{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Etik Yapay Zeka \u0130\u00e7in Veri Temizli\u011fi: Bir Zorunluluk","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"6A42IZPqDM\"><a href=\"https:\/\/fatihsoysal.com\/blog\/etik-yapay-zeka-icin-veri-temizligi-bir-zorunluluk\/\">Etik Yapay Zeka \u0130\u00e7in Veri Temizli\u011fi: Bir Zorunluluk<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/etik-yapay-zeka-icin-veri-temizligi-bir-zorunluluk\/embed\/#?secret=6A42IZPqDM\" width=\"600\" height=\"338\" title=\"&#8220;Etik Yapay Zeka \u0130\u00e7in Veri Temizli\u011fi: Bir Zorunluluk&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"6A42IZPqDM\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Yapay zeka (YZ) teknolojilerinin h\u0131zla geli\u015fmesiyle birlikte, etik kayg\u0131lar da \u00f6n plana \u00e7\u0131kmaktad\u0131r. YZ sistemlerinin tarafs\u0131z ve adil kararlar almas\u0131 i\u00e7in, e\u011fitim verilerinin temiz ve \u00f6nyarg\u0131lardan ar\u0131nd\u0131r\u0131lm\u0131\u015f olmas\u0131 kritik \u00f6neme sahiptir. Bu makale, etik bir YZ geli\u015ftirme s\u00fcrecinde veri temizli\u011finin (sanitizasyonunun) neden vazge\u00e7ilmez oldu\u011funu, farkl\u0131 teknikleri ve ger\u00e7ek d\u00fcnya \u00f6rneklerini ele alarak detayl\u0131 bir \u015fekilde inceleyecektir. Veri temizli\u011fi s\u00fcre\u00e7lerini anlamak, daha adil ve g\u00fcvenilir YZ sistemleri olu\u015fturman\u0131n temel ta\u015flar\u0131ndan biridir."}