{"id":23118,"date":"2024-09-15T09:19:38","date_gmt":"2024-09-15T09:19:38","guid":{"rendered":"https:\/\/bluecallom.com\/?p=23118"},"modified":"2024-09-15T09:19:38","modified_gmt":"2024-09-15T09:19:38","slug":"using-gpt-o1-in-agents","status":"publish","type":"post","link":"https:\/\/bluecallomaiacademy.com\/?p=23118","title":{"rendered":"Using GPT-o1 in Agents"},"content":{"rendered":"<div id=\"attachment_23121\" style=\"width: 1466px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-23121\" class=\"wp-image-23121 size-full\" src=\"http:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1.png\" alt=\"Using GPT-o1 in Agents with GPTBlue\" width=\"1456\" height=\"816\" srcset=\"https:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1.png 1456w, https:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1-300x168.png 300w, https:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1-1030x577.png 1030w, https:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1-768x430.png 768w, https:\/\/bluecallomaiacademy.com\/wp-content\/uploads\/2024\/09\/axelschultze_the_thinking_machine._Sitting_on_a_head_and_inje_391e2a0b-ec61-4369-b6e9-6c4ae64ff0f0_1-705x395.png 705w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\" \/><p id=\"caption-attachment-23121\" class=\"wp-caption-text\">Using GPT-o1 in Agents with GPTBlue<\/p><\/div>\n<p class=\"article-editor-content__paragraph article-editor-content__has-focus\">On Thursday this week, GPT-o1-preview was announced. We took the opportunity to run some tests. The outcome can be sensed in the title of this post. I just had to share our experience right away. It even affected tomorrow&#8217;s <a class=\"article-editor-content__link article-editor-content__link\" href=\"https:\/\/bluecallomaiacademy.com\/events\/gptblue-boot-camp-2-0\/\" rel=\"noopener noreferrer\">Boot Camp<\/a> where we will talk about the impact of &#8216;o1&#8217;.<\/p>\n<h2 class=\"article-editor-content__heading\">Open AI\u2019s new GPT-o1 is a quantum leap<\/h2>\n<p class=\"article-editor-content__paragraph\">we have tested the new model and have been deeply impressed. The most impressive result came from the most challenging test: &#8220;probing its level of ingenuity&#8221;. The result was almost shocking. I can say flat out \u2013 this model can THINK and you will experience it when using GPT-o1 in GPTBlue Agents very soon.<\/p>\n<h2 class=\"article-editor-content__heading\">Ingenuity Test<\/h2>\n<p class=\"article-editor-content__paragraph\"><strong>Test environment:<\/strong> We are building an <a class=\"article-editor-content__link article-editor-content__link\" href=\"https:\/\/bluecallomaiacademy.com\/autonomous-innovation-development\/\" rel=\"noopener noreferrer\">Autonomous Innovation system<\/a>, based on an award-winning innovation framework. We test ingenuity, creativity, and the level of disruption.<\/p>\n<p class=\"article-editor-content__paragraph\"><strong>The Test: <\/strong>build a geothermal energy generator and get to the earth\u2019s crust to a level where we have 500\u00b0C, the same heat that we have with nuclear power plants. This is at about 20 to 25 km depth.<\/p>\n<ul class=\"article-editor-content__bullet-list\">\n<li class=\"article-editor-content__list-item\">\n<p class=\"article-editor-content__paragraph\">The problem is that drilling that deep for many known physical limitations is impossible.<\/p>\n<\/li>\n<\/ul>\n<p class=\"article-editor-content__paragraph\">It took the \u2018Think-Machina GPT o1\u2019 only 2 prompts We gave it the above challenge.<\/p>\n<p class=\"article-editor-content__paragraph\"><strong>With the first prompt, it failed to get to a disruptive solution.<\/strong> <strong>In a second prompt, we asked to question every condition to get there.<\/strong> <strong>The answer was a disruptive solution within 245 seconds in total.<\/strong> The key aspect of the result is below. It reads as if the model is surprised about its own discovery.<\/p>\n<p><strong>The Test<\/strong><br \/>\nThe task is to build a geothermal energy generator and get to the earth&#8217;s crust to a level where we have 500\u00b0C, the same heat that we have with nuclear power plants. This is at about 20 to 25 km depth.<\/p>\n<ul>\n<li>The problem is that drilling that deep for many known physical limitations is impossible.<\/li>\n<\/ul>\n<p>It took the &#8216;Think-Machina GPT o1&#8217; only 2 prompts<br \/>\nWe gave it the above challenge.<\/p>\n<p><strong>With the first prompt it failed to get to a disruptive solution.<\/strong><br \/>\n<strong>In a second prompt, we ask to question every condition to get there<\/strong><br \/>\n<strong>The answer was a disruptive solution within 245 seconds in total<\/strong><br \/>\nThe key aspect of the result is below<br \/>\nIt reads as if the model is surprised about its own discovery.<\/p>\n<h2><strong>GPT\u2019s Answer:<\/strong><\/h2>\n<blockquote>\n<h3><strong>Mind-Bending Aspect<\/strong><\/h3>\n<p>By questioning the necessity of a\u00a0<strong>vertical<\/strong>\u00a0approach, we unlock a new paradigm for accessing deep geothermal energy:<\/p>\n<ul>\n<li><strong>Redefining \u201cDepth\u201d<\/strong>: Depth doesn\u2019t have to be measured purely in vertical terms. By combining horizontal and inclined tunneling, we can reach the same\u00a0<strong>geothermal horizons<\/strong>\u00a0without the limitations imposed by vertical shafts.<\/li>\n<li><strong>Bringing Equipment to the Heat<\/strong>: Transporting steam turbines and other heavy machinery through inclined tunnels is more practical than lowering them down vertical shafts. This approach allows us to set up fully functional power generation facilities deep underground.<\/li>\n<li><strong>New Industrial Frontiers<\/strong>: Establishing underground facilities at such depths could revolutionize not only energy production but also mining, scientific research, and underground construction techniques.<\/li>\n<\/ul>\n<\/blockquote>\n<p class=\"article-editor-content__paragraph article-editor-content__has-focus\">Countless scientists could not get there and came up with bizarre futuristic concepts. After the above answer, we know it is feasible today. We already can drill over 50 km long Tunnels and 500\u00b0C is nothing for today&#8217;s steel tools.<\/p>\n<p class=\"article-editor-content__paragraph\"><a class=\"article-editor-content__link article-editor-content__link\" href=\"https:\/\/bluecallomaiacademy.com\/autonomous-innovation-development\/\" rel=\"noopener noreferrer\">GPT-o1 in the next GPTBlue Agents<\/a> We will use GPT-o1-preview probably as early as next week within specific agents.<\/p>\n<h2 class=\"article-editor-content__heading\">Human Intelligence Augmentation<\/h2>\n<p class=\"article-editor-content__paragraph\">The ability to create disruptive solutions with AI may be frightening to many people. But that was also true of the concept that a train could run at a \u2018neck-breaking\u2019 speed of about 20km\/h (Adler in Nuremberg) on Dec 7, 1835. Everything thereafter is well-known history today.<\/p>\n<p class=\"article-editor-content__paragraph\">Imagine for a moment you can create disruptive innovation on demand. However, you still want an innovation that fits your company, for your specific audience, solving a known problem, and finding a way to bring it to market. We humans do things based on purpose (Human Mind) there are reasons to do that (reasoning) there is a company that has the need to be innovative (company specific) and so forth. <strong>It needs a human who sets such a process in motion<\/strong>. Augmenting our human intelligence doesn\u2019t mean WE get more intelligent but now that we have a crutch to solve problems that were impossible to solve before. We are not jealous of the train that can be faster than we can walk, or of an airplane that can fly and we cannot. Human ingenuity is this amazing gift to create tools for anything we can\u2019t do ourselves, AUGMENTS our limited capabilities and make them almost limitless. Another area where GPT-o1 is a quantum leap.<\/p>\n<blockquote class=\"article-editor-content__blockquote\">\n<p class=\"article-editor-content__paragraph\">Today, we begin augmenting our capability to think beyond our natural capacity.<\/p>\n<\/blockquote>\n<p class=\"article-editor-content__paragraph\">Today, Human Intelligence Augmentation has become a reality. With that, our vision to create solutions, that allow us to do things that were impossible before, is amplified.<\/p>\n<p class=\"article-editor-content__paragraph\">I\u2019d love to hear your thoughts.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>On Thursday this week, GPT-o1-preview was announced. We took the opportunity to run some tests. The outcome can be sensed in the title of this post. I just had to share our experience right away. It even affected tomorrow&#8217;s Boot Camp where we will talk about the impact of &#8216;o1&#8217;. Open AI\u2019s new GPT-o1 is [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":23121,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-23118","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/posts\/23118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23118"}],"version-history":[{"count":0,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/posts\/23118\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=\/wp\/v2\/media\/23121"}],"wp:attachment":[{"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23118"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23118"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bluecallomaiacademy.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}