{"id":6094,"date":"2021-03-23T16:39:01","date_gmt":"2021-03-23T20:39:01","guid":{"rendered":"https:\/\/mtechsystems.io\/?page_id=6094"},"modified":"2021-03-23T16:39:09","modified_gmt":"2021-03-23T20:39:09","slug":"the-power-of-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/mtechsystems.io\/pt\/podcast\/agcelerate\/the-power-of-artificial-intelligence\/","title":{"rendered":"O poder da intelig\u00eancia artificial"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6094\" class=\"elementor elementor-6094\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8f4682b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f4682b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_mouse&quot;:&quot;yes&quot;,&quot;background_motion_fx_mouseTrack_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_mouseTrack_direction&quot;:&quot;negative&quot;,&quot;background_motion_fx_mouseTrack_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fc0fb8c\" data-id=\"fc0fb8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-112a091 elementor-widget elementor-widget-heading\" data-id=\"112a091\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The Power of Artificial Intelligence<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36e1bc1 elementor-widget elementor-widget-html\" data-id=\"36e1bc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<iframe title=\"The Power of Artificial Intelligence\" allowtransparency=\"true\" height=\"600\" width=\"100%\" style=\"border: none;\" scrolling=\"no\" data-name=\"pb-iframe-player\" src=\"https:\/\/www.podbean.com\/player-v2\/?i=sdz2s-fe9fc5-pb&from=pb6admin&download=1&square=1&share=1&download=1&rtl=0&fonts=Arial&skin=1&btn-skin=3&size=450\" allowfullscreen=\"\"><\/iframe>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-588f7a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"588f7a5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9aa6c3c\" data-id=\"9aa6c3c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-21d7d0c elementor-widget elementor-widget-text-editor\" data-id=\"21d7d0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:00:31]<\/span> <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">Welcome, everyone. <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">My name is Nikolai <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">Shchetikhin<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> a<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">nd I have Jim Johnson with me. Hi, Jim, how you doing? <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">I&#8217;m<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> doing good, Nick, <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">and<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> you? <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">I&#8217;m<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> doing wonderful. Thank you. And today, <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">we&#8217;re<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> going to talk abou<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">t very interesting topic as usual. And today, this will be artificial <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW204462688 BCX4\">intelligence<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> and everything related to it. Things like machine learning and reinforcement learning. And we&#8217;ll try to answer the question, whether <\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW204462688 BCX4\">it&#8217;s<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\"> technology helping us in the indust<\/span><\/span><span class=\"TextRun SCXW204462688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW204462688 BCX4\">ry, or it is still more of a marketing hook.<\/span><\/span><span class=\"EOP SCXW204462688 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:01:09] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW232219478 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232219478 BCX4\">It&#8217;s<\/span><\/span><span class=\"TextRun SCXW232219478 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232219478 BCX4\"> interesting subject, Nick, last week, I was reading that by the end of 2024 75% of companies will move from piloting using AI to actually practical applications of it in their everyday business. <\/span><\/span><span class=\"TextRun SCXW232219478 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232219478 BCX4\">That<\/span><\/span><span class=\"TextRun SCXW232219478 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232219478 BCX4\">&#8216;ll<\/span><\/span><span class=\"TextRun SCXW232219478 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW232219478 BCX4\"> increase the amount of data being used for streaming by five times while it&#8217;s happening today.<\/span><\/span><\/span><span class=\"EOP SCXW232219478 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/p><p><span data-contrast=\"none\"><span style=\"color: #00aeef;\">[00:01:32]<\/span> <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW44165688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW44165688 BCX4\">Oh, wow. And I also know that within this pandemic context, <\/span><\/span><span class=\"TextRun SCXW44165688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW44165688 BCX4\">we&#8217;re<\/span><\/span><span class=\"TextRun SCXW44165688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW44165688 BCX4\"> already using artificial intelligence to predict the spread of the virus and <\/span><\/span><span class=\"TextRun SCXW44165688 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW44165688 BCX4\">measure how the effectiveness is going with the countermeasures, right. Yeah, and<\/span><\/span><span class=\"EOP SCXW44165688 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:01:54] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW124730331 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW124730331 BCX4\">I mean, there&#8217;s other smart ways, smarter ways as well, in terms of reinforcement learning is being applied to <\/span><\/span><span class=\"TextRun SCXW124730331 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW124730331 BCX4\">really do more complex problems. And in terms of our <\/span><\/span><span class=\"TextRun SCXW124730331 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW124730331 BCX4\">own logistics, particularly.<\/span><\/span><span class=\"EOP SCXW124730331 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:02:06] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">Right, so <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">let&#8217;s<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> look at what this terminology means and what it consists of, because it&#8217;s all over the news and all over the media, artificial intelligence, machine learning, reinforcement learning, but what does that me<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">an? So artificial intelligence is a general term. And machine learning is one of the main approaches in artificial intelligence. And under its umbrella, there are several different ways you can do it. And one of them is deep learning is when you use a lot <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">of data, a lot of historical data. And you can provide some insight or system rather giving <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW4352928 BCX4\">you<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> insight on <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">what&#8217;s<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> going on in it trying to simulate humans brain operation and behavior. The other method is reinforcement learning is when a computer is trying<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> to go through the process of attempts. And through the errors and successes, it&#8217;s improving itself, behavior and trying to figure out the optimal solution, more or less like you <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW4352928 BCX4\">going<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> through the maze and finding <\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">an<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\"> exit. And there is deep blue reinforcem<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">ent learning, which is a combination of deep learning and reinforcement learning where we use historical data in large, and we also going through the ma<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">ze<\/span><\/span><span class=\"TextRun SCXW4352928 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW4352928 BCX4\">.<\/span><\/span><\/span><span class=\"EOP SCXW4352928 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:03:40] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">It&#8217;s<\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\"> kind of interesting that explanation, but it does<\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\"> show<\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\"> the importance of your data <\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2 SCXW184722827 BCX4\">data<\/span><\/span> <span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">is, is the cleanliness of your data, the credibility around your data set is very, very important if you&#8217;re using <\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">machine learning techniques, or deep reinforcement learning. And <\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">it&#8217;s<\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\"> critical that because these models are using historic data to train them<\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">, that if you&#8217;re looking for accuracy of results, that data set needs to be accurate and credible, before you start training your <\/span><\/span><span class=\"TextRun SCXW184722827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW184722827 BCX4\">machine learning tool.<\/span><\/span><span class=\"EOP SCXW184722827 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0\u00a0\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:04:15] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">Yeah, exactly. Because if you think about it, and the result can be quite critical. It coul<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">d be <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 GrammarErrorHighlight SCXW78412369 BCX4\">some\u00a0<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 GrammarErrorHighlight SCXW78412369 BCX4\"> business<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> decision that is at stake. And also, like if we if we think about what <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">we have right now in the real world as an <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">examples of usage<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> of artificial intelligence. <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> for example, we all know about those <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">self driving<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> cars that are u<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">sing those technologies already. There are apps that are trying to help you and suggest you how to invest your money. <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">There&#8217;s<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> facial recognition technologies and with that, for example, there is quite popular, deep fa<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">ce<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> technology that can put your face on<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> anybody&#8217;s head face, for example, in the video, so you can end up in Tarantino movie. And also, there was quite scary example, because people trying to use those technologies and find a <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">ways<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> of using them. <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> Facebook in 2017, they created to chat bots, t<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">hey put them on two devices and let them talk to each other. And after a while they developed their own language, nobody could understand what <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\">they&#8217;re<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> saying. <\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW78412369 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW78412369 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW78412369 BCX4\"> they had to shut them down.<\/span><\/span><span class=\"EOP SCXW78412369 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:05:33] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">Wow, <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">that&#8217;s<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> amazing. And <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">there&#8217;s<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> another real application o<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">f machine learning within credit card. So American <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2 SCXW109333792 BCX4\">American<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> Express, they process something like a trillion <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW109333792 BCX4\">dollars worth<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> of transactions, and about 110 million card holders. <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW109333792 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> they&#8217;re using machine learning just to check for fraud than any other transact<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">ion that they go through. And you can imagine the sheer volume of data. <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW109333792 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\"> they&#8217;re using machine learning in order to try and look at testing where fraud is happening, and sorting that out. But also leveraging the data flows, to really connect cardholders <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">with <\/span><\/span><span class=\"TextRun SCXW109333792 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109333792 BCX4\">new products and different service ranges offer currencies and stuff offerings. So as a lot happening with machine learning, and in the real world today.<\/span><\/span><span class=\"EOP SCXW109333792 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0<\/span><\/p><p><span style=\"color: #2b304a;\" data-contrast=\"none\"><span style=\"color: #00aeef;\">[00:06:19]<\/span> <span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW263719251 BCX4\">Yeah, many applications and like, like bigger companies like Google is using machine <\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW263719251 BCX4\">learning to help their internal processes. <\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW263719251 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW263719251 BCX4\"> they&#8217;re use those algorithms to tune their hardware and coolers at their data warehouse to get the better sustainability of their business. And if we talk about more about like agriculture, there is a john <\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2 SCXW263719251 BCX4\">deer<\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2 SCXW263719251 BCX4\">e<\/span><\/span> <span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW263719251 BCX4\">who&#8217;s<\/span><\/span><span class=\"TextRun SCXW263719251 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW263719251 BCX4\"> already using artificial intelligence and visual data to define whether they need to spray crop with a pesticide.<\/span><\/span><span class=\"EOP SCXW263719251 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:07:00] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">Yeah, well, <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">let&#8217;s<\/span><\/span> <span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">look at it. I mean, in the poultry industry, <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">let&#8217;s<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> come back to home here. I mean, <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">there&#8217;s<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> a lot of op<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">portunities to <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">use AI within a poultry industry, some of them would be looking at planning, sort of forecasts and in plant and improving accuracy of forecasting and planning, and crunching large data sets to look at troubleshooting, where there are <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">problems in businesses, looking at s<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">cheduling<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> and logistics, maybe live bi<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">rd<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">s, getting them from the farms into the into the processing plant and managing and optimizing that logistics challenge. <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW40516697 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> there&#8217;s a lot there. And something we spoke about a c<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">ouple of weeks ago on a podcast was a <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">IoT<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">. So again, with the IoT, and <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">that&#8217;s<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> where we take in information from the broiler house. <\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW40516697 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\"> the breeder houses in real time, this huge amount of data sets, and that a lot of detail information. So again, applying a<\/span><\/span><span class=\"TextRun SCXW40516697 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW40516697 BCX4\">rtificial intelligence tools can help us crunch that data.<\/span><\/span><span class=\"EOP SCXW40516697 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:08:01] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">Yeah, exactly. <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW27727919 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> for example, like you said, there are like lots of complications in planning or in projections. and machine learning really can help with that. Because, for example, projec<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">ting the weight, <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">it&#8217;s<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> not only just projecting the birds that are currently sitting on the ground, and will be processed in a couple of weeks. But <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">it&#8217;s<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> also taking into consideration all the previous history of previous flocks for that, for example, farm o<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">r shed, or that area, or that region. <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW27727919 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> machine learning can really help here with projecting the weight and improve the accuracy of that projection. And if we&#8217;re talking about more complicated scenarios, where you really need to figure out what is the op<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">timal solution for this or for that we can talk about planning of the placements because you need to look at both ends for the supply and demand and figure out what&#8217;s the optimal placement schedule for the birds in order to have your eggs <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">produced<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> in order <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">to push them through the hatchery and have the chicks and then have the right number of birds<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> at<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> the proper <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">weight<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> to plan that&#8217;s a lot to consider. And this is where reinforcement learning can help because it&#8217;s trying to figure out that <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW27727919 BCX4\">task, but<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> attempting and<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> error and success. So <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">that&#8217;s<\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\"> really exciting. That&#8217;s I think <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">that&#8217;s the <\/span><\/span><span class=\"TextRun SCXW27727919 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW27727919 BCX4\">future<\/span><\/span><span class=\"EOP SCXW27727919 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\" data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:09:39] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\">Yeah<\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\">. <\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW93210590 BCX4\">So<\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\"> I mean seriously, there&#8217;s a lot of areas where we can apply artificial intelligence in the in the poultry industry today. And <\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\">there&#8217;s<\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\"> many ways it can help us improve the accuracy of planning and forecasting provide insights into production start to be more prescriptive about how we should grow our birds to optimize to become more competitive and ultimately to <\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\">add profitabi<\/span><\/span><span class=\"TextRun SCXW93210590 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93210590 BCX4\">lity to the business.<\/span><\/span><\/span><span class=\"EOP SCXW93210590 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><span style=\"color: #2b304a;\">\u00a0\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\" data-contrast=\"none\">[00:10:05] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\">Yeah. And <\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\">that&#8217;s<\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\"> really good. And like what you mentioned that the system is giving <\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW91010602 BCX4\">you<\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\"> insight or giving you like a prescription. But we still need to have proper people in place <\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\">in order to<\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\"> take the decision. Because if a <\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\">system is giving you a result, or giving you a suggestion or giving you a projection, you still need to have that experience <\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\">in order to<\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\"> take the right decision, where do you need to go? And with more and more technology in place, there still will be a ver<\/span><\/span><\/span><span class=\"TextRun SCXW91010602 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91010602 BCX4\"><span style=\"color: #2b304a;\">y high need in people with a good experience over there.<\/span>\u00a0<\/span><\/span><span class=\"EOP SCXW91010602 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\"><span style=\"color: #00aeef;\">[00:10:50]<\/span> <span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\">Yeah<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\">, <\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\">that&#8217;s<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\"> right to emphasize that Nik<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\"> and you know, just wrapping up really, it&#8217;s been an interesting discussion, we&#8217;ve talked about artificial intelligence and how we apply machine learn<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\">ing and reinforcement learning techniques and where they can be applied within the poultry industry within the modern poultry industry. And I guess <\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\">it&#8217;s<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\"> all really about how do we leverage that data set? How do we become more effective in the way we, we <\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW187016292 BCX4\">an<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW187016292 BCX4\">alyze<\/span><\/span><span class=\"TextRun SCXW187016292 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187016292 BCX4\"> and we utilize the data we have in the poultry industry? How do we use the software, the modern software tools to help us improve our performance and become more competitive?<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0\u00a0<\/span><\/p><p><span style=\"color: #00aeef;\">[00:11:24] <span style=\"color: #2b304a;\"><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">Yeah, exactly in Thanks, Jim, for this real nice wrap up. And for th<\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">ose who <\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">don&#8217;t<\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\"> want to miss any of the new episodes<\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">, please join us on LinkedIn, on Instagram and on Twitter. And I will see you in the next episode. <\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">Thank <\/span><\/span><span class=\"TextRun SCXW212536635 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW212536635 BCX4\">you. See you there.<\/span><\/span><span class=\"EOP SCXW212536635 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/span><\/span><span style=\"color: #2b304a;\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f8a0d1 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1f8a0d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/mtechsystems.io\/podcast\/agcelerate\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">see all podcasts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Power of Artificial Intelligence [00:00:31] Welcome, everyone. My name is Nikolai Shchetikhin and I have Jim Johnson with me. Hi, Jim, how you doing? I&#8217;m doing good, Nick, and you? I&#8217;m doing wonderful. Thank you. And today, we&#8217;re going to talk about very interesting topic as usual. And today, this will be artificial intelligence [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":4819,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-6094","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/pages\/6094","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/comments?post=6094"}],"version-history":[{"count":5,"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/pages\/6094\/revisions"}],"predecessor-version":[{"id":6105,"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/pages\/6094\/revisions\/6105"}],"up":[{"embeddable":true,"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/pages\/4819"}],"wp:attachment":[{"href":"https:\/\/mtechsystems.io\/pt\/wp-json\/wp\/v2\/media?parent=6094"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}