{"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":"AI ile Altyap\u0131n\u0131n Sessiz Yard\u0131m \u00c7\u0131\u011fl\u0131klar\u0131n\u0131 Anlamak","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"MtieNCOcV2\"><a href=\"https:\/\/fatihsoysal.com\/blog\/ai-ile-altyapinin-sessiz-yardim-cigliklarini-anlamak\/\">AI ile Altyap\u0131n\u0131n Sessiz Yard\u0131m \u00c7\u0131\u011fl\u0131klar\u0131n\u0131 Anlamak<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/ai-ile-altyapinin-sessiz-yardim-cigliklarini-anlamak\/embed\/#?secret=MtieNCOcV2\" width=\"600\" height=\"338\" title=\"&#8220;AI ile Altyap\u0131n\u0131n Sessiz Yard\u0131m \u00c7\u0131\u011fl\u0131klar\u0131n\u0131 Anlamak&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"MtieNCOcV2\" 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":"D\u00fcnya genelinde ya\u015flanan altyap\u0131, \u015fehirlerimizin ve ekonomilerimizin kar\u015f\u0131 kar\u015f\u0131ya oldu\u011fu en b\u00fcy\u00fck zorluklardan biridir. K\u00f6pr\u00fcler, yollar, barajlar ve binalar zamanla y\u0131pran\u0131r, ancak bu y\u0131pranma genellikle g\u00f6zle g\u00f6r\u00fcl\u00fcr hale gelmeden \u00f6nce i\u00e7ten i\u00e7e ilerler. \u0130\u015fte tam da bu noktada, yapay zeka (AI) ve makine \u00f6\u011frenimi, altyap\u0131n\u0131n bu 'sessiz distress \u00e7a\u011fr\u0131lar\u0131n\u0131' de\u015fifre etmek i\u00e7in devrim niteli\u011finde bir yakla\u015f\u0131m sunuyor. Bu makalede, Arvind Sundararajan'\u0131n \u00f6ng\u00f6r\u00fcl\u00fc vizyonuyla b\u00fct\u00fcnle\u015fen bu \"Beton F\u0131s\u0131lt\u0131lar\u0131\" yakla\u015f\u0131m\u0131n\u0131 derinlemesine inceleyecek, AI'\u0131n altyap\u0131 y\u00f6netiminde nas\u0131l bir paradigma de\u011fi\u015fikli\u011fi yaratt\u0131\u011f\u0131n\u0131 ad\u0131m ad\u0131m ke\u015ffedece\u011fiz. Geleneksel y\u00f6ntemlerin s\u0131n\u0131rl\u0131l\u0131klar\u0131ndan AI destekli prediktif bak\u0131ma kadar, bu teknolojinin sundu\u011fu imkanlar\u0131 ve kar\u015f\u0131la\u015f\u0131lan zorluklar\u0131 ele alaca\u011f\u0131z."}