{"id":50,"date":"2020-11-04T16:11:16","date_gmt":"2020-11-04T14:11:16","guid":{"rendered":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/?page_id=50"},"modified":"2023-09-13T17:05:34","modified_gmt":"2023-09-13T14:05:34","slug":"episodes","status":"publish","type":"page","link":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/episodes\/","title":{"rendered":"The Fifth Wave: AI narrated articles"},"content":{"rendered":"\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-1 wp-block-group-is-layout-flex\">\n\t<style>\n\t\t:root {\n\t\t\t--ssp-podcast-list-title-size: 16px;\n\t\t\t--ssp-podcast-list-cols: 1;\n\t\t}\n\t<\/style>\n\t<div class=\"ssp-podcast-list\">\n\t\t<div class=\"ssp-podcast-list__articles\">\n\t\t\t\t\t<article class=\"podcast-77 podcast type-podcast\">\n\t\t\t\t\t\t\t\t<h3>\n\t\t\t\t\t<a class=\"entry-title-link\" rel=\"bookmark\" href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast\/jakso-1-on-tama\/\">\n\t\t\t\t\t\tArticle Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t<div class=\"podcast-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n<div id=\"2761590159\" class=\"castos-player dark-mode\" data-episode=\"77\" data-player_id=\"2761590159\">\n\t<div class=\"player\">\n\t\t<div class=\"player__main\">\n\t\t\t<div class=\"player__artwork player__artwork-77\">\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/robot-narrator-150x150.jpg\" alt=\"Tuta Audiobooks\" title=\"Tuta Audiobooks\">\n\t\t\t<\/div>\n\t\t\t<div class=\"player__body\">\n\t\t\t\t<div class=\"currently-playing\">\n\t\t\t\t\t<div class=\"show player__podcast-title\">\n\t\t\t\t\t\tTuta Audiobooks\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"episode-title player__episode-title\">Article Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"play-progress\">\n\t\t\t\t\t<div class=\"play-pause-controls\">\n\t\t\t\t\t\t<button title=\"Play\" class=\"play-btn\">\n\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Play Episode<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<button title=\"Pause\" class=\"pause-btn hide\">\n\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Pause Episode<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/plugins\/seriously-simple-podcasting\/assets\/css\/images\/player\/images\/icon-loader.svg\" class=\"ssp-loader hide\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div>\n\t\t\t\t\t\t<audio preload=\"none\" class=\"clip clip-77\">\n\t\t\t\t\t\t\t<source src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-player\/77\/jakso-1-on-tama.mp3\">\n\t\t\t\t\t\t<\/audio>\n\t\t\t\t\t\t<div class=\"ssp-progress\" role=\"progressbar\" title=\"Seek\">\n\t\t\t\t\t\t\t<span class=\"progress__filled\"><\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"ssp-playback playback\">\n\t\t\t\t\t\t\t<div class=\"playback__controls\">\n\t\t\t\t\t\t\t\t<button class=\"player-btn__volume\" title=\"Mute\/Unmute\">\n\t\t\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Mute\/Unmute Episode<\/span>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<button data-skip=\"-10\" class=\"player-btn__rwd\" title=\"Rewind 10 seconds\">\n\t\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Rewind 10 Seconds<\/span>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<button data-speed=\"1\" class=\"player-btn__speed\" title=\"Playback Speed\">1x<\/button>\n\t\t\t\t\t\t\t\t<button data-skip=\"30\" class=\"player-btn__fwd\" title=\"Fast Forward 30 seconds\">\n\t\t\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Fast Forward 30 seconds<\/span>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"playback__timers\">\n\t\t\t\t\t\t\t\t<time class=\"ssp-timer\">00:00<\/time>\n\t\t\t\t\t\t\t\t<span>\/<\/span>\n\t\t\t\t\t\t\t\t<!-- We need actual duration here from the server -->\n\t\t\t\t\t\t\t\t<time class=\"ssp-duration\">1:02:37<\/time>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<nav class=\"player-panels-nav\">\n\t\t\t\t\t\t\t\t\t\t\t<button class=\"subscribe-btn\" id=\"subscribe-btn-77\" title=\"Subscribe\">Subscribe<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button class=\"share-btn\" id=\"share-btn-77\" title=\"Share\">Share<\/button>\n\t\t\t\t\t\t\t\t\t<\/nav>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t<div class=\"player-panels player-panels-77\">\n\t\t\t\t<div class=\"subscribe player-panel subscribe-77\">\n\t\t\t<div class=\"close-btn close-btn-77\">\n\t\t\t\t<span><\/span>\n\t\t\t\t<span><\/span>\n\t\t\t<\/div>\n\t\t\t<div class=\"panel__inner\">\n\t\t\t\t<div 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href=&quot;https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast\/jakso-1-on-tama\/&quot;&gt;Article Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization&lt;\/a&gt;&lt;\/blockquote&gt;&lt;iframe sandbox=&quot;allow-scripts&quot; security=&quot;restricted&quot; src=&quot;https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast\/jakso-1-on-tama\/embed\/#?secret=TmnOvmr1Xm&quot; width=&quot;500&quot; height=&quot;350&quot; title=&quot;&#8220;Article Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization&#8221; &#8212; TuTa Audiobooks&quot; data-secret=&quot;TmnOvmr1Xm&quot; frameborder=&quot;0&quot; marginwidth=&quot;0&quot; marginheight=&quot;0&quot; scrolling=&quot;no&quot; class=&quot;wp-embedded-content&quot;&gt;&lt;\/iframe&gt;&lt;script&gt;\n\/*! This file is auto-generated *\/\n!function(c,d){&quot;use strict&quot;;var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll(&#039;iframe[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),n=d.querySelectorAll(&#039;blockquote[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),o=new RegExp(&quot;^https?:$&quot;,&quot;i&quot;),l=0;l&lt;n.length;l++)n[l].style.display=&quot;none&quot;;for(l=0;l&lt;i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(&quot;style&quot;),&quot;height&quot;===t.message){if(1e3&lt;(s=parseInt(t.value,10)))s=1e3;else if(~~s&lt;200)s=200;r.height=s}if(&quot;link&quot;===t.message)if(s=d.createElement(&quot;a&quot;),a=d.createElement(&quot;a&quot;),s.href=r.getAttribute(&quot;src&quot;),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(&quot;message&quot;,c.wp.receiveEmbedMessage,!1),d.addEventListener(&quot;DOMContentLoaded&quot;,t,!1),c.addEventListener(&quot;load&quot;,t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(&quot;MSIE 10&quot;),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(&quot;iframe.wp-embedded-content&quot;),n=0;n&lt;i.length;n++){if(!(r=(t=i[n]).getAttribute(&quot;data-secret&quot;)))r=Math.random().toString(36).substr(2,10),t.src+=&quot;#?secret=&quot;+r,t.setAttribute(&quot;data-secret&quot;,r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(&quot;security&quot;),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:&quot;ready&quot;,secret:r},&quot;*&quot;)}}}}(window,document);\n&lt;\/script&gt;\n' title=\"Embed Code\"\n\t\t\t\t\t       class=\"input-embed input-embed-77\" readonly\/>\n\t\t\t\t<\/div>\n\t\t\t\t<button class=\"copy-embed copy-embed-77\" title=\"Copy Embed Code\"><\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<\/div>\n<div class=\"podcast_meta\"><aside><p><a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/77\/jakso-1-on-tama.mp3?ref=download\" title=\"Article Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization \" class=\"podcast-meta-download\">Download file<\/a> | <a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/77\/jakso-1-on-tama.mp3?ref=new_window\" target=\"_blank\" title=\"Article Introduction &#8211; Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper Personalization and Mass Servitization \" class=\"podcast-meta-new-window\">Play in new window<\/a> | <span class=\"podcast-meta-duration\">Duration: 1:02:37<\/span> | <span class=\"podcast-meta-date\">Recorded on 11\/09\/2023<\/span><\/p><\/aside><\/div><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>The ever-progressing digitalization of the economy and society is unlocking new opportunities for organizations engaging in services. We are in the middle of a transformation of the service sector that can be likened to the advent of mass production in the 1940s. Based on recent advances and developments in artificial intelligence, digital platforms, and blockchain [&hellip;]<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t<article class=\"podcast-88 podcast type-podcast\">\n\t\t\t\t\t\t\t\t<h3>\n\t\t\t\t\t<a class=\"entry-title-link\" rel=\"bookmark\" href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast\/chapter-2-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodological-advancements\/\">\n\t\t\t\t\t\tArticle One &#8211; Estimating Firm Digitalization: A Method for Disaggregating Sector-level Digital Intensity to Firm-level\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t<div class=\"podcast-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n<div id=\"3297101197\" class=\"castos-player dark-mode\" data-episode=\"88\" data-player_id=\"3297101197\">\n\t<div class=\"player\">\n\t\t<div class=\"player__main\">\n\t\t\t<div class=\"player__artwork player__artwork-88\">\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/robot-narrator-150x150.jpg\" alt=\"Tuta Audiobooks\" title=\"Tuta Audiobooks\">\n\t\t\t<\/div>\n\t\t\t<div class=\"player__body\">\n\t\t\t\t<div class=\"currently-playing\">\n\t\t\t\t\t<div class=\"show player__podcast-title\">\n\t\t\t\t\t\tTuta Audiobooks\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"episode-title player__episode-title\">Article One &#8211; Estimating Firm Digitalization: A Method for Disaggregating Sector-level Digital Intensity to Firm-level<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"play-progress\">\n\t\t\t\t\t<div class=\"play-pause-controls\">\n\t\t\t\t\t\t<button title=\"Play\" class=\"play-btn\">\n\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Play Episode<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<button title=\"Pause\" class=\"pause-btn hide\">\n\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Pause Episode<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/plugins\/seriously-simple-podcasting\/assets\/css\/images\/player\/images\/icon-loader.svg\" class=\"ssp-loader hide\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div>\n\t\t\t\t\t\t<audio preload=\"none\" class=\"clip clip-88\">\n\t\t\t\t\t\t\t<source src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-player\/88\/chapter-2-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodological-advancements.mp3\">\n\t\t\t\t\t\t<\/audio>\n\t\t\t\t\t\t<div class=\"ssp-progress\" role=\"progressbar\" title=\"Seek\">\n\t\t\t\t\t\t\t<span class=\"progress__filled\"><\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"ssp-playback playback\">\n\t\t\t\t\t\t\t<div class=\"playback__controls\">\n\t\t\t\t\t\t\t\t<button class=\"player-btn__volume\" title=\"Mute\/Unmute\">\n\t\t\t\t\t\t\t\t\t<span class=\"screen-reader-text\">Mute\/Unmute 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This file is auto-generated *\/\n!function(c,d){&quot;use strict&quot;;var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll(&#039;iframe[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),n=d.querySelectorAll(&#039;blockquote[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),o=new RegExp(&quot;^https?:$&quot;,&quot;i&quot;),l=0;l&lt;n.length;l++)n[l].style.display=&quot;none&quot;;for(l=0;l&lt;i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(&quot;style&quot;),&quot;height&quot;===t.message){if(1e3&lt;(s=parseInt(t.value,10)))s=1e3;else if(~~s&lt;200)s=200;r.height=s}if(&quot;link&quot;===t.message)if(s=d.createElement(&quot;a&quot;),a=d.createElement(&quot;a&quot;),s.href=r.getAttribute(&quot;src&quot;),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(&quot;message&quot;,c.wp.receiveEmbedMessage,!1),d.addEventListener(&quot;DOMContentLoaded&quot;,t,!1),c.addEventListener(&quot;load&quot;,t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(&quot;MSIE 10&quot;),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(&quot;iframe.wp-embedded-content&quot;),n=0;n&lt;i.length;n++){if(!(r=(t=i[n]).getAttribute(&quot;data-secret&quot;)))r=Math.random().toString(36).substr(2,10),t.src+=&quot;#?secret=&quot;+r,t.setAttribute(&quot;data-secret&quot;,r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(&quot;security&quot;),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:&quot;ready&quot;,secret:r},&quot;*&quot;)}}}}(window,document);\n&lt;\/script&gt;\n' title=\"Embed Code\"\n\t\t\t\t\t       class=\"input-embed input-embed-88\" readonly\/>\n\t\t\t\t<\/div>\n\t\t\t\t<button class=\"copy-embed copy-embed-88\" title=\"Copy Embed Code\"><\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<\/div>\n<div class=\"podcast_meta\"><aside><p><a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/88\/chapter-2-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodological-advancements.mp3?ref=download\" title=\"Article One &#8211; Estimating Firm Digitalization: A Method for Disaggregating Sector-level Digital Intensity to Firm-level \" class=\"podcast-meta-download\">Download file<\/a> | <a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/88\/chapter-2-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodological-advancements.mp3?ref=new_window\" target=\"_blank\" title=\"Article One &#8211; Estimating Firm Digitalization: A Method for Disaggregating Sector-level Digital Intensity to Firm-level \" class=\"podcast-meta-new-window\">Play in new window<\/a> | <span class=\"podcast-meta-duration\">Duration: 55:57<\/span> | <span class=\"podcast-meta-date\">Recorded on 12\/09\/2023<\/span><\/p><\/aside><\/div><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>The digital transformation of firms plays an increasingly important role in the economy and society. However, limited access to data on firm-level digital intensity is an impediment to advancement of multiple research projects concerned with firm digitalization. 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This file is auto-generated *\/\n!function(c,d){&quot;use strict&quot;;var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll(&#039;iframe[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),n=d.querySelectorAll(&#039;blockquote[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),o=new RegExp(&quot;^https?:$&quot;,&quot;i&quot;),l=0;l&lt;n.length;l++)n[l].style.display=&quot;none&quot;;for(l=0;l&lt;i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(&quot;style&quot;),&quot;height&quot;===t.message){if(1e3&lt;(s=parseInt(t.value,10)))s=1e3;else if(~~s&lt;200)s=200;r.height=s}if(&quot;link&quot;===t.message)if(s=d.createElement(&quot;a&quot;),a=d.createElement(&quot;a&quot;),s.href=r.getAttribute(&quot;src&quot;),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(&quot;message&quot;,c.wp.receiveEmbedMessage,!1),d.addEventListener(&quot;DOMContentLoaded&quot;,t,!1),c.addEventListener(&quot;load&quot;,t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(&quot;MSIE 10&quot;),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(&quot;iframe.wp-embedded-content&quot;),n=0;n&lt;i.length;n++){if(!(r=(t=i[n]).getAttribute(&quot;data-secret&quot;)))r=Math.random().toString(36).substr(2,10),t.src+=&quot;#?secret=&quot;+r,t.setAttribute(&quot;data-secret&quot;,r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(&quot;security&quot;),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:&quot;ready&quot;,secret:r},&quot;*&quot;)}}}}(window,document);\n&lt;\/script&gt;\n' title=\"Embed Code\"\n\t\t\t\t\t       class=\"input-embed input-embed-84\" readonly\/>\n\t\t\t\t<\/div>\n\t\t\t\t<button class=\"copy-embed copy-embed-84\" title=\"Copy Embed Code\"><\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<\/div>\n<div class=\"podcast_meta\"><aside><p><a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/84\/chapter-two-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodoligical-advancements.mp3?ref=download\" title=\"Article Two &#8211; AI Diffusion Monitoring among S&#038;P500 Companies: Empirical Results and Methodoligical Advancements \" class=\"podcast-meta-download\">Download file<\/a> | <a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/84\/chapter-two-ai-diffusion-monitoring-among-sp500-companies-empirical-results-and-methodoligical-advancements.mp3?ref=new_window\" target=\"_blank\" title=\"Article Two &#8211; AI Diffusion Monitoring among S&#038;P500 Companies: Empirical Results and Methodoligical Advancements \" class=\"podcast-meta-new-window\">Play in new window<\/a> | <span class=\"podcast-meta-duration\">Duration: 1:32:05<\/span> | <span class=\"podcast-meta-date\">Recorded on 12\/09\/2023<\/span><\/p><\/aside><\/div><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>The digital transformation of firms plays an increasingly important role in the economy and society. However, limited access to data on firm-level digital intensity is an impediment to advancement of multiple research projects concerned with firm digitalization. To alleviate this challenge, this paper proposes a method for estimating firm-level digital intensity based on other more [&hellip;]<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t\t<article class=\"podcast-90 podcast type-podcast\">\n\t\t\t\t\t\t\t\t<h3>\n\t\t\t\t\t<a class=\"entry-title-link\" rel=\"bookmark\" href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast\/chapter-3-what-have-we-learned-about-machine-learning-a-meta-analysis\/\">\n\t\t\t\t\t\tArticle Three &#8211; What Have We Learned About Machine Learning? A Meta Analysis\t\t\t\t\t<\/a>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t<div class=\"podcast-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n<div id=\"551956140\" class=\"castos-player dark-mode\" data-episode=\"90\" data-player_id=\"551956140\">\n\t<div class=\"player\">\n\t\t<div class=\"player__main\">\n\t\t\t<div class=\"player__artwork player__artwork-90\">\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/robot-narrator-150x150.jpg\" alt=\"Tuta Audiobooks\" title=\"Tuta Audiobooks\">\n\t\t\t<\/div>\n\t\t\t<div class=\"player__body\">\n\t\t\t\t<div class=\"currently-playing\">\n\t\t\t\t\t<div class=\"show player__podcast-title\">\n\t\t\t\t\t\tTuta Audiobooks\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"episode-title player__episode-title\">Article Three &#8211; What Have We Learned About Machine Learning? 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This file is auto-generated *\/\n!function(c,d){&quot;use strict&quot;;var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll(&#039;iframe[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),n=d.querySelectorAll(&#039;blockquote[data-secret=&quot;&#039;+t.secret+&#039;&quot;]&#039;),o=new RegExp(&quot;^https?:$&quot;,&quot;i&quot;),l=0;l&lt;n.length;l++)n[l].style.display=&quot;none&quot;;for(l=0;l&lt;i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(&quot;style&quot;),&quot;height&quot;===t.message){if(1e3&lt;(s=parseInt(t.value,10)))s=1e3;else if(~~s&lt;200)s=200;r.height=s}if(&quot;link&quot;===t.message)if(s=d.createElement(&quot;a&quot;),a=d.createElement(&quot;a&quot;),s.href=r.getAttribute(&quot;src&quot;),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(&quot;message&quot;,c.wp.receiveEmbedMessage,!1),d.addEventListener(&quot;DOMContentLoaded&quot;,t,!1),c.addEventListener(&quot;load&quot;,t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(&quot;MSIE 10&quot;),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(&quot;iframe.wp-embedded-content&quot;),n=0;n&lt;i.length;n++){if(!(r=(t=i[n]).getAttribute(&quot;data-secret&quot;)))r=Math.random().toString(36).substr(2,10),t.src+=&quot;#?secret=&quot;+r,t.setAttribute(&quot;data-secret&quot;,r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(&quot;security&quot;),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:&quot;ready&quot;,secret:r},&quot;*&quot;)}}}}(window,document);\n&lt;\/script&gt;\n' title=\"Embed Code\"\n\t\t\t\t\t       class=\"input-embed input-embed-90\" readonly\/>\n\t\t\t\t<\/div>\n\t\t\t\t<button class=\"copy-embed copy-embed-90\" title=\"Copy Embed Code\"><\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<\/div>\n<div class=\"podcast_meta\"><aside><p><a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/90\/chapter-3-what-have-we-learned-about-machine-learning-a-meta-analysis.mp3?ref=download\" title=\"Article Three &#8211; What Have We Learned About Machine Learning? A Meta Analysis \" class=\"podcast-meta-download\">Download file<\/a> | <a href=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/podcast-download\/90\/chapter-3-what-have-we-learned-about-machine-learning-a-meta-analysis.mp3?ref=new_window\" target=\"_blank\" title=\"Article Three &#8211; What Have We Learned About Machine Learning? A Meta Analysis \" class=\"podcast-meta-new-window\">Play in new window<\/a> | <span class=\"podcast-meta-duration\">Duration: 56:37<\/span> | <span class=\"podcast-meta-date\">Recorded on 12\/09\/2023<\/span><\/p><\/aside><\/div><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Recent advances in machine learning (ML) have triggered many firms to try putting the technology into commercial use. However, the creation of ML-based organizational capabilities remains a major challenge. With the aim of extending our understanding of organizational capabilities, this paper takes a socio-technical system perspective on the microfoundations of capabilities, develops an integrative conceptual [&hellip;]<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t<div class=\"ssp-podcast-list__pagination\"><\/div>\t<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 43%\"><div class=\"wp-block-media-text__content\">\n<p><strong>Aalto University<\/strong><br>Department of Industrial Engineering and Management (TUTA) <br>Maarintie 8, 02150 Espoo<br>Finland<\/p>\n\n\n\n<p>Visit Tuta <a href=\"https:\/\/www.aalto.fi\/en\/department-of-industrial-engineering-and-management\" data-type=\"link\" data-id=\"https:\/\/www.aalto.fi\/en\/department-of-industrial-engineering-and-management\">website<\/a><br>Follow Tuta on <a href=\"https:\/\/twitter.com\/AaltoTUTA\" data-type=\"link\" data-id=\"https:\/\/twitter.com\/AaltoTUTA\">X <\/a><br>Follow Tuta on <a href=\"https:\/\/www.linkedin.com\/company\/aalto-university-department-of-industrial-engineering-and-management\/?viewAsMember=true\" data-type=\"link\" data-id=\"https:\/\/www.linkedin.com\/company\/aalto-university-department-of-industrial-engineering-and-management\/?viewAsMember=true\">LinkedIn<\/a><\/p>\n\n\n\n<p><\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" loading=\"lazy\" width=\"775\" height=\"699\" src=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/02_FULLCOLOR_2-1.png\" alt=\"\" class=\"wp-image-166 size-full\" srcset=\"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/02_FULLCOLOR_2-1.png 775w, https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/02_FULLCOLOR_2-1-512x462.png 512w, https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-content\/uploads\/2023\/09\/02_FULLCOLOR_2-1-768x693.png 768w\" sizes=\"(max-width: 775px) 100vw, 775px\" \/><\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Aalto UniversityDepartment of Industrial Engineering and Management (TUTA) Maarintie 8, 02150 EspooFinland Visit Tuta websiteFollow Tuta on X Follow Tuta on LinkedIn<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"episode_type":"","audio_file":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","filesize_raw":"","footnotes":""},"_links":{"self":[{"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/pages\/50"}],"collection":[{"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/comments?post=50"}],"version-history":[{"count":14,"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/pages\/50\/revisions"}],"predecessor-version":[{"id":209,"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/pages\/50\/revisions\/209"}],"wp:attachment":[{"href":"https:\/\/podcast.aalto.fi\/tuta-audiobooks\/wp-json\/wp\/v2\/media?parent=50"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}