{"id":4436,"date":"2026-03-17T21:35:07","date_gmt":"2026-03-17T21:35:07","guid":{"rendered":"https:\/\/deniztuncalp.com\/?p=4436"},"modified":"2026-03-25T13:26:10","modified_gmt":"2026-03-25T13:26:10","slug":"yapay-zekanin-topladigi-prompt-degil-profilleme","status":"publish","type":"post","link":"https:\/\/deniztuncalp.com\/?p=4436&lang=tr","title":{"rendered":"Yapay Zekan\u0131n Toplad\u0131\u011f\u0131 Profilleme"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Pok\u00e9mon GO ilk \u00e7\u0131kt\u0131\u011f\u0131nda \u00e7o\u011fu insan onu e\u011flenceli bir mobil oyun olarak g\u00f6rd\u00fc. Ekranda Pikachu yakal\u0131yor, sokakta biraz daha fazla y\u00fcr\u00fcyorduk. Me\u011fer teslimat robotlar\u0131 i\u00e7in sokak g\u00f6rseli topluyormu\u015fuz. Oyunun \u00fcreticisi Niantic bug\u00fcn gizlilik politikas\u0131nda konum, cihaz tan\u0131mlay\u0131c\u0131lar\u0131, kullan\u0131m verisi ve baz\u0131 durumlarda g\u00f6rsel veri toplad\u0131\u011f\u0131n\u0131 a\u00e7\u0131k\u00e7a s\u00f6yl\u00fcyor. \u015eirket ayr\u0131ca 2024\u2019te d\u00fcnya genelinde 10 milyon taranm\u0131\u015f konuma ula\u015ft\u0131\u011f\u0131n\u0131 ve bu taramalar\u0131n mek\u00e2nsal haritalama sisteminin temel girdilerinden biri oldu\u011funu a\u00e7\u0131klad\u0131. Yani milyonlarca insan bir oyun oynarken, ayn\u0131 anda ger\u00e7ek d\u00fcnyan\u0131n makine taraf\u0131ndan okunabilir katman\u0131n\u0131 da beslemi\u015f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_1200w-1024x683.webp\" alt=\"\" class=\"wp-image-4437\" srcset=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_1200w-1024x683.webp 1024w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_1200w-300x200.webp 300w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_1200w-768x512.webp 768w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_1200w.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Bug\u00fcn GenAI ara\u00e7lar\u0131 da ak\u0131ll\u0131 bir sohbet ve bilgi kayna\u011f\u0131 olarak g\u00f6r\u00fcn\u00fcyor. Oysa bu sistemler y\u00fckledi\u011finiz belgeleri g\u00f6r\u00fcyor, dosyalar\u0131 i\u015fliyor, baz\u0131 \u00fcr\u00fcnlerde taray\u0131c\u0131 ba\u011flam\u0131na giriyor, baz\u0131lar\u0131nda takvim, e-posta, toplant\u0131 ve kurumsal i\u00e7erikle \u00e7al\u0131\u015f\u0131yor, bilgisayar\u0131n\u0131z\u0131n dizinlerini d\u00fczenliyor. Art\u0131k bu sistemler giderek daha ayr\u0131nt\u0131l\u0131 bir davran\u0131\u015fsal ve ba\u011flamsal profil \u00e7\u0131karma kapasitesi kazan\u0131yor. Bilgisayarlar taraf\u0131ndan manip\u00fcle edilmeye haz\u0131r m\u0131s\u0131n\u0131z?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sorun kulland\u0131\u011f\u0131n\u0131z ara\u00e7ta model e\u011fitimi izininin a\u00e7\u0131k olmas\u0131yla s\u0131n\u0131rl\u0131 de\u011fil. Bir verinin temel model e\u011fitimine gitmemesi, o verinin etkisiz ya da risksiz oldu\u011fu anlam\u0131na gelmiyor. Veri saklanabilir, loglanabilir, insan incelemesine a\u00e7\u0131labilir, \u00fcr\u00fcn iyile\u015ftirmede kullan\u0131labilir ve profillemeye elveri\u015fli hale gelebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu sistemler hakk\u0131n\u0131zda nas\u0131l bir temsil \u00fcretiyor? Hangi d\u00fc\u015f\u00fcnme al\u0131\u015fkanl\u0131\u011f\u0131n\u0131z\u0131, hangi karar d\u00fczeninizi, hangi zaaf\u0131n\u0131z\u0131, hangi \u00f6nceli\u011finizi sizden daha d\u00fczenli bi\u00e7imde kayda ge\u00e7iriyor? Bu, klasik mahremiyet tart\u0131\u015fmas\u0131n\u0131n \u00f6tesinde, Cambridge Analytica skandal\u0131n\u0131 an\u0131msatan bir davran\u0131\u015f\u0131n ar\u015fivlenmesi sorunu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Resmi metinlerde OpenAI, i\u015f kullan\u0131c\u0131lar\u0131n\u0131n verilerinin varsay\u0131lan olarak e\u011fitim i\u00e7in kullan\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor. Microsoft 365 Copilot da prompt ve yan\u0131tlar\u0131n temel modelleri e\u011fitmek i\u00e7in kullan\u0131lmad\u0131\u011f\u0131n\u0131 belirtiyor. Google Gemini Apps Activity i\u00e7in 18 ayl\u0131k varsay\u0131lan saklama rejimi ve baz\u0131 ko\u015fullarda insan incelemesi sa\u011fl\u0131yor. Kurumsal AI m\u00fc\u015fterisi daha g\u00fc\u00e7l\u00fc korumalar g\u00f6r\u00fcrken bireysel kullan\u0131c\u0131 daha gev\u015fek ve daha vah\u015fi bir veri piyasas\u0131nda ya\u015f\u0131yor. Dijital e\u015fitsizli\u011fin t\u00fcketiciden ba\u015fl\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Muhtemelen Pokemon gibi on y\u0131la varmadan hayat\u0131m\u0131z\u0131n ak\u0131\u015f\u0131n\u0131 hangi sistemlere a\u00e7t\u0131\u011f\u0131m\u0131z\u0131n sonu\u00e7lar\u0131n\u0131 ya\u015famaya ba\u015flayaca\u011f\u0131z. Bu y\u00fczden veri siyasetini konu\u015fmak zorunday\u0131z. Varsay\u0131lan ayarlar\u0131n getirdi\u011fi ko\u015fullar a\u00e7\u0131k ve anla\u015f\u0131l\u0131r olmal\u0131. Model e\u011fitimi, veri saklama ve ba\u011flamsal izleme reg\u00fclasyon ile netle\u015ftirilmeli. Kullan\u0131c\u0131ya ger\u00e7ek bir ret hakk\u0131 tan\u0131nmal\u0131. Aksi halde yapay zeka bize yard\u0131m eden bir ara\u00e7 olmaktan \u00e7\u0131k\u0131p bizi s\u00fcrekli \u00e7\u00f6z\u00fcmleyen ve istedi\u011fi gibi manip\u00fcle edebilecek bir yap\u0131ya d\u00f6n\u00fc\u015fecek. \u015eimdiden manip\u00fcle etmeye ba\u015flamad\u0131ysa elbette.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pok\u00e9mon GO ilk \u00e7\u0131kt\u0131\u011f\u0131nda \u00e7o\u011fu insan onu e\u011flenceli bir mobil oyun olarak g\u00f6rd\u00fc. Ekranda Pikachu yakal\u0131yor, sokakta biraz daha fazla y\u00fcr\u00fcyorduk. Me\u011fer teslimat robotlar\u0131 i\u00e7in sokak g\u00f6rseli topluyormu\u015fuz. Oyunun \u00fcreticisi Niantic bug\u00fcn gizlilik politikas\u0131nda konum, cihaz tan\u0131mlay\u0131c\u0131lar\u0131, kullan\u0131m verisi ve baz\u0131 durumlarda g\u00f6rsel veri toplad\u0131\u011f\u0131n\u0131 a\u00e7\u0131k\u00e7a s\u00f6yl\u00fcyor. \u015eirket ayr\u0131ca 2024\u2019te d\u00fcnya genelinde 10 milyon taranm\u0131\u015f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4438,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,45,31],"tags":[],"class_list":["post-4436","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pol-tr","category-tekno","category-yz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zekan\u0131n Toplad\u0131\u011f\u0131 Profilleme - DenizTuncalp.com<\/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:\/\/deniztuncalp.com\/?p=4436&lang=tr\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zekan\u0131n Toplad\u0131\u011f\u0131 Profilleme - DenizTuncalp.com\" \/>\n<meta property=\"og:description\" content=\"Pok\u00e9mon GO ilk \u00e7\u0131kt\u0131\u011f\u0131nda \u00e7o\u011fu insan onu e\u011flenceli bir mobil oyun olarak g\u00f6rd\u00fc. Ekranda Pikachu yakal\u0131yor, sokakta biraz daha fazla y\u00fcr\u00fcyorduk. Me\u011fer teslimat robotlar\u0131 i\u00e7in sokak g\u00f6rseli topluyormu\u015fuz. Oyunun \u00fcreticisi Niantic bug\u00fcn gizlilik politikas\u0131nda konum, cihaz tan\u0131mlay\u0131c\u0131lar\u0131, kullan\u0131m verisi ve baz\u0131 durumlarda g\u00f6rsel veri toplad\u0131\u011f\u0131n\u0131 a\u00e7\u0131k\u00e7a s\u00f6yl\u00fcyor. \u015eirket ayr\u0131ca 2024\u2019te d\u00fcnya genelinde 10 milyon taranm\u0131\u015f [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/deniztuncalp.com\/?p=4436&amp;lang=tr\" \/>\n<meta property=\"og:site_name\" content=\"DenizTuncalp.com\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-17T21:35:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-25T13:26:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/genai_web_optimized_sq.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/#\\\/schema\\\/person\\\/a56d7465e4d1b2e960c528a700aa5e35\"},\"headline\":\"Yapay Zekan\u0131n Toplad\u0131\u011f\u0131 Profilleme\",\"datePublished\":\"2026-03-17T21:35:07+00:00\",\"dateModified\":\"2026-03-25T13:26:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr\"},\"wordCount\":542,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/deniztuncalp.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/genai_web_optimized_sq.webp\",\"articleSection\":[\"Politika\",\"Teknoloji\",\"Yapay Zeka\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr\",\"url\":\"https:\\\/\\\/deniztuncalp.com\\\/?p=4436&lang=tr\",\"name\":\"Yapay Zekan\u0131n Toplad\u0131\u011f\u0131 Profilleme - 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