n\u0131 baz\u0131 problem t\u00fcrlerinde anlaml\u0131 \u00f6l\u00e7\u00fcde h\u0131zland\u0131rabilir.<\/p>\n\n\n\n<p>Bununla birlikte kuantum bili\u015fim her i\u015fi h\u0131zland\u0131rmaz. Normal bir bilgisayar\u0131n \u201cdaha iyi\u201d s\u00fcr\u00fcm\u00fc de\u011fildir. Daha \u00e7ok <em>belirli alanlarda<\/em> \u00f6ne \u00e7\u0131kar: kimya benzetimleri (molek\u00fclleri modelleme), kriptografi analizi (\u015fifreleme y\u00f6ntemlerini inceleme), b\u00fcy\u00fck \u00f6l\u00e7ekli optimizasyon (en iyi \u00e7\u00f6z\u00fcm\u00fc bulma) ve baz\u0131 makine \u00f6\u011frenmesi i\u015fleri.<\/p>\n\n\n\n<p>Bug\u00fcnk\u00fc i\u015f y\u00fcklerinin \u00e7o\u011funda, \u00f6zellikle b\u00fcy\u00fck \u00f6l\u00e7ekli AI e\u011fitimi ve \u00e7\u0131kar\u0131m\u0131nda (inference: e\u011fitilmi\u015f modelin tahmin \u00fcretmesi), GPU\u2019lar h\u00e2l\u00e2 ana ara\u00e7. <a href=\"https:\/\/www.vtmarkets.com\/opinion\/nvidia-china-h200-ai-trade\/?utm_source=Opinion&amp;rt=QuantumAI\" target=\"_blank\" rel=\"noopener\" title=\"\">NVIDIA\u2019n\u0131n H200 \u00e7ipleri<\/a> gibi GPU\u2019lar veya <a href=\"https:\/\/www.vtmarkets.com\/opinion\/spacex-ai-crypto-spcxusd-musk-market-cycle\/?utm_source=Opinion&amp;rt=QuantumAI\" target=\"_blank\" rel=\"noopener\" title=\"\">SpaceX\u2019in AI s\u00fcper bilgisayar\u0131 Colossus<\/a> benzeri altyap\u0131lar, bug\u00fcn\u00fcn AI liderlerinin elinde yo\u011funla\u015f\u0131yor.<\/p>\n\n\n\n<p>Kuantum bili\u015fim g\u00fc\u00e7lenebilir; ancak k\u0131sa vadeli avantaj\u0131 dar bir alanda kal\u0131r. Daha iyi f\u0131rsatlar, bug\u00fcn\u00fcn klasik sistemleri ile gelecekteki kuantum kapasitesi aras\u0131nda k\u00f6pr\u00fc kuran \u015firketlerde olabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kuantum alan\u0131nda mevcut ilerleme<\/h3>\n\n\n\n<p>Bug\u00fcnk\u00fc kuantum cihazlar \u00e7o\u011fu zaman NISQ olarak an\u0131l\u0131r: \u201cg\u00fcr\u00fclt\u00fcl\u00fc, orta \u00f6l\u00e7ekli kuantum bilgisayarlar\u201d. Teknik bir terimdir; pratik anlam\u0131 basit: Mevcut makineler deneme ve ara\u015ft\u0131rma i\u00e7in kullan\u0131labilir, ancak geni\u015f ticari kullan\u0131m i\u00e7in yeterince g\u00fcvenilir de\u011filler.<\/p>\n\n\n\n<p>Bu cihazlar; hata oranlar\u0131 (hesaplamada yanl\u0131\u015f sonu\u00e7 \u00fcretme riski), so\u011futma gereksinimleri (\u00e7ok d\u00fc\u015f\u00fck s\u0131cakl\u0131k ihtiyac\u0131) ve k\u00fcbit say\u0131s\u0131 gibi s\u0131n\u0131rlarla kar\u015f\u0131 kar\u015f\u0131ya. Faydal\u0131 kuantum bili\u015fim sadece cihaz\u0131 \u201ckurmak\u201d de\u011fildir; k\u00fcbitleri kararl\u0131 tutmak ve hatalar\u0131 y\u00f6netmek gerekir.<\/p>\n\n\n\n<p>Olumlu de\u011fi\u015fim, ilerlemenin art\u0131k yaln\u0131zca teoride de\u011fil, donan\u0131m ve mimari (sistemin tasar\u0131m\u0131) seviyesinde de g\u00f6r\u00fclmesi.<\/p>\n\n\n\n<p>Google\u2019\u0131n <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/research\/google-willow-quantum-chip\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">Willow \u00e7ipi<\/a>, kuantum hata d\u00fczeltmesi (hatalar\u0131 azaltmaya y\u00f6nelik y\u00f6ntemler) ve k\u0131yas performans\u0131nda (benchmark: standart testlerle \u00f6l\u00e7\u00fcm) ilerlemeler g\u00f6sterdi. Microsoft\u2019un <a href=\"https:\/\/news.microsoft.com\/source\/features\/innovation\/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">Majorana 1<\/a> duyurusu, \u201ctopolojik k\u00fcbit\u201d mimarisine (daha kararl\u0131 olabilece\u011fi d\u00fc\u015f\u00fcn\u00fclen bir k\u00fcbit yakla\u015f\u0131m\u0131) i\u015faret etti; bu yakla\u015f\u0131m b\u00fcy\u00fck \u00f6l\u00e7ekte do\u011frulan\u0131rsa daha sa\u011flam bir yol sunabilir. IBM ise <a href=\"https:\/\/www.ibm.com\/roadmaps\/quantum\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">2026 sonuna kadar yak\u0131n vadeli kuantum avantaj\u0131<\/a> (quantum advantage: belirli bir i\u015fte klasik bilgisayar\u0131n pratikte yeti\u015femedi\u011fi \u00fcst\u00fcnl\u00fck) ve 2029\u2019a kadar daha b\u00fcy\u00fck \u00f6l\u00e7ekli \u201chata toleransl\u0131\u201d kabiliyet (fault-tolerant: hatalara ra\u011fmen g\u00fcvenilir \u00e7al\u0131\u015fabilen sistem) hedefleyen bir yol haritas\u0131 payla\u015ft\u0131.<\/p>\n\n\n\n<p>Bu, ticari kuantum bili\u015fimin hemen gelmek \u00fczere oldu\u011fu anlam\u0131na gelmez. Ancak sekt\u00f6r\u00fcn tekil laboratuvar ba\u015far\u0131lar\u0131ndan daha net m\u00fchendislik yollar\u0131na ge\u00e7ti\u011fini g\u00f6sterir. Zorluk; bu ilerlemeleri \u00f6l\u00e7eklemek, kullan\u0131labilir sistemlere entegre etmek ve her kilometre ta\u015f\u0131n\u0131n zaman\u0131nda gelece\u011fini varsaymadan ilerlemektir.<\/p>\n\n\n\n<p>Donan\u0131m taraf\u0131 iyile\u015fiyor. Ticari takvim ise belirsizli\u011fini koruyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kuantum ile Yapay Zek\u00e2n\u0131n Kesi\u015fti\u011fi Yer<\/h2>\n\n\n\n<p>Haz\u0131rl\u0131k en \u00fcst d\u00fczeyde. Finans kurulu\u015flar\u0131, kamu kurumlar\u0131, sa\u011fl\u0131k hizmeti sa\u011flay\u0131c\u0131lar\u0131, enerji \u015firketleri ve savunma y\u00fcklenicileri, y\u0131llarca gizli kalmas\u0131 gereken veriler ta\u015f\u0131r. AI benimsenmesi, <a href=\"https:\/\/www.vtmarkets.com\/opinion\/oktas-identity-ai-products-key-drivers-of-stock-growth-for-traders\/?utm_source=Opinion&amp;rt=QuantumAI\" target=\"_blank\" rel=\"noopener\" title=\"\">Okta sonu\u00e7lar\u0131nda<\/a> g\u00f6r\u00fcld\u00fc\u011f\u00fc gibi bu aciliyeti art\u0131r\u0131yor. \u015eirketler daha fazla hassas veri \u00fcretip saklad\u0131k\u00e7a ve ta\u015f\u0131d\u0131k\u00e7a, daha g\u00fc\u00e7l\u00fc g\u00fcvenlik altyap\u0131s\u0131na yat\u0131r\u0131m gerek\u00e7esi g\u00fc\u00e7leniyor.<\/p>\n\n\n\n<p>Kuantum bili\u015fimin en olas\u0131 yolu, ani bir y\u0131k\u0131m (disruption) de\u011fil, mevcut sistemlere entegrasyon.<\/p>\n\n\n\n<p>Hibrit kuantum-klasik sistemler, \u015firketlerin kuantum kapasitesini test ederken mevcut bili\u015fim altyap\u0131s\u0131na dayanmas\u0131n\u0131 sa\u011flar. <a href=\"https:\/\/www.techradar.com\/pro\/we-are-putting-quantum-inside-the-rack-so-customers-can-roll-it-in-plug-it-in-the-worlds-first-rack-mounted-quantum-computer-is-here-and-it-runs-at-459-degrees-fahrenheit-from-a-standard-wall-socket\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">Equal1 ve Dell\u2019in RacQ sistemi<\/a> buna bir \u00f6rnek. Standart veri merkezi d\u00fczenine daha yak\u0131n olacak \u015fekilde, \u201crack\u201d tipi (sunucu kabinine tak\u0131lan) hibrit bir kuantum-klasik sistem olarak tasarland\u0131.<br>Kurumsal al\u0131c\u0131lar, teknolojiyi sadece ileri oldu\u011fu i\u00e7in almaz. Mevcut i\u015f ak\u0131\u015flar\u0131na uydu\u011funda, tedarik\u00e7iler taraf\u0131ndan desteklenebildi\u011finde ve net bir kullan\u0131m gerek\u00e7esi oldu\u011funda benimser.<\/p>\n\n\n\n<p>Hibrit sistemler, kuantum bili\u015fimin etraf\u0131ndaki destek donan\u0131m\u0131na da talep yarat\u0131r: kontrol elektroni\u011fi (k\u00fcbitleri y\u00f6neten devreler), kriyojenik sistemler (a\u015f\u0131r\u0131 so\u011futma), analog bile\u015fenler (sinyali s\u00fcrekli de\u011ferlerle i\u015fleyen par\u00e7alar), sinyal i\u015fleme ara\u00e7lar\u0131 ve y\u00fcksek performansl\u0131 klasik hesaplama.<\/p>\n\n\n\n<p>Kuantum yenilikleri ile AI\u2019nin kesi\u015fimi \u015fu ba\u015fl\u0131klarda toplanabilir:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>AI\u2019nin kuantum sistemlerini iyile\u015ftirmesi<\/strong> \u2013 makine \u00f6\u011frenmesinin hata d\u00fczeltme, kalibrasyon (ince ayar), malzeme ara\u015ft\u0131rmas\u0131 ve sistem tasar\u0131m\u0131na destek vermesi <em>(<a href=\"https:\/\/www.nature.com\/articles\/s41467-025-65836-3\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">laboratuvarlarda<\/a> uygulan\u0131yor)<\/em><br><\/li>\n\n\n\n<li><strong>Kuantum sonras\u0131 siber g\u00fcvenlik<\/strong> \u2013 g\u00fc\u00e7l\u00fc kuantum bilgisayarlar mevcut \u015fifrelemeyi tehdit etmeden \u00f6nce \u015firketlerin \u015fifrelemeyi y\u00fckseltmesi. <em>(kamu harcamalar\u0131nda <a href=\"https:\/\/csrc.nist.gov\/News\/2026\/nist-advances-9-candidates-to-the-3rd-round-of-pqc\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">devam ediyor<\/a>)<\/em><br><\/li>\n\n\n\n<li><strong>Hibrit kuantum-klasik sistemler<\/strong> \u2013 dar ama y\u00fcksek de\u011ferli i\u015fler i\u00e7in kuantum yard\u0131mc\u0131 i\u015flemciler (co-processor: ana i\u015flemciye destek veren yan i\u015flemci). <em>(altyap\u0131 olu\u015fuyor; ancak <a href=\"https:\/\/www.youtube.com\/watch?v=D8hokwdhnZI\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">m\u00fchendislik zorlu\u011fu<\/a> s\u00fcr\u00fcyor)<\/em><br><\/li>\n\n\n\n<li><strong>Kuantum destekli AI i\u015f y\u00fckleri<\/strong> \u2013 optimizasyon veya makine \u00f6\u011frenmesi s\u00fcre\u00e7lerinde potansiyel bir h\u0131zland\u0131r\u0131c\u0131\/yard\u0131mc\u0131.<\/li>\n<\/ol>\n\n\n\n<p>Yat\u0131r\u0131m hik\u00e2yesi burada daha somutla\u015f\u0131yor. \u201cEtkinle\u015ftirici katman\u0131\u201d (enabling layer: teknolojiyi m\u00fcmk\u00fcn k\u0131lan ara \u00fcr\u00fcn ve hizmetler) sa\u011flayan \u015firketler, saf kuantum donan\u0131m\u0131 ticari \u00f6l\u00e7e\u011fe ula\u015fmadan \u00f6nce gelir \u00fcretebilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Piyasalar \u00d6ne Ge\u00e7iyor<\/h2>\n\n\n\n<p>Kuantum temas\u0131nda g\u00fc\u00e7l\u00fc bir piyasa anlat\u0131s\u0131 var: ulusal g\u00fcvenlik, AI talebi, ileri \u00e7ipler ve uzun vadeli hesaplama d\u00f6n\u00fc\u015f\u00fcm\u00fc. Bu da fiyatlamay\u0131 abartmay\u0131 kolayla\u015ft\u0131r\u0131r.<\/p>\n\n\n\n<p>Baz\u0131 \u201csaf oyuncu\u201d (pure-play: i\u015fi b\u00fcy\u00fck \u00f6l\u00e7\u00fcde tek alana odakl\u0131) kuantum \u015firketleri, hen\u00fcz tam olu\u015fmam\u0131\u015f bir gelecek piyasaya g\u00f6re de\u011ferleme \u00e7ekmeye ba\u015flad\u0131. Terra Quantum\u2019un SPAC (\u00f6zel ama\u00e7l\u0131 sat\u0131n alma \u015firketi \u00fczerinden borsaya a\u00e7\u0131lma) yoluyla Nasdaq\u2019ta listelenmeye y\u00f6nelik <a href=\"https:\/\/www.tradingview.com\/news\/tradingview:491c63e324a84:0-terra-quantum-to-go-public-via-axiom-spac-at-3-5b-equity-valuation\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">3,5 milyar dolara yak\u0131n de\u011ferlemeli plan\u0131<\/a> buna \u00f6rnek. Algoritmalar, g\u00fcvenlik ara\u00e7lar\u0131 ve hibrit sistemlere odaklanmas\u0131 daha uygulanabilir bir alanda konumlasa da de\u011ferleme yine ticari talebin ne h\u0131zla geli\u015fece\u011fine ba\u011fl\u0131.<\/p>\n\n\n\n<p>Donan\u0131m takvimi \u00f6nemli bir risk.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IBM\u2019in yol haritas\u0131 piyasaya izlenecek kilometre ta\u015flar\u0131 veriyor; ancak takvim kayabilir.<\/li>\n\n\n\n<li>Microsoft\u2019un topolojik k\u00fcbit yakla\u015f\u0131m\u0131 \u00f6nemli olabilir; ancak b\u00fcy\u00fck \u00f6l\u00e7ekte daha geni\u015f do\u011frulamaya ihtiya\u00e7 var.<\/li>\n\n\n\n<li>Google\u2019\u0131n hata d\u00fczeltmedeki ilerlemesi de\u011ferli; fakat ticari fayda ayr\u0131 bir s\u0131nav.<\/li>\n<\/ul>\n\n\n\n<p>Maliyetler de belirleyici. Kuantum donan\u0131m\u0131; \u00f6zel bile\u015fenler, a\u015f\u0131r\u0131 so\u011futma, hassas \u00fcretim ve karma\u015f\u0131k kontrol sistemlerine dayan\u0131r. Sistemler b\u00fcy\u00fcd\u00fck\u00e7e maliyetler yat\u0131r\u0131mc\u0131lar\u0131n bekledi\u011fi kadar h\u0131zl\u0131 d\u00fc\u015fmeyebilir.<br>Bu da gelirler yeterince b\u00fcy\u00fcmeden, donan\u0131m odakl\u0131 \u015firketler \u00fczerinde bask\u0131 yaratabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">VT Markets\u2019te neler hareket ediyor?<\/h3>\n\n\n\n<p>VT Markets, kuantum yeniliklerine yak\u0131n piyasa hareketlerine erken eri\u015fim sunar. K\u0131sa vadeli f\u0131rsat, hata toleransl\u0131 kuantum bilgisayarlar gelmeden \u00f6nce fayda g\u00f6rebilecek katmanlarda.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.vtmarkets.com\/tag\/AI\/?utm_source=Opinion&amp;rt=QuantumAI\" target=\"_blank\" rel=\"noopener\" title=\"\">AI<\/a> tedarik zinciri in\u015fas\u0131nda oldu\u011fu gibi, kuantumu tek bir i\u015flem fikri de\u011fil \u201cy\u0131\u011f\u0131n\/katmanlar\u201d (stack: \u00fcst \u00fcste \u00e7al\u0131\u015fan teknoloji katmanlar\u0131) olarak g\u00f6rmek daha sa\u011fl\u0131kl\u0131. En g\u00fc\u00e7l\u00fc k\u0131sa vadeli maruziyet, hata toleransl\u0131 kuantum sistemler ticari \u00f6l\u00e7e\u011fe ula\u015fmadan \u00f6nce ekosistemi m\u00fcmk\u00fcn k\u0131lan \u015firketlerden gelebilir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/tr-mena\/wp-content\/uploads\/sites\/9\/2026\/06\/codeOTE3ODcxYmE0OTVhNTlmZTVmZDFiODFhZjBmMTIzZmNfbDNWaXJxcm80R2E3UnJMM2E0WkhOWm8yNU93ZnQybU9fVG9rZW46WGR5NmJ3eUZ1bzFJV2t4SDQzS2xqdlN3ZzhjXzE3ODAxMjU0Njg6MTc4MDEyOTA2OF9WNA.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\"><em>Kuantum in\u015fas\u0131n\u0131n farkl\u0131 par\u00e7alar\u0131 ve \u015firketlerin bu ba\u011flant\u0131 katmanlar\u0131na maruziyeti.<\/em><\/figcaption><\/figure>\n\n\n\n<p>IBM, kuantum yol haritas\u0131 ve \u00fcretimdeki rol\u00fcyle halka a\u00e7\u0131k piyasada en do\u011frudan maruziyeti sunuyor. Nvidia\u2019n\u0131n ilgisi farkl\u0131: Kuantum i\u015flemciler ile klasik hesaplama aras\u0131nda k\u00f6pr\u00fcde duruyor; benzetim (simulation: ger\u00e7ek sistemi bilgisayarda taklit), hata d\u00fczeltme ve sistem entegrasyonu (par\u00e7alar\u0131 \u00e7al\u0131\u015f\u0131r b\u00fct\u00fcn h\u00e2line getirme) y\u0131llarca \u00f6nemli kalacak.<\/p>\n\n\n\n<p>Siber g\u00fcvenlik \u015firketleri k\u0131sa vadede daha net bir maruziyet sunabilir. Palo Alto Networks, Fortinet ve CrowdStrike \u201ckuantum \u015firketi\u201d de\u011fil; ancak kuantum sonras\u0131 ge\u00e7i\u015fin (post-quantum migration: daha dayan\u0131kl\u0131 \u015fifrelemeye ge\u00e7i\u015f) a\u00e7abilece\u011fi kurumsal g\u00fcvenlik b\u00fct\u00e7elerine yak\u0131n duruyorlar.<\/p>\n\n\n\n<p><em>Saf oyuncu<\/em> kuantum donan\u0131m\u0131 daha y\u00fcksek potansiyel getiri sunabilir; ancak uygulama riski (execution risk: plan\u0131n sahada ba\u015far\u0131yla y\u00fcr\u00fct\u00fclememesi) daha y\u00fcksektir. Bu katmana yat\u0131r\u0131m yapmak, sadece talebi de\u011fil; fizik, m\u00fchendislik ve \u00fcretimdeki ilerlemeyi de \u201c\u00fcstlenmek\u201d demektir.<\/p>\n\n\n\n<script type=\"module\" src=\"https:\/\/widgets.tradingview-widget.com\/w\/en\/tv-market-summary.js\"><\/script>\n\n<tv-market-summary symbol-sectors='[{\"sectionName\":\"Key Players\",\"symbols\":[\"NYSE:IBM\",\"NASDAQ:GOOG\",\"NASDAQ:MSFT\",\"NASDAQ:AMZN\",\"NASDAQ:NVDA\"]},{\"sectionName\":\"Semiconductors\",\"symbols\":[\"NYSE:TSM\",\"NASDAQ:ASML\",\"NASDAQ:AMAT\",\"NASDAQ:LRCX\",\"NASDAQ:ADI\",\"NASDAQ:AVGO\"]},{\"sectionName\":\"Security Edge\",\"symbols\":[\"NASDAQ:PANW\",\"NASDAQ:FTNT\",\"NASDAQ:CRWD\"]},{\"sectionName\":\"Data Processing\",\"symbols\":[\"NASDAQ:PLTR\",\"NYSE:SNOW\",\"NYSE:CRM\",\"NYSE:ORCL\",\"NASDAQ:EQIX\",\"NYSE:DLR\"]}]' time-frame=\"7D\" show-time-range direction=\"horizontal\" item-size=\"compact\" mode=\"custom\"><\/tv-market-summary><br>\n\n\n\n<p>Kuantum bili\u015fim, basit ve do\u011frudan anlamda \u201cbir sonraki AI\u201d de\u011fil. Daha olas\u0131 senaryo; AI, siber g\u00fcvenlik ve ileri hesaplaman\u0131n alt\u0131nda yer alan altyap\u0131n\u0131n bir par\u00e7as\u0131 h\u00e2line gelmesi.<\/p>\n\n\n\n<p>F\u0131rsat; kuantum bilgisayarlar\u0131n GPU\u2019lar\u0131n yerini alaca\u011f\u0131n\u0131 veya AI\u2019yi bir gecede d\u00f6n\u00fc\u015ft\u00fcrece\u011fini varsaymak de\u011fil. Altta olu\u015fan katmanlarda: \u00e7ip \u00fcretimi, hibrit sistemler, kontrol donan\u0131m\u0131 ve kuantum sonras\u0131 siber g\u00fcvenlik.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Tema izlenmeye de\u011fer; ancak yat\u0131r\u0131m yap\u0131labilir hik\u00e2ye se\u00e7icidir ve temel risk de\u011ferlemedir. Kuantum hisseleri, donan\u0131m haz\u0131r olmadan \u201ctam olu\u015fmu\u015f bir piyasa\u201dy\u0131 fiyatlarsa, i\u015flem zemini k\u0131r\u0131lganla\u015f\u0131r.<\/p>\n\n\n\n<p>AI altyap\u0131s\u0131na zaten maruz kalan yat\u0131r\u0131mc\u0131lar i\u00e7in pratik ad\u0131m, her kuantum man\u015fetinin pe\u015finden ko\u015fmak de\u011fil. Portf\u00f6yde kuantum maruziyetinin (quantum exposure: kuantum temas\u0131ndan dolayl\u0131\/direkt etkilenme) zaten nerede bulundu\u011funu ve bunun bilin\u00e7li olup olmad\u0131\u011f\u0131n\u0131 g\u00f6rmektir.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Tap for Frequently Asked Questions<\/summary>\n<p><br><strong>Kuantum bili\u015fim ile AI aras\u0131ndaki ba\u011f nedir?<\/strong> <br>Kuantum bili\u015fim AI\u2019nin yerini alm\u0131yor; ancak onun alt\u0131nda \u00e7al\u0131\u015fan altyap\u0131n\u0131n bir par\u00e7as\u0131 olabilir. AI, hata d\u00fczeltme ve sistem tasar\u0131m\u0131yla kuantum sistemlerini iyile\u015ftirebilir; kuantum i\u015flemciler ise ileride klasik bilgisayarlar\u0131n zorland\u0131\u011f\u0131 baz\u0131 \u00f6zel i\u015flerde destek sa\u011flayabilir.<\/p>\n\n\n\n<p><strong>Kuantum bilgisayarlar GPU\u2019lar\u0131n yerini alacak m\u0131?<\/strong> <br>K\u0131sa vadede hay\u0131r. GPU\u2019lar AI e\u011fitimi ve \u00e7\u0131kar\u0131m\u0131nda ana donan\u0131m olmaya devam ediyor. Kuantum bilgisayarlar; optimizasyon, benzetim, kriptografi ve baz\u0131 bilimsel i\u015f y\u00fckleri gibi dar alanlarda daha uygun.<\/p>\n\n\n\n<p><strong>Kuantum sonras\u0131 siber g\u00fcvenlik neden \u015fimdiden \u00f6nemli?<\/strong> <br>\u015eirketler haz\u0131rlan\u0131yor; \u00e7\u00fcnk\u00fc bug\u00fcn \u00e7al\u0131nan hassas veriler, ileride g\u00fc\u00e7l\u00fc kuantum bilgisayarlar ortaya \u00e7\u0131karsa \u00e7\u00f6z\u00fclebilir. NIST\u2019in (ABD Ulusal Standartlar ve Teknoloji Enstit\u00fcs\u00fc) 2024 standartlar\u0131, \u015firketlere bu riske kar\u015f\u0131 \u015fifrelemeyi y\u00fckseltmek i\u00e7in daha net bir yol sunuyor.<\/p>\n\n\n\n<p><strong>K\u0131sa vadeli yat\u0131r\u0131m f\u0131rsat\u0131 nerede?<\/strong> <br>Daha net k\u0131sa vadeli f\u0131rsat, do\u011frudan kuantum donan\u0131m\u0131ndan \u00e7ok kuantumun etraf\u0131ndaki katmanlarda. Buna siber g\u00fcvenlik, hibrit kuantum-klasik sistemler, yar\u0131 iletken altyap\u0131s\u0131 ve kontrol donan\u0131m\u0131 dahildir.<\/p>\n\n\n\n<p><strong>Kuantum temas\u0131ndaki en b\u00fcy\u00fck risk nedir?<\/strong> <br>Ana risk zamanlama. Donan\u0131m ilerlemesi ger\u00e7ek; ancak ticari \u00f6l\u00e7ekli kuantum sistemler h\u00e2l\u00e2 zor teknik e\u015fiklere ba\u011fl\u0131. Piyasalar at\u0131l\u0131mlar\u0131 teknoloji haz\u0131r olmadan fiyatlarsa de\u011ferlemeler k\u0131r\u0131lganla\u015f\u0131r.<\/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>Kuantum bili\u015fim ticarile\u015fmeye y\u0131llarca uzak olsa da ABD ve Fransa milyarlar ak\u0131t\u0131yor; AI altyap\u0131s\u0131ndaki d\u00f6ng\u00fc tekrarlanabilir. F\u0131rsat, saf kuantumda de\u011fil: \u00e7ip, hibrit sistem, kontrol donan\u0131m\u0131, post-kuantum siber g\u00fcvenlik. Risk: de\u011ferleme.<\/p>\n","protected":false},"author":87,"featured_media":47786,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[48,49],"tags":[],"class_list":["post-47787","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-featured","category-opinion"],"acf":{"acf_article_selection_author":null},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/47787","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=47787"}],"version-history":[{"count":0,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/47787\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/media\/47786"}],"wp:attachment":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/media?parent=47787"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/categories?post=47787"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/tags?post=47787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}