1.0Amnesty Internationalhttps://www.amnesty.org/enrich600338<blockquote class="wp-embedded-content" data-secret="o4LuBBn1M9"><a href="https://www.amnesty.org/en/latest/research/2025/12/algorithmic-accountability-toolkit/">Algorithmic Accountability Toolkit</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://www.amnesty.org/en/latest/research/2025/12/algorithmic-accountability-toolkit/embed/#?secret=o4LuBBn1M9" width="600" height="338" title="“Algorithmic Accountability Toolkit” — Amnesty International" data-secret="o4LuBBn1M9" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script> /*! This file is auto-generated */ !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); //# sourceURL=https://www.amnesty.org/en/wp-includes/js/wp-embed.min.js </script> https://www.amnesty.org/en/wp-content/uploads/2025/12/PR-Banner_16-9.jpg19201080AI Lifecycle AI systems rely on a common set of processes, such as model conceptualization (defining the task the model aims to address), data collection, data processing, model design, model implementation, and model evaluation. These different components also commonly constitute the sequential stages when developing an AI system and are called the “AI lifecycle”. Algorithm […]