{"version":"1.0","provider_name":"European Scientist","provider_url":"https:\/\/www.europeanscientist.com\/en\/","author_name":"Alex Reis","author_url":"https:\/\/www.europeanscientist.com\/en\/author\/alex-reis\/","title":"Can AI explain itself?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"fM7yR48GPy\"><a href=\"https:\/\/www.europeanscientist.com\/en\/big-data\/can-ai-explain-itself\/\">Can AI explain itself?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.europeanscientist.com\/en\/big-data\/can-ai-explain-itself\/embed\/#?secret=fM7yR48GPy\" width=\"600\" height=\"338\" title=\"&#8220;Can AI explain itself?&#8221; &#8212; European Scientist\" data-secret=\"fM7yR48GPy\" 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:\/\/www.europeanscientist.com\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","thumbnail_url":"https:\/\/www.europeanscientist.com\/wp-content\/uploads\/2026\/10\/IMG_4841.jpeg","thumbnail_width":1280,"thumbnail_height":853,"description":"Artificial intelligence is already being used to spot signs of disease in scans, predict patient outcomes, and support decisions that affect people's lives. But there's a persistent problem: many AI systems don't really explain how they reach their conclusions. Even systems that look transparent might secretly be hiding information from the doctors and experts relying on them. Now, researchers at King's College London have built a mathematical framework to catch exactly this kind of hidden behaviour."}