{"version":"1.0","provider_name":"Max Marmer","provider_url":"https:\/\/www.maxmarmer.com\/blog","author_name":"Max Marmer","author_url":"https:\/\/www.maxmarmer.com\/blog\/author\/maxmarmer\/","title":"Bottom Up & Top Down In Artificial Intelligence & Software - Max Marmer","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"GXvvzjVZyJ\"><a href=\"https:\/\/www.maxmarmer.com\/blog\/bottom-top-artificial-intelligence-software\/\">Bottom Up &#038; Top Down In Artificial Intelligence &#038; Software<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.maxmarmer.com\/blog\/bottom-top-artificial-intelligence-software\/embed\/#?secret=GXvvzjVZyJ\" width=\"600\" height=\"338\" title=\"&#8220;Bottom Up &#038; Top Down In Artificial Intelligence &#038; Software&#8221; &#8212; Max Marmer\" data-secret=\"GXvvzjVZyJ\" 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.maxmarmer.com\/blog\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","description":"Had a great talk with Wojciech Gryc a few days ago about the developmental trajectory of high growth software products. We discussed the synthetic combination of bottom up Machine Learning methods (Supervised and Unsupervised Learning, Deep Learning etc.) with top down Semantic Modeling techniques (Systems Theory, Integrated AQAL systems) and how a proper proportion of&nbsp;Continue Reading"}