{"id":5152,"date":"2026-02-28T06:16:23","date_gmt":"2026-02-28T03:16:23","guid":{"rendered":"https:\/\/www.bymeoman.com\/pro\/esmanin-algoritmik-ticaret-ve-yapay-zeka-gozetimi-icin-belirledigi-5-temel-standart\/"},"modified":"2026-02-28T06:16:23","modified_gmt":"2026-02-28T03:16:23","slug":"esmanin-algoritmik-ticaret-ve-yapay-zeka-gozetimi-icin-belirledigi-5-temel-standart","status":"publish","type":"post","link":"https:\/\/www.bymeoman.com\/pro\/esmanin-algoritmik-ticaret-ve-yapay-zeka-gozetimi-icin-belirledigi-5-temel-standart\/","title":{"rendered":"ESMA&#8217;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart"},"content":{"rendered":"<blockquote style=\"background: #2d237d;color: #fff;padding: 30px;border:none;margin: 30px 0;border-radius: 8px\"><p><strong style=\"font-size: 22px;margin-bottom: 5px;color:#fff\">ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart<\/strong><\/p><\/blockquote>\n<p>Avrupa Menkul K\u0131ymetler ve Piyasalar Otoritesi (ESMA), 2026 y\u0131l\u0131 itibar\u0131yla piyasa b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc korumak ve teknolojik riskleri minimize etmek amac\u0131yla algoritmik ticaret sistemlerine y\u00f6nelik g\u00fcncellenmi\u015f y\u00f6nergelerini duyurdu. Bu d\u00fczenlemeler, yat\u0131r\u0131m firmalar\u0131n\u0131n kulland\u0131\u011f\u0131 yapay zeka destekli al\u0131m sat\u0131m stratejilerinin denetlenebilirli\u011fini ve g\u00fcvenli\u011fini en \u00fcst d\u00fczeye \u00e7\u0131karmay\u0131 hedefliyor.<\/p>\n<ul>\n<li>Y\u00f6netim kurullar\u0131n\u0131n algoritmik sistemler \u00fczerindeki teknik g\u00f6zetim ve onay sorumlulu\u011fu yasal olarak geni\u015fletildi.<\/li>\n<li>Yapay zeka ve makine \u00f6\u011frenimi modellerinin karar alma s\u00fcre\u00e7leri i\u00e7in &#8220;a\u00e7\u0131klanabilirlik&#8221; (Explainability) zorunlulu\u011fu getirildi.<\/li>\n<li>Piyasa manip\u00fclasyonunu engellemek ad\u0131na algoritmalar\u0131n davran\u0131\u015flar\u0131n\u0131 analiz eden ger\u00e7ek zamanl\u0131 izleme sistemleri \u015fart ko\u015fuldu.<\/li>\n<li>Algoritmalar\u0131n canl\u0131 piyasaya s\u00fcr\u00fclmeden \u00f6nce stres testlerinden ge\u00e7irilmesi i\u00e7in yeni &#8220;Sandboxing&#8221; protokolleri olu\u015fturuldu.<\/li>\n<li>\u00dc\u00e7\u00fcnc\u00fc taraf teknoloji sa\u011flay\u0131c\u0131lar\u0131ndan al\u0131nan algoritmik hizmetlerin denetimi i\u00e7in firmalara do\u011frudan sorumluluk y\u00fcklendi.<\/li>\n<\/ul>\n<table style=\"width:100%;border-collapse: collapse;margin: 20px 0;font-size: 16px;text-align: left\">\n<thead>\n<tr style=\"background-color: #004d40;color: white\">\n<th style=\"padding: 12px;border: 1px solid #ddd\">Odak Alan\u0131<\/th>\n<th style=\"padding: 12px;border: 1px solid #ddd\">Eski D\u00fczenleme (MiFID II)<\/th>\n<th style=\"padding: 12px;border: 1px solid #ddd\">Yeni ESMA Rehberi (2026)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background-color: #f9f9f9\">\n<td style=\"padding: 12px;border: 1px solid #ddd\"><strong>Y\u00f6netim Sorumlulu\u011fu<\/strong><\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Genel g\u00f6zetim yeterliydi.<\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Y\u00f6netim kurulu \u00fcyeleri teknik yeterlili\u011fe sahip olmal\u0131d\u0131r.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px;border: 1px solid #ddd\"><strong>Yapay Zeka (AI)<\/strong><\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Spesifik bir AI maddesi yoktu.<\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Kara kutu (Black Box) modelleri i\u00e7in a\u00e7\u0131klanabilirlik \u015fart\u0131.<\/td>\n<\/tr>\n<tr style=\"background-color: #f9f9f9\">\n<td style=\"padding: 12px;border: 1px solid #ddd\"><strong>Test S\u00fcre\u00e7leri<\/strong><\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Temel geriye d\u00f6n\u00fck testler.<\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">\u0130leriye d\u00f6n\u00fck senaryo analizi ve stres testleri.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px;border: 1px solid #ddd\"><strong>D\u0131\u015f Kaynak<\/strong><\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Hizmet seviyesi anla\u015fmalar\u0131 (SLA).<\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Kaynak kod denetimi ve sa\u011flay\u0131c\u0131 \u00fczerinde tam kontrol.<\/td>\n<\/tr>\n<tr style=\"background-color: #f9f9f9\">\n<td style=\"padding: 12px;border: 1px solid #ddd\"><strong>Raporlama<\/strong><\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Y\u0131ll\u0131k \u00f6z de\u011ferlendirme.<\/td>\n<td style=\"padding: 12px;border: 1px solid #ddd\">Ger\u00e7ek zamanl\u0131 anomali raporlamas\u0131.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Kurumsal Y\u00f6neti\u015fim ve Sorumluluk \u00c7er\u00e7evesi<\/h2>\n<p>ESMA&#8217;n\u0131n yeni rehberi, algoritmik ticaret sistemlerinin sadece IT departman\u0131n\u0131n de\u011fil, do\u011frudan y\u00f6netim kurulunun sorumlulu\u011funda oldu\u011funu vurgulamaktad\u0131r. Firmalar\u0131n \u00fcst y\u00f6netim organlar\u0131, kullan\u0131lan algoritmalar\u0131n piyasa \u00fczerindeki potansiyel etkilerini tam olarak anlamakla y\u00fck\u00fcml\u00fcd\u00fcr.<\/p>\n<ul>\n<li><strong>Y\u00f6netim Kurulu Onay\u0131:<\/strong> Her yeni algoritma veya mevcut algoritmada yap\u0131lan \u00f6nemli de\u011fi\u015fiklik, y\u00f6netim kurulu veya atanan risk komitesi taraf\u0131ndan resmi olarak onaylanmal\u0131d\u0131r.<\/li>\n<li><strong>Teknik Yeterlilik E\u011fitimi:<\/strong> Y\u00f6netim kurulu \u00fcyeleri ve uyum g\u00f6revlileri (Compliance Officers), algoritmik ticaretin i\u015fleyi\u015fi ve riskleri konusunda d\u00fczenli teknik e\u011fitimlerden ge\u00e7melidir.<\/li>\n<li><strong>Rol ve Sorumluluk Da\u011f\u0131l\u0131m\u0131:<\/strong> Algoritmay\u0131 geli\u015ftiren, test eden ve onaylayan ekipler aras\u0131nda net bir g\u00f6rev ayr\u0131m\u0131 (Segregation of Duties) yap\u0131lmal\u0131 ve \u00e7\u0131kar \u00e7at\u0131\u015fmalar\u0131 engellenmelidir.<\/li>\n<li><strong>Y\u0131ll\u0131k \u00d6z De\u011ferlendirme:<\/strong> Firmalar, algoritmik ticaret sistemlerinin performans\u0131n\u0131 ve risk protokollerini i\u00e7eren detayl\u0131 bir \u00f6z de\u011ferlendirme raporunu her y\u0131l d\u00fczenleyici kuruma sunmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h3>Uyum Departman\u0131n\u0131n Rol\u00fc<\/h3>\n<p>Uyum departmanlar\u0131 art\u0131k pasif bir izleyici de\u011fil, algoritma geli\u015ftirme s\u00fcrecinin aktif bir par\u00e7as\u0131 haline gelmektedir.<\/p>\n<ul>\n<li><strong>Kod \u0130nceleme Yetkisi:<\/strong> Uyum g\u00f6revlileri, \u015f\u00fcpheli durumlarda algoritman\u0131n kaynak koduna veya mant\u0131ksal ak\u0131\u015f \u015femalar\u0131na eri\u015fim yetkisine sahip olmal\u0131d\u0131r.<\/li>\n<li><strong>Durdurma Yetkisi (Kill Switch):<\/strong> Uyum ekibi, piyasa anormallikleri tespit edildi\u011finde ticareti an\u0131nda durdurabilecek ba\u011f\u0131ms\u0131z bir &#8220;Kill Switch&#8221; mekanizmas\u0131na eri\u015febilmelidir.<\/li>\n<li><strong>D\u00fczenleyici \u0130leti\u015fimi:<\/strong> Ulusal yetkili mercilerle (NCA) yap\u0131lacak teknik ileti\u015fimlerin, konuya hakim uzman personel taraf\u0131ndan y\u00fcr\u00fct\u00fclmesi sa\u011flanmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h2>Yapay Zeka Modellerinde \u015eeffafl\u0131k ve A\u00e7\u0131klanabilirlik<\/h2>\n<p>Yapay zeka ve makine \u00f6\u011frenimi (ML) modellerinin finansal piyasalarda kullan\u0131m\u0131, &#8220;Kara Kutu&#8221; (Black Box) riskini beraberinde getirmekte ve ESMA bu konuda kat\u0131 \u015feffafl\u0131k kurallar\u0131 getirmektedir. Yat\u0131r\u0131m firmalar\u0131, algoritmalar\u0131n\u0131n neden belirli bir al\u0131m veya sat\u0131m karar\u0131 verdi\u011fini a\u00e7\u0131klayabilir durumda olmal\u0131d\u0131r.<\/p>\n<ul>\n<li><strong>Karar A\u011fac\u0131 Dok\u00fcmantasyonu:<\/strong> Yapay zeka modelinin karar verirken hangi parametreleri (fiyat, hacim, volatilite vb.) ne a\u011f\u0131rl\u0131kta kulland\u0131\u011f\u0131 belgelenmelidir.<\/li>\n<li><strong>Model Kaymas\u0131 (Drift) \u0130zleme:<\/strong> Makine \u00f6\u011frenimi modelinin zaman i\u00e7inde \u00f6\u011frendi\u011fi verilerle ba\u015flang\u0131\u00e7 stratejisinden sap\u0131p sapmad\u0131\u011f\u0131 (Model Drift) s\u00fcrekli izlenmelidir.<\/li>\n<li><strong>XAI (A\u00e7\u0131klanabilir Yapay Zeka) Kullan\u0131m\u0131:<\/strong> Karma\u015f\u0131k derin \u00f6\u011frenme modelleri yerine, d\u00fczenleyicilere ve risk y\u00f6neticilerine kararlar\u0131n mant\u0131\u011f\u0131n\u0131 sunabilen XAI teknikleri tercih edilmelidir.<\/li>\n<li><strong>E\u011fitim Verisi Kalitesi:<\/strong> AI modelinin e\u011fitildi\u011fi tarihsel verilerin tarafs\u0131zl\u0131\u011f\u0131, do\u011frulu\u011fu ve piyasa ko\u015fullar\u0131n\u0131 temsil yetene\u011fi kan\u0131tlanmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h3>Algoritmik Karar Alma S\u00fcre\u00e7leri<\/h3>\n<p>Otomatik kararlar\u0131n piyasa istikrar\u0131n\u0131 bozmamas\u0131 i\u00e7in mant\u0131ksal s\u0131n\u0131rlar \u00e7izilmelidir.<\/p>\n<ul>\n<li><strong>S\u0131n\u0131r De\u011fer Kontrolleri:<\/strong> AI modelinin verebilece\u011fi maksimum emir b\u00fcy\u00fckl\u00fc\u011f\u00fc ve i\u015flem s\u0131kl\u0131\u011f\u0131 i\u00e7in kod tabanl\u0131 sert s\u0131n\u0131rlar (Hard Limits) belirlenmelidir.<\/li>\n<li><strong>\u0130nsan M\u00fcdahalesi (Human-in-the-loop):<\/strong> Kritik piyasa olaylar\u0131nda veya a\u015f\u0131r\u0131 volatilite durumlar\u0131nda AI&#8217;n\u0131n devre d\u0131\u015f\u0131 b\u0131rak\u0131l\u0131p insan karar\u0131n\u0131n devreye girece\u011fi senaryolar tan\u0131mlanmal\u0131d\u0131r.<\/li>\n<li><strong>Senaryo Analizi:<\/strong> Modelin &#8220;Flash Crash&#8221; gibi ekstrem piyasa ko\u015fullar\u0131nda nas\u0131l tepki verece\u011fi sim\u00fclasyonlarla \u00f6nceden belirlenmelidir.<\/li>\n<\/ul>\n<h2>Risk Y\u00f6netimi ve Devre Kesici Mekanizmalar<\/h2>\n<p>2026 d\u00fczenlemeleri, algoritmik ticaretin neden olabilece\u011fi zincirleme reaksiyonlar\u0131 \u00f6nlemek i\u00e7in \u00e7ok katmanl\u0131 bir risk y\u00f6netimi yakla\u015f\u0131m\u0131n\u0131 zorunlu k\u0131lmaktad\u0131r. Bu sistemler, hatal\u0131 bir algoritman\u0131n t\u00fcm piyasay\u0131 etkilemesini engellemek i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\n<ul>\n<li><strong>Emir \u00d6ncesi Kontroller (Pre-trade Controls):<\/strong> Emirler borsaya iletilmeden \u00f6nce fiyat, hacim ve de\u011fer baz\u0131nda otomatik filtrelerden ge\u00e7irilmelidir.<\/li>\n<li><strong>\u015ei\u015fman Parmak (Fat Finger) Korumas\u0131:<\/strong> Hatal\u0131 veri giri\u015fi veya kodlama hatas\u0131 nedeniyle olu\u015fabilecek anormal b\u00fcy\u00fckl\u00fckteki emirlerin engellenmesi i\u00e7in dinamik limitler uygulanmal\u0131d\u0131r.<\/li>\n<li><strong>Maksimum Pozisyon Limitleri:<\/strong> Firman\u0131n sermaye yeterlili\u011fini a\u015facak pozisyonlar\u0131n a\u00e7\u0131lmas\u0131n\u0131 engelleyen ger\u00e7ek zamanl\u0131 sermaye kontrolleri aktif olmal\u0131d\u0131r.<\/li>\n<li><strong>Tekrarlayan Emir Kontrol\u00fc:<\/strong> Algoritman\u0131n sonsuz d\u00f6ng\u00fcye girerek ayn\u0131 emri binlerce kez g\u00f6ndermesini engelleyen frekans s\u0131n\u0131rlay\u0131c\u0131lar bulunmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h3>Acil Durum Protokolleri<\/h3>\n<p>Sistem ar\u0131zalar\u0131nda uygulanacak prosed\u00fcrler netle\u015ftirilmelidir.<\/p>\n<ul>\n<li><strong>Ba\u011f\u0131ms\u0131z Devre Kesiciler:<\/strong> Ticaret masas\u0131ndan ba\u011f\u0131ms\u0131z risk y\u00f6neticilerinin kontrol\u00fcnde olan ve t\u00fcm emir ak\u0131\u015f\u0131n\u0131 an\u0131nda kesebilen acil durum butonlar\u0131 bulunmal\u0131d\u0131r.<\/li>\n<li><strong>\u0130ptal Emirleri (Cancel-on-Disconnect):<\/strong> Ba\u011flant\u0131 kopmas\u0131 durumunda a\u00e7\u0131kta kalan t\u00fcm emirlerin borsadan otomatik olarak silinmesi sa\u011flanmal\u0131d\u0131r.<\/li>\n<li><strong>Yedekleme Sistemleri:<\/strong> Ana sunucularda olu\u015facak donan\u0131m veya yaz\u0131l\u0131m hatalar\u0131na kar\u015f\u0131 co\u011frafi olarak yedeklenmi\u015f felaket kurtarma merkezleri haz\u0131r tutulmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h2>Piyasa \u0130stismar\u0131n\u0131 \u00d6nleme ve Tespit Sistemleri<\/h2>\n<p>ESMA, algoritmalar\u0131n piyasa manip\u00fclasyonu amac\u0131yla kullan\u0131lmas\u0131n\u0131 \u00f6nlemek i\u00e7in firmalar\u0131n kendi i\u00e7 denetim mekanizmalar\u0131n\u0131 (Surveillance Systems) g\u00fc\u00e7lendirmesini talep etmektedir. \u00d6zellikle &#8220;Spoofing&#8221; ve &#8220;Layering&#8221; gibi manip\u00fclatif stratejilerin tespiti \u00f6nceliklidir.<\/p>\n<ul>\n<li><strong>\u00c7apraz Piyasa G\u00f6zetimi:<\/strong> Algoritman\u0131n spot piyasada yapt\u0131\u011f\u0131 i\u015flemlerin t\u00fcrev piyasalardaki (vadeli i\u015flemler, opsiyonlar) etkileri b\u00fct\u00fcnc\u00fcl olarak izlenmelidir.<\/li>\n<li><strong>Emir-\u0130\u015flem Oran\u0131 (OTR) Takibi:<\/strong> Borsalara g\u00f6nderilen ancak ger\u00e7ekle\u015fmeden iptal edilen emirlerin oran\u0131n\u0131n belirlenen yasal s\u0131n\u0131rlar\u0131 a\u015f\u0131p a\u015fmad\u0131\u011f\u0131 anl\u0131k olarak kontrol edilmelidir.<\/li>\n<li><strong>Anomali Tespiti:<\/strong> Piyasa derinli\u011fini yan\u0131ltmaya y\u00f6nelik sahte emirlerin tespiti i\u00e7in geli\u015fmi\u015f \u00f6r\u00fcnt\u00fc tan\u0131ma (Pattern Recognition) yaz\u0131l\u0131mlar\u0131 kullan\u0131lmal\u0131d\u0131r.<\/li>\n<li><strong>\u015e\u00fcpheli \u0130\u015flem Raporlama (STOR):<\/strong> Otomatik sistemler taraf\u0131ndan tespit edilen \u015f\u00fcpheli aktiviteler, gecikmeksizin ilgili d\u00fczenleyici kuruma (NCA) raporlanmal\u0131d\u0131r.<\/li>\n<\/ul>\n<h2>Veri Kalitesi ve Girdi Do\u011frulama S\u00fcre\u00e7leri<\/h2>\n<p>Algoritmalar\u0131n ba\u015far\u0131s\u0131 ve g\u00fcvenli\u011fi, i\u015fledikleri verinin kalitesine do\u011frudan ba\u011fl\u0131d\u0131r. Yeni rehber, &#8220;\u00c7\u00f6p Giren \u00c7\u00f6p \u00c7\u0131kar&#8221; (Garbage In, Garbage Out) sorununu \u00f6nlemek i\u00e7in veri y\u00f6netiminde s\u0131k\u0131 standartlar getirmektedir.<\/p>\n<ul>\n<li><strong>Veri Kayna\u011f\u0131 Do\u011frulamas\u0131:<\/strong> Algoritmalar\u0131n beslendi\u011fi piyasa verilerinin (Market Data) lisansl\u0131 ve g\u00fcvenilir kaynaklardan al\u0131nd\u0131\u011f\u0131 teyit edilmelidir.<\/li>\n<li><strong>Gecikme (Latency) Y\u00f6netimi:<\/strong> Veri ak\u0131\u015f\u0131nda ya\u015fanabilecek gecikmelerin algoritma kararlar\u0131n\u0131 nas\u0131l etkiledi\u011fi \u00f6l\u00e7\u00fclmeli ve eski veriye dayal\u0131 i\u015flem yap\u0131lmas\u0131 engellenmelidir.<\/li>\n<li><strong>Hatal\u0131 Veri Filtreleme:<\/strong> Borsa veri ak\u0131\u015f\u0131ndaki ani fiyat s\u0131\u00e7ramalar\u0131 (Spikes) veya eksik paketler gibi teknik hatalar\u0131 tespit edip filtreleyen ara katman yaz\u0131l\u0131mlar\u0131 kullan\u0131lmal\u0131d\u0131r.<\/li>\n<li><strong>Zaman Senkronizasyonu:<\/strong> T\u00fcm sunucular\u0131n ve veri kay\u0131tlar\u0131n\u0131n mikrosaniye hassasiyetinde senkronize edilmesi (PTP &#8211; Precision Time Protocol) zorunludur.<\/li>\n<\/ul>\n<h2>Test Ortamlar\u0131 ve Canl\u0131ya Ge\u00e7i\u015f Protokolleri<\/h2>\n<p>Bir algoritman\u0131n geli\u015ftirme ortam\u0131ndan canl\u0131 piyasaya ge\u00e7i\u015f s\u00fcreci, en kritik risk noktalar\u0131ndan biridir. ESMA, bu s\u00fcrecin aceleye getirilmemesi ve \u00e7ok a\u015famal\u0131 testlerden ge\u00e7mesi gerekti\u011fini belirtmektedir.<\/p>\n<ul>\n<li><strong>Ayr\u0131\u015ft\u0131r\u0131lm\u0131\u015f Test Ortamlar\u0131:<\/strong> Geli\u015ftirme, test (UAT) ve canl\u0131 (Production) ortamlar\u0131 fiziksel ve mant\u0131ksal olarak birbirinden tamamen izole edilmelidir.<\/li>\n<li><strong>Geriye D\u00f6n\u00fck Test (Backtesting):<\/strong> Algoritmalar, en az son 3 y\u0131l\u0131 kapsayan ve farkl\u0131 piyasa ko\u015fullar\u0131n\u0131 (bo\u011fa, ay\u0131, yatay) i\u00e7eren tarihsel verilerle test edilmelidir.<\/li>\n<li><strong>Stres Testleri:<\/strong> Algoritman\u0131n a\u015f\u0131r\u0131 volatilite, d\u00fc\u015f\u00fck likidite veya piyasa \u015foklar\u0131 s\u0131ras\u0131nda nas\u0131l davrand\u0131\u011f\u0131 sentetik verilerle sim\u00fcle edilmelidir.<\/li>\n<li><strong>Kademeli Da\u011f\u0131t\u0131m (Phased Rollout):<\/strong> Yeni algoritmalar \u00f6nce k\u00fc\u00e7\u00fck sermaye ve k\u0131s\u0131tl\u0131 enstr\u00fcmanlarla devreye al\u0131nmal\u0131, performans do\u011fruland\u0131k\u00e7a \u00f6l\u00e7ek b\u00fcy\u00fct\u00fclmelidir.<\/li>\n<\/ul>\n<h2>\u00dc\u00e7\u00fcnc\u00fc Taraf Sa\u011flay\u0131c\u0131lar ve D\u0131\u015f Kaynak Kullan\u0131m\u0131<\/h2>\n<p>Yat\u0131r\u0131m firmalar\u0131n\u0131n algoritmik ticaret i\u00e7in d\u0131\u015far\u0131dan yaz\u0131l\u0131m veya altyap\u0131 hizmeti almas\u0131, sorumlulu\u011fu devretmeleri anlam\u0131na gelmemektedir. ESMA, tedarik\u00e7i riskinin y\u00f6netilmesini \u015fart ko\u015fmaktad\u0131r.<\/p>\n<ul>\n<li><strong>Tedarik\u00e7i Denetimi (Due Diligence):<\/strong> Hizmet al\u0131nan teknoloji firmas\u0131n\u0131n mali yap\u0131s\u0131, teknik yetkinli\u011fi ve ge\u00e7mi\u015f performans\u0131 detayl\u0131ca incelenmelidir.<\/li>\n<li><strong>Kaynak Kod Eri\u015fimi veya Emanet (Escrow):<\/strong> Kritik yaz\u0131l\u0131mlar i\u00e7in kaynak kodun bir kopyas\u0131n\u0131n ba\u011f\u0131ms\u0131z bir emanet\u00e7ide tutulmas\u0131 veya denetim hakk\u0131n\u0131n s\u00f6zle\u015fmeye eklenmesi gerekir.<\/li>\n<li><strong>Hizmet Seviyesi Anla\u015fmalar\u0131 (SLA):<\/strong> Kesinti s\u00fcreleri, destek yan\u0131t h\u0131zlar\u0131 ve veri gizlili\u011fi konular\u0131nda ba\u011flay\u0131c\u0131 ve cezai \u015fartlar i\u00e7eren SLA&#8217;ler imzalanmal\u0131d\u0131r.<\/li>\n<li><strong>\u0130\u015f S\u00fcreklili\u011fi Plan\u0131:<\/strong> Tedarik\u00e7inin hizmet veremez hale gelmesi durumunda alternatif planlar\u0131n ve ge\u00e7i\u015f stratejilerinin haz\u0131r olmas\u0131 zorunludur.<\/li>\n<\/ul>\n<h3>S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h3>\n<details>\n<summary><strong>ESMA&#8217;n\u0131n yeni kurallar\u0131 bireysel yat\u0131r\u0131mc\u0131lar\u0131 etkiliyor mu?<\/strong><\/summary>\n<p>Do\u011frudan etkilemez ancak arac\u0131 kurumlar\u0131n risk kontrollerini s\u0131k\u0131la\u015ft\u0131rmas\u0131, bireysel yat\u0131r\u0131mc\u0131lar\u0131n emir iletim h\u0131z\u0131n\u0131 veya kald\u0131ra\u00e7 oranlar\u0131n\u0131 dolayl\u0131 olarak etkileyebilir.<br \/>\n<\/details>\n<details>\n<summary><strong>Yapay zeka (AI) kullan\u0131m\u0131 tamamen yasaklan\u0131yor mu?<\/strong><\/summary>\n<p>Hay\u0131r, yasaklanm\u0131yor; aksine \u015feffafl\u0131k ve a\u00e7\u0131klanabilirlik \u015fartlar\u0131yla daha g\u00fcvenli bir \u00e7er\u00e7eveye oturtuluyor.<br \/>\n<\/details>\n<details>\n<summary><strong>Algoritma testleri ne kadar s\u00fcrmelidir?<\/strong><\/summary>\n<p>Belirli bir s\u00fcre \u015fart\u0131 olmamakla birlikte, algoritman\u0131n karma\u015f\u0131kl\u0131\u011f\u0131na g\u00f6re t\u00fcm piyasa senaryolar\u0131n\u0131 kapsayacak yeterlilikte ve derinlikte olmas\u0131 gerekmektedir.<br \/>\n<\/details>\n<details>\n<summary><strong>Kill Switch (Acil Durdurma) kim taraf\u0131ndan kullan\u0131labilir?<\/strong><\/summary>\n<p>Ticaret masas\u0131ndan ba\u011f\u0131ms\u0131z olan risk y\u00f6neticileri veya uyum g\u00f6revlileri bu yetkiye sahip olmal\u0131d\u0131r.<br \/>\n<\/details>\n<details>\n<summary><strong>Bu d\u00fczenlemelere uymayan firmalara ne t\u00fcr cezalar verilir?<\/strong><\/summary>\n<p>Lisans iptali, y\u00fcksek idari para cezalar\u0131 ve y\u00f6netim kurulu \u00fcyelerine y\u00f6nelik faaliyet yasaklar\u0131 uygulanabilir.<br \/>\n<\/details>\n<\/p>\n<p style=\"background:#000;color:#fff;padding:8px 15px;border-radius:4px 4px 0 0;margin-top:30px;margin-bottom:0;font-weight:bold;text-align:center\">\ud83d\udcfa Video Analiz: ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart<\/p>\n<p><iframe title=\"MEO PRO: HTF ve Scalp i\u00e7in G\u00fcncellenmi\u015f Kripto Ticaret \u0130ndikat\u00f6rleri #bitcoin #trading #kripto #btc\" width=\"525\" height=\"295\" src=\"https:\/\/www.youtube.com\/embed\/59phhczQiVg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; 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Bu d\u00fczenlemeler, \u015feffaf, a\u00e7\u0131klanabilir ve riski y\u00f6netilebilir bir ticaret ortam\u0131 olu\u015fturarak yat\u0131r\u0131mc\u0131 g\u00fcvenini art\u0131rmay\u0131 ama\u00e7l\u0131yor.<\/span>\n            <\/p><\/blockquote>\n<p style=\"margin-top:50px;font-size:10px;color:#ccc;text-align:center;border-top:1px solid #f9f9f9;padding-top:10px\">\n                AI-Powered Analysis by MeoMan Bot\n            <\/p>\n","protected":false},"excerpt":{"rendered":"<p>ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart Avrupa Menkul K\u0131ymetler ve Piyasalar Otoritesi (ESMA), 2026 y\u0131l\u0131 itibar\u0131yla piyasa b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc korumak ve teknolojik riskleri minimize etmek amac\u0131yla algoritmik ticaret sistemlerine y\u00f6nelik g\u00fcncellenmi\u015f y\u00f6nergelerini duyurdu. Bu d\u00fczenlemeler, yat\u0131r\u0131m firmalar\u0131n\u0131n kulland\u0131\u011f\u0131 yapay zeka destekli al\u0131m sat\u0131m stratejilerinin denetlenebilirli\u011fini ve g\u00fcvenli\u011fini en \u00fcst d\u00fczeye [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[100],"tags":[],"class_list":["post-5152","post","type-post","status-publish","format-standard","hentry","category-haberler"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart - MEO PRO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.bymeoman.com\/pro\/esmanin-algoritmik-ticaret-ve-yapay-zeka-gozetimi-icin-belirledigi-5-temel-standart\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart - MEO PRO\" \/>\n<meta property=\"og:description\" content=\"ESMA&#039;n\u0131n Algoritmik Ticaret ve Yapay Zeka G\u00f6zetimi \u0130\u00e7in Belirledi\u011fi 5 Temel Standart Avrupa Menkul K\u0131ymetler ve Piyasalar Otoritesi (ESMA), 2026 y\u0131l\u0131 itibar\u0131yla piyasa b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc korumak ve teknolojik riskleri minimize etmek amac\u0131yla algoritmik ticaret sistemlerine y\u00f6nelik g\u00fcncellenmi\u015f y\u00f6nergelerini duyurdu. 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