1.0Kotwelhttps://kotwel.com/vi/Kotwelhttps://kotwel.com/vi/author/admin/rich600338<blockquote class="wp-embedded-content" data-secret="yAeGyNpeGX"><a href="https://kotwel.com/vi/kb/physical-ai/">Physical AI</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://kotwel.com/vi/kb/physical-ai/embed/#?secret=yAeGyNpeGX" width="600" height="338" title="“Physical AI” — Kotwel" data-secret="yAeGyNpeGX" 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://kotwel.com/wp-includes/js/wp-embed.min.js </script> https://kotwel.com/wp-content/uploads/2026/08/physical-ai.webp1774887How learned intelligence moves into physical action, why state transitions make robot data difficult, and how the field shifted robot behavior out of engineered code and into datasets and learned parameters.