{"id":7229,"date":"2026-09-12T17:12:27","date_gmt":"2026-09-12T17:12:27","guid":{"rendered":"https:\/\/aix.web.tr\/yapay-zeka-aslinda-nasil-dusunuyor-gorunmeyen-zekanin-temelleri\/"},"modified":"2026-09-12T17:12:27","modified_gmt":"2026-09-12T17:12:27","slug":"yapay-zeka-aslinda-nasil-dusunuyor-gorunmeyen-zekanin-temelleri","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-aslinda-nasil-dusunuyor-gorunmeyen-zekanin-temelleri\/","title":{"rendered":"Yapay Zeka Asl\u0131nda Nas\u0131l D\u00fc\u015f\u00fcn\u00fcyor? G\u00f6r\u00fcnmeyen Zekan\u0131n Temelleri"},"content":{"rendered":"<style>.elementor-7010 .elementor-element.elementor-element-6a0c6bf:not(.elementor-motion-effects-element-type-background), .elementor-7010 .elementor-element.elementor-element-6a0c6bf > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:#ffffff;}.elementor-7010 .elementor-element.elementor-element-6a0c6bf > .elementor-container{max-width:1170px;min-height:100px;}.elementor-7010 .elementor-element.elementor-element-6a0c6bf{border-style:solid;border-width:0px 0px 1px 0px;border-color:#eeeeee;transition:background 0.3s, border 0.3s, border-radius 0.3s, box-shadow 0.3s;margin-top:0px;margin-bottom:0px;}.elementor-7010 .elementor-element.elementor-element-6a0c6bf > .elementor-background-overlay{transition:background 0.3s, border-radius 0.3s, opacity 0.3s;}.elementor-bc-flex-widget .elementor-7010 .elementor-element.elementor-element-0f33f4b.elementor-column 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d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/> <\/svg> <\/div>\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e8a5825\" data-id=\"e8a5825\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-913dd15 elementor-widget elementor-widget-heading\" data-id=\"913dd15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-widget-container\">\n<h1 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Asl\u0131nda Nas\u0131l D\u00fc\u015f\u00fcn\u00fcyor? G\u00f6r\u00fcnmeyen Zekan\u0131n Temelleri<\/h1>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n<style>.elementor-7010 .elementor-element-d2be7d5{background-image:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%) !important;background-color:#1a0b2e !important;}<\/style>\n<style>.aixdc-post-body{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}.aixdc-post-body h1,.aixdc-post-body h2,.aixdc-post-body h3{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;font-weight:400 !important;color:#F5F5F7 !important;}.aixdc-post-body p,.aixdc-post-body li{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;color:#A3A1B5;}.aixdc-post-body a{color:#FF9142;}.aixdc-post-body ul,.aixdc-post-body ol{color:#A3A1B5;font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}<\/style>\n<div class=\"aixdc-post-body\">\n<div class=\"aixdc-ai-badge\" style=\"display:flex;align-items:center;gap:10px;margin:0 0 28px;padding:10px 16px;background:rgba(255,145,66,0.08);border:1px solid rgba(255,145,66,0.25);border-radius:8px;font-family:Roboto,sans-serif;font-size:13px;line-height:1.4;color:#A3A1B5;\"><span style=\"flex:0 0 auto;display:inline-flex;align-items:center;justify-content:center;width:22px;height:22px;border-radius:50%;background:#FF9142;color:#0a0a12;font-weight:700;font-size:11px;\">AI<\/span><span>Bu icerik yapay zeka tarafindan otomatik olarak arastirilip yazilmis ve yayinlanmistir.<\/span><\/div>\n<p>G\u00fcn\u00fcm\u00fczde ak\u0131ll\u0131 telefonlar\u0131m\u0131zdan navigasyon uygulamalar\u0131na, sosyal medyadaki \u00f6neri algoritmalar\u0131ndan evimizdeki sesli asistanlara kadar hayat\u0131m\u0131z\u0131n her alan\u0131nda yapay zeka ile i\u00e7 i\u00e7e ya\u015f\u0131yoruz. Peki, bilim kurgu filmlerinden f\u0131rlam\u0131\u015f gibi duran bu teknoloji, kaputun alt\u0131nda ger\u00e7ekten nas\u0131l \u00e7al\u0131\u015f\u0131yor? \u00c7o\u011fumuz yapay zekay\u0131 sihirli bir kutu gibi g\u00f6r\u00fcyoruz; ona bir soru soruyoruz ve o bize insan gibi cevap veriyor. Ancak bu s\u00fcre\u00e7, ard\u0131nda yatan muazzam bir veri i\u015fleme ve istatistik matemati\u011fiyle ger\u00e7ekle\u015fiyor. Bu yaz\u0131da, teknik terimlerin ve karma\u015f\u0131k kodlar\u0131n aras\u0131nda kaybolmadan, yapay zekan\u0131n d\u00fcnyas\u0131na merdiven dayayacak ve makinelerin arkas\u0131ndaki bu gizemli d\u00fc\u015f\u00fcnme s\u00fcrecini birlikte ke\u015ffedece\u011fiz.<\/p>\n<figure class=\"aixdc-cover-image\" style=\"margin:24px 0;\"><img loading=\"lazy\" width=\"843\" height=\"674\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-1024x819.jpg\" class=\"attachment-large size-large\" alt=\"Artificial Neural Network with Chip.jpg\" style=\"max-width:100%;height:auto;display:block;margin:0 auto;\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-1024x819.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-300x240.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-768x614.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-1536x1229.jpg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4-15x12.jpg 15w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Artificial-Neural-Network-with-Chip-4.jpg-4.jpg 1920w\" sizes=\"auto, (max-width: 843px) 100vw, 843px\" title=\"\"><figcaption style=\"text-align:center;font-size:0.85em;opacity:0.75;margin-top:8px;\"><em>Artificial Neural Network with Chip.jpg \u2014 mikemacmarketing \/ photo on flickr, CC BY 2.0 (Wikimedia Commons)<\/em><\/figcaption><\/figure>\n<h2>Makineler Nas\u0131l \u00d6\u011frenir? \u00c7ocuklar Gibi Deneme Yan\u0131lma<\/h2>\n<p>Yapay zekan\u0131n tam anlam\u0131yla nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak i\u00e7in en g\u00fczel benzetme, insan bebeklerinin d\u00fcnyay\u0131 \u00f6\u011frenme bi\u00e7imidir. Bir bebe\u011fe kedi ile k\u00f6pe\u011fi ilk ba\u015fta ay\u0131rt etmesi i\u00e7in karma\u015f\u0131k kurallar vermezsiniz. Ona y\u00fczlerce kedi ve k\u00f6pek resmi g\u00f6sterirsiniz. Bebek zamanla kulaklar\u0131n \u015feklinden, t\u00fcylerin yap\u0131s\u0131ndan yola \u00e7\u0131karak bir \u00f6r\u00fcnt\u00fc yakalar ve sonunda g\u00f6rd\u00fc\u011f\u00fc bir hayvan\u0131n kedi mi k\u00f6pek mi oldu\u011funu kendi kendine tahmin etmeye ba\u015flar.<\/p>\n<p>\u0130\u015fte yapay zekan\u0131n <strong>Makine \u00d6\u011frenmesi<\/strong> dedi\u011fimiz alt dal\u0131 da tam olarak b\u00f6yle \u00e7al\u0131\u015f\u0131r. Bilgisayarlara do\u011frudan &#8220;\u015funu yap, bunu yapma&#8221; diye kesin kurallar dikte etmek yerine, onlara devasa miktarda veri ve do\u011fru \u00f6rnekler sunar\u0131z. \u00d6rne\u011fin, bir yapay zekaya hava durumu tahmin etmeyi \u00f6\u011fretecekseniz, ona son elli y\u0131l\u0131n meteorolojik verilerini y\u00fcklersiniz. Algoritma, ge\u00e7mi\u015fteki bulut hareketleri ile ya\u011fmur aras\u0131ndaki ba\u011f\u0131 kurar. Milyonlarca kez deneme yan\u0131lma yaparak hangi ko\u015fulun ya\u011fmura yol a\u00e7t\u0131\u011f\u0131n\u0131 kendi mant\u0131\u011f\u0131yla (yani olas\u0131l\u0131k hesaplar\u0131yla) \u00e7\u00f6zer.<\/p>\n<p>Buradaki en kritik nokta, yapay zekan\u0131n bizim anlad\u0131\u011f\u0131m\u0131z anlamda bir <em>&#8220;bilince&#8221;<\/em> veya <em>&#8220;fark\u0131ndal\u0131\u011fa&#8221;<\/em> sahip olmamas\u0131d\u0131r. O, kelimeleri, say\u0131lar\u0131 veya renkleri birer anlam y\u00fckleyerek de\u011fil, matematiksel ili\u015fkiler a\u011f\u0131 i\u00e7inde bir araya getirir. Bir yapay zeka size &#8220;G\u00fcn\u00fcn nas\u0131l ge\u00e7iyor?&#8221; diye sordu\u011funda, asl\u0131nda ger\u00e7ekten merak etti\u011fi i\u00e7in de\u011fil, ge\u00e7mi\u015fteki milyarlarca insan diyalo\u011funu analiz ederek bu durumda kurulmas\u0131 en muhtemel c\u00fcmlenin ne oldu\u011funu saniyenin \u00e7ok k\u00fc\u00e7\u00fck bir kesirinde hesaplad\u0131\u011f\u0131 i\u00e7in bunu yapar.<\/p>\n<h2>Verinin G\u00fcc\u00fc ve G\u00f6r\u00fcnmeyen Kahramanlar: B\u00fcy\u00fck Dil Modelleri<\/h2>\n<p>Bug\u00fcn hayat\u0131m\u0131z\u0131 kas\u0131p kavuran ChatGPT veya benzeri sohbet botlar\u0131, asl\u0131nda kelime tahmin oyununun ustalar\u0131d\u0131r. Bu sistemlere <strong>B\u00fcy\u00fck Dil Modelleri<\/strong> diyoruz. Bu modellerin \u00e7al\u0131\u015fma mant\u0131\u011f\u0131n\u0131 anlamak i\u00e7in ak\u0131ll\u0131 telefonumuzdaki klavyenin kelime tamamlama \u00f6zelli\u011fini d\u00fc\u015f\u00fcnebilirsiniz. Klavyeniz, yazd\u0131\u011f\u0131n\u0131z ilk kelimeden sonra en \u00e7ok hangi kelimeyi kullanaca\u011f\u0131n\u0131z\u0131 tahmin eder. Yapay zeka da bunun milyarlarca kat geli\u015fmi\u015f halidir.<\/p>\n<p>Bir metin olu\u015ftururken yapay zeka, kendisinden \u00f6nce gelen kelimelere bakarak &#8220;Bu kelimeden sonra hangi kelimenin gelme olas\u0131l\u0131\u011f\u0131 en y\u00fcksektir?&#8221; sorusunu yan\u0131tlar. Bu s\u00fcre\u00e7te internetteki binlerce kitap, makale, web sitesi ve sohbet ge\u00e7mi\u015fi taranm\u0131\u015ft\u0131r. Zeka, bu devasa k\u00fct\u00fcphaneden s\u00fcz\u00fclen istatistiksel ba\u011flarla \u00f6r\u00fcl\u00fcd\u00fcr.<\/p>\n<p>Ancak bu durum bazen ilgin\u00e7 sonu\u00e7lar do\u011furabilir. Yapay zeka bazen o kadar ikna edici ve ak\u0131c\u0131 konu\u015fur ki, insan ona bir bilin\u00e7 atfetme e\u011filimine girer. Buna psikolojide <em>&#8220;antropomorfizm&#8221;<\/em> yani insan d\u0131\u015f\u0131 varl\u0131klara insani \u00f6zellikler y\u00fckleme denir. Oysa kar\u015f\u0131m\u0131zdaki \u015fey, muazzam bir h\u0131zla \u00e7al\u0131\u015fan bir kelime olas\u0131l\u0131k hesaplay\u0131c\u0131s\u0131d\u0131r. Do\u011fru verilerle beslendi\u011finde harika bir ara\u015ft\u0131rma asistan\u0131, yanl\u0131\u015f veya \u00f6nyarg\u0131l\u0131 verilerle beslendi\u011finde ise yan\u0131lt\u0131c\u0131 bilgileri bile \u00e7ok inand\u0131r\u0131c\u0131 \u015fekilde sunabilen bir usta olabilir.<\/p>\n<h3>Sonu\u00e7 ve De\u011ferlendirme<\/h3>\n<p>Sonu\u00e7 olarak; yapay zeka ne korkutucu bir terminat\u00f6r ne de her \u015feyi bilen sihirli bir kehanet makinesidir. O, insanl\u0131\u011f\u0131n \u00fcretti\u011fi bilginin en b\u00fcy\u00fck ar\u015fivini tarayabilen, bizim kuramad\u0131\u011f\u0131m\u0131z veri ba\u011flant\u0131lar\u0131n\u0131 saniyeler i\u00e7inde kurabilen g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. Onu anlamak, korkman\u0131n \u00f6tesine ge\u00e7ip bu yeni \u00e7a\u011fda onu do\u011fru ve verimli bir \u015fekilde kullanmam\u0131z\u0131n ilk ve en \u00f6nemli ad\u0131m\u0131d\u0131r. Gelecekte makinelerle olan ili\u015fkimiz geli\u015ftik\u00e7e, onlar\u0131n asl\u0131nda bizim kolektif aynam\u0131z oldu\u011funu \u00e7ok daha net g\u00f6rece\u011fiz.<\/p>\n<div class=\"aixdc-related\" style=\"margin-top:48px;padding-top:32px;border-top:1px solid rgba(255,255,255,0.08);\">\n<h3 style=\"font-family:Roboto,sans-serif;font-weight:600;color:#F5F5F7;font-size:20px;margin:0 0 18px;\">Bunlar \u0130lginizi \u00c7ekebilir<\/h3>\n<div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(200px,1fr));gap:18px;\"><a href=\"https:\/\/aix.web.tr\/meta-yapay-zeka-sohbet-botunun-istilaci-sorulari-nedeniyle-degisiklige-gidiyor\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%);\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Meta Yapay Zeka Sohbet Botunun \u0130stilac\u0131 Sorular\u0131 Nedeniyle De\u011fi\u015fikli\u011fe Gidiyor<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">12.09.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ve-yaraticilik-makineler-gercekten-sanat-uretebilir-mi-2\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background-image:url(https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/Alain-Passard-AI-Art.png-240x300.png);background-size:cover;background-position:center;\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka ve Yarat\u0131c\u0131l\u0131k: Makineler Ger\u00e7ekten Sanat \u00dcretebilir mi?<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">12.09.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/yapay-zeka-dunyasinda-yeni-bir-esik-openai-ve-matematikciler-arasindaki-fikir-ayriliklari-buyuyor\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%);\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka D\u00fcnyas\u0131nda Yeni Bir E\u015fik: OpenAI ve Matematik\u00e7iler Aras\u0131ndaki Fikir Ayr\u0131l\u0131klar\u0131 B\u00fcy\u00fcyor<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">12.09.2026<\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zekan\u0131n kaputun alt\u0131nda nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131, makinelerin \u00f6\u011frenme s\u00fcre\u00e7lerini, makine \u00f6\u011frenmesi ve b\u00fcy\u00fck dil modellerinin mant\u0131\u011f\u0131n\u0131 ke\u015ffedin.<\/p>","protected":false},"author":0,"featured_media":7228,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_customify_content_layout":"","_customify_sidebar":"","_customify_page_header_display":"","_customify_disable_header":"","_customify_disable_header_top":"","_customify_disable_header_main":"","_customify_disable_header_bottom":"","_customify_disable_page_title":"","_customify_disable_content_vertical_padding":"","_customify_disable_footer_top":"","_customify_disable_footer_main":"","_customify_disable_footer_bottom":"","_customify_breadcrumb_display":"","_customify_header_transparent_display":"","footnotes":""},"categories":[13],"tags":[],"class_list":["post-7229","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7229","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=7229"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7229\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/7228"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=7229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=7229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=7229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}