{"id":8463,"date":"2025-04-25T19:24:00","date_gmt":"2025-04-25T19:24:00","guid":{"rendered":"https:\/\/undetectable.ai/blog\/?p=8463"},"modified":"2025-12-22T16:44:40","modified_gmt":"2025-12-22T16:44:40","slug":"chatgpt-nasil-calisir","status":"publish","type":"post","link":"https:\/\/undetectable.ai/blog\/tr\/chatgpt-nasil-calisir","title":{"rendered":"ChatGPT Nas\u0131l \u00c7al\u0131\u015f\u0131r? Basit\u00e7e A\u00e7\u0131klanan Teknoloji"},"content":{"rendered":"<p>Son birka\u00e7 y\u0131ld\u0131r herkesin dilinde olan bir \u015fey var: <strong>ChatGPT.<\/strong><\/p>\n\n\n\n<p><strong>\u00d6\u011fretmenler<\/strong> \u00f6\u011frencilerin ev \u00f6devlerini yazd\u0131\u011f\u0131ndan endi\u015feleniyor.&nbsp;<\/p>\n\n\n\n<p><strong>Yazarlar<\/strong> Yapay zekan\u0131n onlar\u0131n yerine kitap ve hikaye yazmas\u0131ndan korkuyorlar.&nbsp;<\/p>\n\n\n\n<p><strong>Kodlay\u0131c\u0131lar<\/strong> insanlar\u0131n yapabilece\u011finden daha iyi web siteleri ve uygulamalar olu\u015fturaca\u011f\u0131ndan korkuyorlar.&nbsp;<\/p>\n\n\n\n<p>Hatta baz\u0131lar\u0131n\u0131n tahminine g\u00f6re <strong>milyonlarca i\u015f ortadan kalkabilir<\/strong> Yapay zeka y\u00fcz\u00fcnden.&nbsp;<\/p>\n\n\n\n<p>Hepimiz duymu\u015fuzdur. Ama hi\u00e7 merak ettiniz mi <strong>nas\u0131l <\/strong><strong><em>ChatGPT \u00e7al\u0131\u015f\u0131yor mu?&nbsp;<\/em><\/strong><\/p>\n\n\n\n<p>ChatGPT bir \u00e7ocu\u011fun \u00f6devini nas\u0131l yaz\u0131yor? Bir soru yazd\u0131\u011f\u0131n\u0131zda ve o ger\u00e7ek bir insan gibi cevap verdi\u011finde perde arkas\u0131nda neler oluyor?&nbsp;<\/p>\n\n\n\n<p>Bir makine kelimeleri bizim anlad\u0131\u011f\u0131m\u0131z gibi anlamad\u0131\u011f\u0131 halde nas\u0131l \u015fiirler, hikayeler ve kodlar yazabilir?<\/p>\n\n\n\n<p>Bu blogda, <strong>i\u00e7eriye bakaca\u011f\u0131z<\/strong> ChatGPT ve ChatGPT'nin ne oldu\u011funu ve nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klay\u0131n. <\/p>\n\n\n\n<p>Bir \u015feyleri nas\u0131l hat\u0131rlad\u0131\u011f\u0131n\u0131, s\u0131n\u0131rlar\u0131n\u0131n ne oldu\u011funu ve bunun gibi ara\u00e7lar\u0131n ilk etapta nas\u0131l olu\u015fturuldu\u011funu \u00f6\u011freneceksiniz.&nbsp;<\/p>\n\n\n\n<p><strong>Hadi ba\u015flayal\u0131m!<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Temel: GPT Dil Modelleri<\/h2>\n\n\n\n<p>ChatGPT, bir insan gibi anlamak ve yazmak i\u00e7in yap\u0131lm\u0131\u015f bir yapay zekad\u0131r.&nbsp;<\/p>\n\n\n\n<p>Buna bir <strong>dil modeli<\/strong> \u00c7\u00fcnk\u00fc dil ile \u00e7al\u0131\u015f\u0131r - onu okur, tahmin eder ve \u00fcretir.&nbsp;<\/p>\n\n\n\n<p>Ama insanlar gibi anlam\u0131yor. D\u00fc\u015f\u00fcnmez. Ger\u00e7ekleri bilmez. Sadece kal\u0131plara bakar.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>E\u011fer yazarsan, <strong><em>\"G\u00f6ky\u00fcz\u00fc...\"<\/em><\/strong><\/li>\n\n\n\n<li>\u015e\u00f6yle yazabilir <strong><em>\"Mavi.\"&nbsp;<\/em><\/strong><\/li>\n<\/ul>\n\n\n\n<p>G\u00f6ky\u00fcz\u00fcn\u00fcn mavi oldu\u011funu bildi\u011fi i\u00e7in de\u011fil, e\u011fitim s\u0131ras\u0131nda bu c\u00fcmleyi milyonlarca kez g\u00f6rd\u00fc\u011f\u00fc i\u00e7in. \"Mavi\" kelimesinin genellikle \"g\u00f6ky\u00fcz\u00fc\" kelimesinden sonra geldi\u011fini \u00f6\u011frenmi\u015ftir.<\/p>\n\n\n\n<p>Bu t\u00fcr bir yapay zekaya <a href=\"https:\/\/www.geeksforgeeks.org\/large-language-model-llm\/\" target=\"_blank\" rel=\"noreferrer noopener\">LLM<\/a>anlam\u0131na gelen <strong>B\u00fcy\u00fck Dil Modeli.&nbsp;<\/strong><\/p>\n\n\n\n<p>\u0130nsanlar\u0131n kelimeleri nas\u0131l kulland\u0131\u011f\u0131n\u0131 anlamak i\u00e7in tonlarca ders kitab\u0131, web sitesi ve daha fazlas\u0131 \u00fczerinde e\u011fitilmi\u015ftir. Ama anlam i\u00e7in okumuyor. Kelimelerin genellikle birbirlerinin yan\u0131nda nas\u0131l g\u00f6r\u00fcnd\u00fc\u011f\u00fcn\u00fc \u00f6\u011freniyor.&nbsp;<\/p>\n\n\n\n<p><strong>GPT<\/strong> \u00f6zel bir LLM t\u00fcr\u00fcd\u00fcr.<\/p>\n\n\n\n<p>GPT'nin a\u00e7\u0131l\u0131m\u0131 <strong>\"\u00dcretken \u00d6nceden E\u011fitilmi\u015f Transformat\u00f6r.\"<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00dcretken <\/strong>- yeni metin olu\u015fturabilir.<\/li>\n\n\n\n<li><strong>\u00d6nceden e\u011fitilmi\u015f<\/strong> - sizinle konu\u015fmadan \u00f6nce \u00f6\u011frenir.<\/li>\n\n\n\n<li><strong>Transformat\u00f6r<\/strong> - ChatGPT'nin \u00e7al\u0131\u015fmas\u0131n\u0131n arkas\u0131ndaki temel teknoloji, kelimelerin bir c\u00fcmle, paragraf ve hatta konu\u015fmada birbirleriyle nas\u0131l ili\u015fkili oldu\u011funu anlamas\u0131na yard\u0131mc\u0131 olur.<\/li>\n<\/ul>\n\n\n\n<p>\u0130\u015fte GPT'nin y\u0131llar i\u00e7inde piyasaya s\u00fcr\u00fclen farkl\u0131 versiyonlar\u0131.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Comparative-gpt-1.jpg\" alt=\"\" class=\"wp-image-8472\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Comparative-gpt-1.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Comparative-gpt-1-300x225.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Comparative-gpt-1-768x576.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Comparative-gpt-1-16x12.jpg 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">ChatGPT Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n\n\n\n<p>\u0130\u015fte ChatGPT'nin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131na ve girdilerinizi be\u015f temel ad\u0131mda nas\u0131l i\u015fledi\u011fine dair basitle\u015ftirilmi\u015f bir d\u00f6k\u00fcm.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ad\u0131m 1: B\u00fcy\u00fck Veri \u00dczerinde \u00d6n E\u011fitim<\/li>\n<\/ul>\n\n\n\n<p><strong>B\u00fcy\u00fck Dil Modelleri (LLM'ler)<\/strong> ChatGPT gibi, dil kal\u0131plar\u0131n\u0131 \u00f6\u011frenmek i\u00e7in internetten b\u00fcy\u00fck miktarda metin i\u015flenerek \u00f6nceden e\u011fitilmi\u015ftir.&nbsp;<\/p>\n\n\n\n<p>\u00d6n e\u011fitim s\u0131ras\u0131nda model \u015funlar\u0131 i\u015fler <a href=\"https:\/\/r.search.yahoo.com\/_ylt=AwrFYpBf_AhoKgIAU0pXNyoA;_ylu=Y29sbwNiZjEEcG9zAzEEdnRpZAMEc2VjA3Ny\/RV=2\/RE=1746628959\/RO=10\/RU=https%3a%2f%2fwww.techradar.com%2fpro%2fwhat-is-a-token-in-ai-and-why-is-it-so-important\/RK=2\/RS=OlQ2iDQ.cxkHZOzvZwNr.cl6I2o-\" target=\"_blank\" rel=\"noreferrer noopener\">trilyonlarca token<\/a> (k\u00fc\u00e7\u00fck metin par\u00e7alar\u0131).&nbsp;<\/p>\n\n\n\n<p>A <strong>belirte\u00e7 <\/strong>modelin girdiyi nas\u0131l tokenize etti\u011fine ba\u011fl\u0131 olarak bir kelime, bir kelimenin par\u00e7as\u0131 veya hatta noktalama i\u015fareti olabilir.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<p>ChatGPT'ye a\u015fa\u011f\u0131daki gibi bir matematik sorusu sorars\u0131n\u0131z:<\/p>\n\n\n\n<p><strong>Problem:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2 + 3 = ?&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>ChatGPT, e\u011fitimi s\u0131ras\u0131nda kitaplardan, haberlerden, makalelerden, Wikipedia'dan, hikayelerden, bilim makalelerinden ve hatta Reddit ba\u015fl\u0131klar\u0131ndan y\u00fcz milyarlarca kelime okuyor. <\/p>\n\n\n\n<p>Bu e\u011fitim ve okuma, toplama i\u015fleminin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamas\u0131na yard\u0131mc\u0131 olur.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,<\/strong><\/p>\n\n\n\n<p>\u00d6\u011frenebilir <strong>de\u011fi\u015fmeli \u00f6zellik<\/strong> (yani, 2 + 3 = 3 + 2) bu t\u00fcr ba\u011flamlar arac\u0131l\u0131\u011f\u0131yla.<\/p>\n\n\n\n<p>ChatGPT a\u015fa\u011f\u0131daki gibi bir\u00e7ok \u00f6rnekle kar\u015f\u0131la\u015fmaktad\u0131r&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\"2 + 3 = 5,\"&nbsp;<\/li>\n\n\n\n<li>\"7 + 8 = 15,\"&nbsp;<\/li>\n\n\n\n<li>\"9 + 4 = 13.\"&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Sadece bu belirli \u00f6rnekleri \u00f6\u011frenmez, toplama i\u015fleminin modelini de \u00f6\u011frenir.&nbsp;<\/p>\n\n\n\n<p>Say\u0131lar\u0131n \"+\" sembol\u00fc ile nas\u0131l etkile\u015fime girdi\u011fini ve sonucun tipik olarak \"=\" sembol\u00fcn\u00fc nas\u0131l takip etti\u011fini anlar.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ad\u0131m 2: Transformat\u00f6r Mimarisi<\/li>\n<\/ul>\n\n\n\n<p>ChatGPT b\u00fcy\u00fck miktarda kelime g\u00f6rd\u00fckten sonra, t\u00fcm bu bilgileri anlamland\u0131rabilecek bir beyne ihtiya\u00e7 duydu. Yapay zekan\u0131n bu beynine <strong>\"Transformat\u00f6r.\"<\/strong><\/p>\n\n\n\n<p>Transformer'\u0131 di\u011ferlerinden ay\u0131ran \u00f6zelli\u011fi <strong>dikkati odaklamak <\/strong>girdinin en \u00f6nemli k\u0131s\u0131mlar\u0131na odaklan\u0131r, t\u0131pk\u0131 dili i\u015fleme \u015feklimiz gibi.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,<\/strong><\/p>\n\n\n\n<p>Bunu bir matematik problemine uygulayal\u0131m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\"5 ve 7'nin toplam\u0131 ka\u00e7t\u0131r?\"<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Transformer bunu i\u015flerken sadece kelime kelime gitmez.&nbsp;<\/p>\n\n\n\n<p>Bunun yerine, t\u00fcm ba\u011flama - \"toplam,\" \"5,\" ve \"7\" - ayn\u0131 anda bakar.&nbsp;<\/p>\n\n\n\n<p>\u015eunu kabul eder <strong>\"toplam\" <\/strong>\u015fu anlama gelir<strong> \"ekleme\"<\/strong> ve \"5\" ve \"7 \"nin s\u00f6z konusu say\u0131lar oldu\u011funu.&nbsp;<\/p>\n\n\n\n<p>Transformat\u00f6r daha sonra daha fazla <strong>\"dikkat\"<\/strong> Cevab\u0131 do\u011frudan etkileyen kelimelere, yani i\u015fleme (\"toplam\") ve say\u0131lara (\"5\" ve \"7\") odaklan\u0131r.&nbsp;<\/p>\n\n\n\n<p>Bu, ChatGPT'nin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r - bu <strong>problemi do\u011frusal olarak i\u015flemez,<\/strong> ancak unsurlar aras\u0131ndaki ili\u015fkiyi anlamas\u0131na yard\u0131mc\u0131 olacak bir \u015fekilde.&nbsp;<\/p>\n\n\n\n<p>Transformer'\u0131 bu kadar g\u00fc\u00e7l\u00fc k\u0131lan \u015fey, her \u015feye ba\u011flam i\u00e7inde bakabilme becerisidir.&nbsp;<\/p>\n\n\n\n<p>S\u0131rada ne oldu\u011funu bulmak yerine, c\u00fcmlenin ilgili par\u00e7alar\u0131n\u0131 birbirine ba\u011flayarak anlam\u0131 anlar.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"365\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator-1024x365.jpg\" alt=\"\" class=\"wp-image-18176\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator-1024x365.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator-300x107.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator-768x274.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator-18x6.jpg 18w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/08\/Acronym-Generator.jpg 1283w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>Ayr\u0131ca, yeni bir \u00e7evrimi\u00e7i toplulu\u011fa ad\u0131m atmak genellikle yepyeni bir kelime da\u011farc\u0131\u011f\u0131 \u00f6\u011frenmek anlam\u0131na gelir, ancak bu dili konu\u015fmaya ba\u015flamak i\u00e7in aylarca beklemek zorunda de\u011filsiniz.<\/p>\n\n\n\n<p>Ayr\u0131ca, mesajlar\u0131n\u0131z\u0131n sorunsuz bir \u015fekilde uyum sa\u011flamas\u0131na yard\u0131mc\u0131 olmak istiyorsan\u0131z, Undetectable AI'n\u0131n <a href=\"https:\/\/undetectable.ai\/acronym-generator\" target=\"_blank\" rel=\"noreferrer noopener\">K\u0131saltma Olu\u015fturucu<\/a> AI modellerinin yap\u0131land\u0131r\u0131lm\u0131\u015f dilbilimsel k\u0131saltmalar\u0131 i\u015flemek ve olu\u015fturmak i\u00e7in kulland\u0131\u011f\u0131 karma\u015f\u0131k kal\u0131plar\u0131 taklit eden \u00f6zel k\u0131saltmalar olu\u015fturman\u0131za olanak tan\u0131r.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ad\u0131m 3: Tokenizasyon ve Dil \u0130\u015fleme<\/li>\n<\/ul>\n\n\n\n<p>ChatGPT'ye metin yazd\u0131\u011f\u0131n\u0131zda, isteminizi k\u00fc\u00e7\u00fck par\u00e7alara b\u00f6ler <strong>belirte\u00e7ler.&nbsp;<\/strong><\/p>\n\n\n\n<p>Baz\u0131 belirte\u00e7ler kelimelerin tamam\u0131 iken, di\u011ferleri kelimelerin sadece bir k\u0131sm\u0131d\u0131r.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<p>Giri\u015f yapt\u0131\u011f\u0131n\u0131zda <strong><em>\"ChatGPT ak\u0131ll\u0131d\u0131r,\" <\/em><\/strong>ChatGPT bunu a\u015fa\u011f\u0131daki belirte\u00e7lere b\u00f6ler:<\/p>\n\n\n\n<p><strong>[\"Chat,\" \"G,\" \"PT,\" \"is,\" \"smart\"]<\/strong><\/p>\n\n\n\n<p>\"ChatGPT\" ad\u0131 bile farkl\u0131 tokenlara b\u00f6l\u00fcnm\u00fc\u015ft\u00fcr.&nbsp;<\/p>\n\n\n\n<p>Bu s\u00fcre\u00e7 \u015fu \u015fekilde adland\u0131r\u0131l\u0131r <strong>tokenization.<\/strong> Modeller tam s\u00f6zc\u00fckler yerine belirte\u00e7ler \u00fczerinde e\u011fitildi\u011finden, i\u015fleyebildi\u011fi i\u00e7in \u00e7ok daha esnektir:<\/p>\n\n\n\n<p>Birden fazla dil <strong>(farkl\u0131 diller farkl\u0131 kelime yap\u0131lar\u0131na sahip oldu\u011fundan),<\/strong><\/p>\n\n\n\n<p>Argo ve k\u0131saltmalar <strong>(\"you\" i\u00e7in \"u\" veya \"I don't know\" i\u00e7in \"idk\" gibi).<\/strong><\/p>\n\n\n\n<p>Uydurma kelimeler veya varyasyonlar bile<strong> (\"unbelievable\" kelimesini \"un,\" \"believ,\" \"able\" olarak ay\u0131rmak gibi).&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ad\u0131m 4: \u0130nce Ayar ve G\u00fcvenlik Katmanlar\u0131<\/li>\n<\/ul>\n\n\n\n<p>ChatGPT b\u00fcy\u00fck miktarda veri \u00fczerinde e\u011fitildikten sonra, prime time i\u00e7in tam olarak haz\u0131r de\u011fildir.&nbsp;<\/p>\n\n\n\n<p>En faydal\u0131, kibar ve g\u00fcvenli \u015fekilde yan\u0131t verdi\u011finden emin olmak i\u00e7in hala yard\u0131ma ihtiyac\u0131 var.&nbsp;<\/p>\n\n\n\n<p>\u0130\u00e7inden <a href=\"https:\/\/r.search.yahoo.com\/_ylt=AwrhR3bQCglo_AEAe21XNyoA;_ylu=Y29sbwNiZjEEcG9zAzEEdnRpZAMEc2VjA3Ny\/RV=2\/RE=1746632657\/RO=10\/RU=https%3a%2f%2fmedium.com%2fmantisnlp%2fsupervised-fine-tuning-customizing-llms-a2c1edbf22c3\/RK=2\/RS=axQGOJbd0ed9ui9Hx7swM.8JJ6w-\" target=\"_blank\" rel=\"noreferrer noopener\">denetimli ince ayar<\/a>insan hakemler, ChatGPT'ye neyin iyi bir yan\u0131t oldu\u011funa dair \u00f6rnekler verir.<strong> \u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>\"5 + 7 ka\u00e7 eder?\"<\/em><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>K\u00f6t\u00fc cevap:<\/strong><strong> <\/strong>Bu kolay bir soru. Bunu neden bilmiyorsun?<\/li>\n\n\n\n<li><strong>\u0130yi cevap<\/strong><strong>: <\/strong>5 ve 7'nin toplam\u0131 12'dir.&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Zamanla ChatGPT daha kibar, net ve odaklanm\u0131\u015f olmak i\u00e7in daha iyi \u00f6rneklerle e\u011fitilir.&nbsp;<\/p>\n\n\n\n<p>Sa\u011flam bir temele sahip oldu\u011funda, a\u015fa\u011f\u0131dakiler arac\u0131l\u0131\u011f\u0131yla daha geli\u015fmi\u015f yard\u0131m al\u0131r <a href=\"https:\/\/r.search.yahoo.com\/_ylt=AwrhR3bsCgloCQIAw2FXNyoA;_ylu=Y29sbwNiZjEEcG9zAzEEdnRpZAMEc2VjA3Ny\/RV=2\/RE=1746632685\/RO=10\/RU=https%3a%2f%2fen.wikipedia.org%2fwiki%2fReinforcement_learning_from_human_feedback\/RK=2\/RS=IjSOBx0ICWXfEvyHarcjDvXTTqw-\" target=\"_blank\" rel=\"noreferrer noopener\">\u0130nsan Geri Bildiriminden Takviyeli \u00d6\u011frenme<\/a> (RLHF). <\/p>\n\n\n\n<p>Bu s\u00fcre\u00e7 \u015fu \u015fekilde ilerler:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT cevaplar.&nbsp;<\/strong><\/li>\n\n\n\n<li><strong>\u0130nsan oran\u0131<\/strong> Bu cevap ne kadar iyi oldu\u011funa, yani ne kadar kullan\u0131\u015fl\u0131, do\u011fru ve g\u00fcvenli oldu\u011funa ba\u011fl\u0131d\u0131r.&nbsp;<\/li>\n\n\n\n<li><strong>ChatGPT \u00f6\u011freniyor<\/strong> ve gelecekte daha iyi cevaplar vermeye \u00e7al\u0131\u015fmaktad\u0131r.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>\u00d6rne\u011fin, <\/strong>ChatGPT'nin a\u015fa\u011f\u0131daki gibi bir matematik problemini yan\u0131tlad\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcn <strong><em>\"12 b\u00f6l\u00fc 4 ka\u00e7 eder?\":&nbsp;<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ChatGPT cevapl\u0131yor: \"3.\"<\/li>\n\n\n\n<li>\u0130nsan geri bildirimi: Bu cevap harika.&nbsp;<\/li>\n\n\n\n<li>ChatGPT \u00f6\u011frenir: Benzer sorular geldi\u011finde bu t\u00fcr bir yan\u0131t vermeye devam eder.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Ama\u00e7, ChatGPT'nin t\u0131pk\u0131 ge\u00e7mi\u015f hatalar\u0131ndan ders alan bir \u00f6\u011frenci gibi kendini geli\u015ftirmeye devam etmesidir.&nbsp;<\/p>\n\n\n\n<p>Son olarak, insanlar taraf\u0131ndan yap\u0131lan ince ayar\u0131n \u00f6nemli bir amac\u0131 da <strong>insani de\u011ferlerle uyumludur.&nbsp;<\/strong><\/p>\n\n\n\n<p>Sadece ak\u0131ll\u0131 de\u011fil, ayn\u0131 zamanda yararl\u0131, zarars\u0131z ve d\u00fcr\u00fcst olmas\u0131n\u0131 istiyoruz.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,<\/strong> E\u011fer bir kullan\u0131c\u0131 a\u015fa\u011f\u0131daki gibi karma\u015f\u0131k bir soru sorarsa, <strong><em>\"-1'in karek\u00f6k\u00fc ka\u00e7t\u0131r?\"&nbsp;<\/em><\/strong><\/p>\n\n\n\n<p>Herhangi bir ba\u011flam olmadan \"cevap i'dir\" gibi yanl\u0131\u015f bir cevap vermek yerine, sa\u011flayacakt\u0131r:<\/p>\n\n\n\n<p>G\u00fcvenli, hizalanm\u0131\u015f yan\u0131t: -1'in karek\u00f6k\u00fc hayali bir say\u0131d\u0131r ve genellikle 'i' olarak g\u00f6sterilir. Bu kavram ileri matematikte kullan\u0131l\u0131r.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ad\u0131m 5: \u0130stem \u0130\u00e7eri, Yan\u0131t D\u0131\u015far\u0131<\/li>\n<\/ul>\n\n\n\n<p>Bu, ChatGPT'nin istemlerinizi yan\u0131tlamaya haz\u0131r oldu\u011fu son ad\u0131md\u0131r.&nbsp;<\/p>\n\n\n\n<p>Komut istemi, konu\u015fmay\u0131 ba\u015flatmak ve yan\u0131t almak i\u00e7in ChatGPT'ye yazd\u0131\u011f\u0131n\u0131z metindir (\u00f6rn. soru, komut veya ifade).&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<p>Komut istemini girersiniz <strong><em>\"Bug\u00fcn hava nas\u0131l?\"&nbsp;<\/em><\/strong><\/p>\n\n\n\n<p>\u0130\u015fte ChatGPT'nin perde arkas\u0131nda nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131:<\/p>\n\n\n\n<p>Bir istem yazars\u0131n\u0131z \u2192 ChatGPT bunu belirte\u00e7lere ay\u0131r\u0131r \u2192 Belirte\u00e7lerdeki kal\u0131plar\u0131 arar \u2192 Bir sonraki kelimeyi tahmin eder \u2192 Bir yan\u0131t olu\u015fturur \u2192 Metninize g\u00f6re tonu ayarlar \u2192 Son yan\u0131t\u0131n\u0131z\u0131 al\u0131r<\/p>\n\n\n\n<p>Komut istemi i\u00e7in <strong><em>\"Bug\u00fcn hava nas\u0131l?\",<\/em><\/strong> ChatGPT muhtemelen \u015f\u00f6yle bir yan\u0131t verecektir:&nbsp;<\/p>\n\n\n\n<p><em>\"Ger\u00e7ek zamanl\u0131 hava durumu g\u00fcncellemeleri veremem, ancak en do\u011fru bilgi i\u00e7in Weather.com gibi bir hava durumu sitesini veya uygulamas\u0131n\u0131 ya da yerel haberleri kontrol edebilirsiniz.\"<\/em><\/p>\n\n\n\n<p>Bunun nedeni, ChatGPT'nin ger\u00e7ek zamanl\u0131 bilgi alan bir araca ba\u011fl\u0131 olmad\u0131\u011f\u0131 s\u00fcrece canl\u0131 veri eri\u015fimine sahip olmamas\u0131d\u0131r.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Konu\u015fmalar\u0131 Nas\u0131l \"Hat\u0131rl\u0131yor\"<\/h2>\n\n\n\n<p>ChatGPT ile konu\u015ftu\u011funuzda, daha \u00f6nce s\u00f6yledi\u011finiz \u015feyleri hat\u0131rl\u0131yor gibi g\u00f6r\u00fcn\u00fcyor.&nbsp;<\/p>\n\n\n\n<p>\u00d6yle de - ama sadece sohbet a\u00e7\u0131kken. Yazd\u0131\u011f\u0131n\u0131z her \u015feyin yaz\u0131ld\u0131\u011f\u0131 b\u00fcy\u00fck bir not defteri hayal edin:&nbsp;<\/p>\n\n\n\n<p>Sen s\u00f6yle:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u00f6pe\u011fimin ad\u0131 Max.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Birka\u00e7 sat\u0131r sonra diyorsun ki:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Max hangi numaralar\u0131 \u00f6\u011frenebilir?<\/strong><\/li>\n<\/ul>\n\n\n\n<p>ChatGPT noktalar\u0131 birle\u015ftirir. Max'in sizin k\u00f6pe\u011finiz oldu\u011funu hat\u0131rl\u0131yor, \u00e7\u00fcnk\u00fc hala not defterinde.&nbsp;<\/p>\n\n\n\n<p>Bu not defterine <strong>ba\u011flam penceresi,<\/strong> ve s\u0131n\u0131rl\u0131 say\u0131da s\u00f6zc\u00fck (belirte\u00e7 olarak adland\u0131r\u0131l\u0131r) tutar.&nbsp;<\/p>\n\n\n\n<p>Baz\u0131 versiyonlar yakla\u015f\u0131k 8.000 jeton tutabilirken, en yenileri 32.000 jetona kadar \u00e7\u0131kabilmektedir.&nbsp;<\/p>\n\n\n\n<p>Ancak s\u0131n\u0131ra ula\u015ft\u0131\u011f\u0131n\u0131zda, yeni metne yer a\u00e7mak i\u00e7in en eski k\u0131s\u0131mlar\u0131 silmeye ba\u015flamak zorundad\u0131r.&nbsp;<\/p>\n\n\n\n<p>Yani e\u011fer derseniz ki <strong><em>\"K\u00f6pe\u011fimin ad\u0131 Max\"<\/em><\/strong> uzun bir sohbetin ba\u015flang\u0131c\u0131nda - ve sonra 50 paragraf sonra sor,<strong><em> \"Onun i\u00e7in iyi bir tasma nedir?\" <\/em><\/strong>- \"onun\" kim oldu\u011funu unutabilir.&nbsp;<\/p>\n\n\n\n<p>\u00c7\u00fcnk\u00fc bu bilgi not defterinden \u00e7oktan silinmi\u015ftir.&nbsp;<\/p>\n\n\n\n<p>\u015eimdi sohbetler aras\u0131ndaki haf\u0131za hakk\u0131nda konu\u015fal\u0131m.<\/p>\n\n\n\n<p>Normalde, sohbeti kapatt\u0131\u011f\u0131n\u0131zda not defteri temizlenir.&nbsp;<\/p>\n\n\n\n<p>B\u00f6ylece ChatGPT'yi bir sonraki a\u00e7\u0131\u015f\u0131n\u0131zda yeni ba\u015flar.<\/p>\n\n\n\n<p>&nbsp;Ancak \u00f6zel belle\u011fi a\u00e7arsan\u0131z, ChatGPT oturumlar aras\u0131nda baz\u0131 \u015feyleri hat\u0131rlayabilir. <strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sen s\u00f6yle:<\/strong> Sweet Crumbs ad\u0131nda k\u00fc\u00e7\u00fck bir online f\u0131r\u0131n i\u015fletiyorum.&nbsp;<\/li>\n\n\n\n<li><strong>Bir hafta sonra, diyorsun ki: <\/strong>Bana bir \u00fcr\u00fcn a\u00e7\u0131klamas\u0131 yaz\u0131n.&nbsp;<\/li>\n\n\n\n<li><strong>Cevap verebilir:<\/strong> Elbette! \u0130\u015fte Sweet Crumbs kurabiyeleriniz i\u00e7in bir a\u00e7\u0131klama...<\/li>\n<\/ul>\n\n\n\n<p>Her \u015feyi hat\u0131rlamaz. Yaln\u0131zca izin verdiklerinizi hat\u0131rlar ve bir \u015fey eklendi\u011finde size bildirilir. \u0130stedi\u011finiz zaman an\u0131lar\u0131 g\u00f6rebilir, d\u00fczenleyebilir veya silebilirsiniz.<\/p>\n\n\n\n<p>Yani i\u015fin \u00f6z\u00fc...&nbsp;<\/p>\n\n\n\n<p>ChatGPT asl\u0131nda<strong> \"hat\u0131rla\"<\/strong> bir insan gibi. Sadece \u00f6n\u00fcndeki \u015feye bakar - o anki konu\u015fmaya.<br><br>Daha \u00f6nceki bir \u015feyi hat\u0131rl\u0131yor gibi g\u00f6r\u00fcn\u00fcyorsa, bunun nedeni o bilginin hala ba\u011flam penceresinin i\u00e7inde olmas\u0131d\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT'nin \u00c7al\u0131\u015fma \u015eeklinin S\u0131n\u0131rlamalar\u0131<\/h2>\n\n\n\n<p>ChatGPT inan\u0131lmaz derecede faydal\u0131d\u0131r, ancak \u00f6zellikle m\u00fc\u015fteriye y\u00f6nelik veya d\u00f6n\u00fc\u015f\u00fcm odakl\u0131 herhangi bir \u015fey i\u00e7in kullan\u0131yorsan\u0131z, s\u0131n\u0131rlamalar\u0131n\u0131 anlamak \u00f6nemlidir.&nbsp;<\/p>\n\n\n\n<p><strong>1 - Ger\u00e7ek bir anlay\u0131\u015f veya bilin\u00e7 yok<\/strong><br>ChatGPT i\u00e7eri\u011fi insanlar gibi anlamaz. Ger\u00e7ekleri \"bilmez\" - sadece e\u011fitim verilerine dayanarak bir sonraki olas\u0131 kelimeyi tahmin eder.&nbsp;<\/p>\n\n\n\n<p><strong>\u00d6rne\u011fin,&nbsp;<\/strong><\/p>\n\n\n\n<p>E\u011fer sorarsan, <strong><em>\"Ba\u015far\u0131 ne anlama geliyor?\"<\/em><\/strong> ak\u0131c\u0131 bir yan\u0131t \u00fcretebilir, ancak inan\u00e7lar\u0131, de\u011ferleri veya fark\u0131ndal\u0131\u011f\u0131 yoktur. Kal\u0131plar\u0131 taklit ediyor, i\u00e7g\u00f6r\u00fc olu\u015fturmuyor.<\/p>\n\n\n\n<p><strong>2 - E\u011fitim verilerinden kaynaklanan \u00f6nyarg\u0131lar<\/strong><br>ChatGPT internet, kitaplar, forumlar ve makalelerden elde edilen b\u00fcy\u00fck ve kar\u0131\u015f\u0131k kaynaklar \u00fczerinde e\u011fitildi\u011finden, bu verilerde bulunan \u00f6nyarg\u0131lar\u0131 miras alabilir.&nbsp;<\/p>\n\n\n\n<p>E\u011fer internet bir konuda bir tarafa meylediyorsa, ChatGPT bu bak\u0131\u015f a\u00e7\u0131s\u0131n\u0131 yans\u0131tabilir - bazen incelikli bir \u015fekilde, bazen de de\u011fil - tarafs\u0131zl\u0131k gerekti\u011finde bile.<\/p>\n\n\n\n<p><strong>3 - \u0130nternette gezinmez<\/strong><br>ChatGPT ger\u00e7ek zamanl\u0131 veri getiremez. Ge\u00e7en hafta piyasaya s\u00fcr\u00fclen bir \u00fcr\u00fcn veya bug\u00fcn\u00fcn hisse senedi fiyat\u0131 hakk\u0131nda soru sordu\u011funuzda hi\u00e7bir fikri olmayacakt\u0131r.&nbsp;<\/p>\n\n\n\n<p>E\u011fitim verilerinin bir kesme noktas\u0131 vard\u0131r ve bu noktadan sonraki her \u015feye ula\u015f\u0131lamaz.<\/p>\n\n\n\n<p><strong>4 - Ger\u00e7ekleri \"hal\u00fcsinasyon\" olarak alg\u0131layabilir veya sahte kaynaklardan al\u0131nt\u0131 yapabilir<\/strong><br>En tehlikeli tuhafl\u0131klardan biri: ChatGPT bir \u015feyler uydurabilir. Ondan bir istatistik veya al\u0131nt\u0131 isteyin, cevap verebilir,<\/p>\n\n\n\n<p><em>\"D\u00fcnya Sa\u011fl\u0131k \u00d6rg\u00fct\u00fc'ne g\u00f6re, yeti\u015fkinlerin 80%'si X markas\u0131n\u0131 Y markas\u0131na tercih ediyor.\"<\/em><\/p>\n\n\n\n<p>Kula\u011fa resmi gibi geliyor - ancak bu istatistik muhtemelen mevcut de\u011fil.&nbsp;<\/p>\n\n\n\n<p>Geri al\u0131nmad\u0131, icat edildi. Bu konu \u015fu \u015fekilde bilinir <strong>hal\u00fcsinasyon<\/strong>ve \u00f6zellikle ara\u015ft\u0131rma, gazetecilik veya teknik i\u00e7eriklerde risklidir.&nbsp;<\/p>\n\n\n\n<p>ChatGPT'ye nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 sorarsan\u0131z, her zaman ger\u00e7ek anlamda do\u011fru olmad\u0131\u011f\u0131n\u0131 g\u00f6receksiniz.<\/p>\n\n\n\n<p>ChatGPT'yi yazma amac\u0131yla kullan\u0131yorsan\u0131z, \u00e7\u0131kt\u0131 kat\u0131, robotik veya insani y\u00f6nden yoksun hissedecektir.&nbsp;<\/p>\n\n\n\n<p>Bu t\u00fcr n\u00fcanslar i\u00e7in \u015funlar\u0131 kullanabilirsiniz <a href=\"https:\/\/undetectable.ai\/ai-humanizer\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Yapay Zeka \u0130nsanc\u0131lla\u015ft\u0131r\u0131c\u0131.<\/strong><\/a><strong>&nbsp;<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"475\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing-1024x475.jpg\" alt=\"Alg\u0131lanamayan Yapay Zeka \u0130nsanc\u0131lla\u015ft\u0131r\u0131c\u0131 yaz\u0131lar\u0131n\u0131z\u0131 geli\u015ftirebilir\" class=\"wp-image-6140\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing-1024x475.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing-300x139.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing-768x356.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing-18x8.jpg 18w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/01\/the-Undetectable-AI-Humanizer-can-enhance-your-writing.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>Bu <a href=\"https:\/\/undetectable.ai\/ai-humanizer\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Yapay Zeka \u0130nsanc\u0131lla\u015ft\u0131r\u0131c\u0131<\/strong><\/a><strong> <\/strong>ChatGPT \u00e7\u0131kt\u0131lar\u0131n\u0131 ton, n\u00fcans ve duygu i\u00e7in yeniden yazarak i\u00e7eri\u011finize bir kalp at\u0131\u015f\u0131 kazand\u0131r\u0131r.&nbsp;<\/p>\n\n\n\n<p>Bu <strong>Garip ifadeleri yumu\u015fat\u0131r, s\u0131cakl\u0131k katar, <\/strong>ve teknik ya da kuru metinlerin hedef kitlenizde yank\u0131 uyand\u0131rmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<p>\u0130\u00e7eri\u011finiz insani g\u00f6r\u00fcnd\u00fc\u011f\u00fcnde daha iyi performans g\u00f6sterir.&nbsp;<\/p>\n\n\n\n<p>\u0130ster a\u00e7\u0131l\u0131\u015f sayfalar\u0131, ister e-postalar veya LinkedIn g\u00f6nderileri yaz\u0131yor olun, ili\u015fkilendirilebilirlik tepkiyi art\u0131r\u0131r. Duygu ise d\u00f6n\u00fc\u015f\u00fcm\u00fc y\u00f6nlendirir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GPT-3.5'e k\u0131yasla GPT-4'teki iyile\u015ftirmeler<\/h3>\n\n\n\n<p>GPT-3.5, h\u0131zl\u0131, sa\u011flam ve basit g\u00f6revler i\u00e7in harika olan \u00fccretsiz s\u00fcr\u00fcmd\u00fcr. GPT-4, OpenAI'nin daha ak\u0131ll\u0131, daha g\u00fc\u00e7l\u00fc ve \u00e7ok daha yararl\u0131 olan \u00fccretli bir s\u00fcr\u00fcm\u00fcd\u00fcr.&nbsp;<\/p>\n\n\n\n<p>ChatGPT'nin her iki modelde de nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Improvement-in-GPT-4-1.jpg\" alt=\"\" class=\"wp-image-8473\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Improvement-in-GPT-4-1.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Improvement-in-GPT-4-1-300x225.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Improvement-in-GPT-4-1-768x576.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Improvement-in-GPT-4-1-16x12.jpg 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>Sonu\u00e7 olarak GPT-3.5 yard\u0131mc\u0131 oldu. GPT-4 g\u00fcvenilir, d\u00fc\u015f\u00fcnceli ve dinliyormu\u015f gibi hissettiriyor.<\/p>\n\n\n\n<p>Ke\u015ffetmeye ba\u015flay\u0131n - Yapay Zeka Dedekt\u00f6r\u00fcm\u00fcz ve \u0130nsanc\u0131lla\u015ft\u0131r\u0131c\u0131m\u0131z a\u015fa\u011f\u0131daki widget'ta sizi bekliyor!<\/p>\n\n\n\n<div id=\"uai-widget\" data-affiliate-link=\"https:\/\/undetectable.ai\/?_by=hi4km\"><script>var js = document.createElement(\"script\");js.async = true;js.src = \"https:\/\/widget.undetectable.ai\/js\/widget-loader.js?t=\"+Date.now();document.getElementsByTagName(\"head\")[0].appendChild(js);<\/script><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT Gibi Yapay Zeka Ara\u00e7lar\u0131 Nas\u0131l Olu\u015fturuluyor?<\/h2>\n\n\n\n<p>ChatGPT veya di\u011fer b\u00fcy\u00fck dil modelleri gibi bir yapay zeka olu\u015fturmak, devasa veri k\u00fcmeleri, uzman ekipler ve aral\u0131ks\u0131z yineleme i\u00e7eren \u00e7ok y\u0131ll\u0131 bir projedir.&nbsp;<\/p>\n\n\n\n<p>Genelde \u015f\u00f6yle olur:&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Birinci A\u015fama: Veri Toplama (6-12 ay)<\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>Ama\u00e7: <\/strong>Model dil kal\u0131plar\u0131n\u0131 \u00f6\u011fretin.<\/p>\n\n\n\n<p>Bir yapay zekan\u0131n sorular\u0131 yan\u0131tlayabilmesi i\u00e7in \u00f6nce insanlar\u0131n nas\u0131l yazd\u0131\u011f\u0131n\u0131 ve konu\u015ftu\u011funu \u00f6\u011frenmesi gerekir.&nbsp;<\/p>\n\n\n\n<p>Bu, kitaplardan, web sitelerinden, haberlerden, makalelerden, akademik makalelerden ve daha fazlas\u0131ndan y\u00fcz milyarlarca kelimeyi toplamakla ba\u015flar.&nbsp;<\/p>\n\n\n\n<p>\u0130nsanlar gibi \"okumaz\". Bunun yerine, yukar\u0131daki b\u00f6l\u00fcmlerde a\u00e7\u0131klad\u0131\u011f\u0131m\u0131z \u015fekilde kal\u0131plar\u0131 tan\u0131mlar.<\/p>\n\n\n\n<p><strong>Gerekli zaman:<\/strong> \u00d6l\u00e7e\u011fe ve ekip b\u00fcy\u00fckl\u00fc\u011f\u00fcne ba\u011fl\u0131 olarak 6-12 ay.&nbsp;<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u0130kinci A\u015fama: Modelin \u00d6n E\u011fitimi (6-9 ay)<\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>Ama\u00e7:<\/strong> Beyni in\u015fa et.<\/p>\n\n\n\n<p>\u00d6n e\u011fitim, modele b\u00fcy\u00fck hacimlerde metin vermeyi ve do\u011fru tahmin etmeye ba\u015flayana kadar eksik kelimeleri tekrar tekrar tahmin etmesine izin vermeyi i\u00e7erir.&nbsp;<\/p>\n\n\n\n<p>Bu a\u015fama genellikle g\u00fc\u00e7l\u00fc <a href=\"https:\/\/r.search.yahoo.com\/_ylt=AwrFDSbsEQloAwIAb.5XNyoA;_ylu=Y29sbwNiZjEEcG9zAzEEdnRpZAMEc2VjA3Ny\/RV=2\/RE=1746634477\/RO=10\/RU=https%3a%2f%2fen.wikipedia.org%2fwiki%2fGPU_cluster\/RK=2\/RS=HLVaevnmdwcmZWUqhm5p73jmUB4-\" target=\"_blank\" rel=\"noreferrer noopener\">GPU k\u00fcmeleri<\/a> ve y\u00fcz milyonlarca dolarl\u0131k hesaplama kayna\u011f\u0131.&nbsp;<\/p>\n\n\n\n<p><strong>Gerekli zaman:<\/strong> 6-9 ay aral\u0131ks\u0131z GPU e\u011fitimi.<\/p>\n\n\n\n<p><strong>3. \u00dc\u00e7\u00fcnc\u00fc A\u015fama: \u0130nce Ayar ve \u0130nsan Geri Bildirimi (3-6 ay)<\/strong><\/p>\n\n\n\n<p><strong>Ama\u00e7:<\/strong> Yapay zekay\u0131 kullan\u0131\u015fl\u0131 hale getirin.<\/p>\n\n\n\n<p>\u015eimdi konu\u015fabiliyor - ama mant\u0131kl\u0131 m\u0131? Belki ya da belki de\u011fil. Bu noktada, insan g\u00f6zden ge\u00e7iriciler \u00e7\u0131kt\u0131lar\u0131 de\u011ferlendirir, hatalar\u0131 d\u00fczeltir ve \u0130nsan Geri Bildiriminden Takviyeli \u00d6\u011frenme (RLHF) kullanarak modeli y\u00f6nlendirir.<\/p>\n\n\n\n<p><strong>Gerekli zaman: <\/strong>3-6 ay, genellikle erken testlerle birlikte y\u00fcr\u00fct\u00fcl\u00fcr.<\/p>\n\n\n\n<p><strong>4. D\u00f6rd\u00fcnc\u00fc A\u015fama: Da\u011f\u0131t\u0131m ve Altyap\u0131 (Devam Ediyor)<\/strong><\/p>\n\n\n\n<p><strong>Ama\u00e7: <\/strong>\u00d6l\u00e7eklenebilir hale getirin.<\/p>\n\n\n\n<p>Model e\u011fitildikten sonra web sitelerine, uygulamalara, API'lere ve kurumsal platformlara da\u011f\u0131t\u0131l\u0131r. Bu da ciddi bir arka u\u00e7 altyap\u0131s\u0131 gerektirir: veri merkezleri, otomatik \u00f6l\u00e7eklendirme API'leri ve milyonlarca e\u015fzamanl\u0131 kullan\u0131c\u0131y\u0131 idare edecek y\u00fck dengeleme sistemleri.<\/p>\n\n\n\n<p><strong>Zaman dilimi: <\/strong>E\u011fitim sonras\u0131 ba\u015flar, ancak s\u00fcresiz olarak devam eder.<\/p>\n\n\n\n<p><strong>5. Be\u015finci A\u015fama: G\u00fcvenlik, \u00d6nyarg\u0131 ve Etik (Devam ediyor, paralel)<\/strong><\/p>\n\n\n\n<p><strong>Ama\u00e7:<\/strong> G\u00fcvenli, d\u00fcr\u00fcst ve zarar vermeyecek \u015fekilde tutun.<\/p>\n\n\n\n<p>Yapay zeka sadece zekayla ilgili de\u011fildir, sorumlulukla da ilgilidir. Etik ekipler, potansiyel k\u00f6t\u00fcye kullan\u0131m\u0131 i\u015faretlemek, \u00f6nyarg\u0131y\u0131 azaltmak, zararl\u0131 i\u00e7eri\u011fi engellemek ve gizlilik standartlar\u0131n\u0131 korumak i\u00e7in paralel olarak \u00e7al\u0131\u015f\u0131r. Modelin ger\u00e7ek d\u00fcnyada nas\u0131l davrand\u0131\u011f\u0131n\u0131 s\u00fcrekli olarak de\u011ferlendirirler.<\/p>\n\n\n\n<p><strong>Zaman dilimi: <\/strong>Ya\u015fam boyu s\u00fcre\u00e7; yukar\u0131daki her a\u015famaya entegre edilmi\u015ftir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT'nin Nas\u0131l \u00c7al\u0131\u015ft\u0131\u011f\u0131 Hakk\u0131nda SSS<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list\">\n<div id=\"faq-question-1745911709488\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">ChatGPT cevaplar i\u00e7in internette arama yap\u0131yor mu?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Ekim 2024 itibariyle ChatGPT, internette ger\u00e7ek zamanl\u0131 olarak gezinme yetene\u011fi kazand\u0131. <\/p>\n<p>Bu \u00f6zellik ba\u015flang\u0131\u00e7ta \u00fccretli kullan\u0131c\u0131lara \u00f6zeldi, ancak Aral\u0131k 2024 itibariyle herkesin kullan\u0131m\u0131na a\u00e7\u0131ld\u0131.\u00a0<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1745911718547\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Sohbet robotu gibi bir \u015fey mi yoksa daha fazlas\u0131 m\u0131?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>ChatGPT \u00fcretken bir yapay zeka modelidir. \u00dcretken yapay zeka, derin \u00f6\u011frenmeyi kullanarak dinamik, ba\u011flama duyarl\u0131 yan\u0131tlar \u00fcretir. <\/p>\n<p>Sohbet etmenin \u00f6tesinde, \u00fcretken yapay zeka denemeler yazabilir, g\u00f6r\u00fcnt\u00fcler olu\u015fturabilir, m\u00fczik besteleyebilir ve hatta videolar olu\u015fturarak \u00e7e\u015fitli alanlardaki \u00e7ok y\u00f6nl\u00fcl\u00fc\u011f\u00fcn\u00fc sergileyebilir.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1745911736112\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">ChatGPT d\u00fc\u015f\u00fcn\u00fcyor mu?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Hay\u0131r, ChatGPT insanlar\u0131n d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fc gibi d\u00fc\u015f\u00fcnmez. Fark\u0131ndal\u0131\u011f\u0131, inan\u00e7lar\u0131, niyetleri veya duygular\u0131 yoktur. <\/p>\n<p>Yapt\u0131\u011f\u0131 \u015fey, e\u011fitim verilerindeki kal\u0131plara dayanarak bir c\u00fcmledeki bir sonraki kelimeyi istatistiksel olarak tahmin etmektir. Bu d\u00fc\u015f\u00fcnmek gibi g\u00f6r\u00fcnebilir ama de\u011fildir.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Son D\u00fc\u015f\u00fcnceler<\/h2>\n\n\n\n<p>B\u00fcy\u00fck Dil Modelleri (LLM'ler) teknolojiyle etkile\u015fim \u015feklimizi de\u011fi\u015ftirdi.<\/p>\n\n\n\n<p>Bir insan taraf\u0131ndan yaz\u0131lm\u0131\u015f gibi g\u00f6r\u00fcnen metinler olu\u015fturabilir, sorular\u0131 yan\u0131tlama ve yarat\u0131c\u0131 i\u00e7erik olu\u015fturma gibi g\u00f6revlere yard\u0131mc\u0131 olabilirler.&nbsp;<\/p>\n\n\n\n<p>Ama, LLM'ler <strong>\"anla\"<\/strong> \u015feyler ya da insanlar gibi d\u00fc\u015f\u00fcn\u00fcrler. Ger\u00e7ek insan d\u00fc\u015f\u00fcncesiyle de\u011fil, verilerdeki kal\u0131plar\u0131 tahmin ederek \u00e7al\u0131\u015f\u0131rlar.&nbsp;<\/p>\n\n\n\n<p>LLM'ler daha iyi hale geldik\u00e7e, \u00f6nyarg\u0131, gizlilik sorunlar\u0131 ve k\u00f6t\u00fcye kullan\u0131m gibi neden olabilecekleri sorunlar hakk\u0131nda d\u00fc\u015f\u00fcnmemiz gerekir.&nbsp;<\/p>\n\n\n\n<p>Yapay zekay\u0131 dikkatli bir \u015fekilde kullanmak, adil ve \u015feffaf olmas\u0131n\u0131, yanl\u0131\u015f bilgi yaymamas\u0131n\u0131 veya gizlili\u011fe zarar vermemesini sa\u011flamak \u00f6nemlidir.&nbsp;<\/p>\n\n\n\n<p>\u0130\u015fte burada <strong>kullan\u0131m y\u00f6nergeleri:&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Yapay zekan\u0131n i\u00e7eri\u011finde \u00f6nyarg\u0131 olabilece\u011fini unutmay\u0131n.<br><\/li>\n\n\n\n<li>Yapay zeka ara\u00e7lar\u0131n\u0131 gizlilik kurallar\u0131na uyacak \u015fekilde kullan\u0131n.<br><\/li>\n\n\n\n<li>\u00d6nemli bilgileri g\u00fcvenilir kaynaklardan iki kez kontrol edin.<br><\/li>\n\n\n\n<li>Yapay zekaya \u00e7ok fazla g\u00fcvenmeyin. Bu bir ara\u00e7t\u0131r, insan d\u00fc\u015f\u00fcncesinin yerine ge\u00e7mez.<\/li>\n<\/ul>\n\n\n\n<p>Yapay zeka teknolojisi daha da g\u00fc\u00e7lenmeye devam ettik\u00e7e \u015fu soru ortaya \u00e7\u0131k\u0131yor: <em>Geli\u015fmelerin, bizi benzersiz bir \u015fekilde insan yapan \u015feylerin yerini almak yerine, insan\u0131n yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 ve karar verme yetisini geli\u015ftirmesini nas\u0131l sa\u011flayabiliriz?<\/em><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":15,"featured_media":8471,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-8463","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-reviews"],"_links":{"self":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8463","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/comments?post=8463"}],"version-history":[{"count":6,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8463\/revisions"}],"predecessor-version":[{"id":18192,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8463\/revisions\/18192"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/media\/8471"}],"wp:attachment":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/media?parent=8463"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/categories?post=8463"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/tags?post=8463"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}