{"version":"1.0","provider_name":"Imperative Business Ventures Limited","provider_url":"https:\/\/blog.ibvl.in","title":"Operational stability for mission-critical ML systems - Imperative Business Ventures Limited","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"48Xcy5iHUt\"><a href=\"https:\/\/blog.ibvl.in\/index.php\/2026\/03\/06\/operational-stability-for-mission-critical-ml-systems\/\">Operational stability for  mission-critical ML systems<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/blog.ibvl.in\/index.php\/2026\/03\/06\/operational-stability-for-mission-critical-ml-systems\/embed\/#?secret=48Xcy5iHUt\" width=\"600\" height=\"338\" title=\"&#8220;Operational stability for  mission-critical ML systems&#8221; &#8212; Imperative Business Ventures Limited\" data-secret=\"48Xcy5iHUt\" 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\/\/# sourceURL=https:\/\/blog.ibvl.in\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","description":"If observability tools can capture everything happening in modern infrastructure, why can\u2019t AI systems clearly explain the decisions they recommend? This tension lies at the heart of the growing explainability crisis in applied AI."}