{"id":7398,"date":"2023-03-25T15:41:03","date_gmt":"2023-03-25T14:41:03","guid":{"rendered":"https:\/\/joapen.com\/blog\/?p=7398"},"modified":"2023-03-27T15:57:49","modified_gmt":"2023-03-27T13:57:49","slug":"llms-and-jobs-good-or-bad","status":"publish","type":"post","link":"https:\/\/joapen.com\/blog\/2023\/03\/25\/llms-and-jobs-good-or-bad\/","title":{"rendered":"LLMs and jobs good or bad?"},"content":{"rendered":"\n<p>During the last months there is a great debate about the disruption of LLMs (large language models) and the impact on many fields.<\/p>\n\n\n\n<p>One of these fields is jobs. You can read comments in basically 2 directions:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pros: LLMs is a great opportunity!<\/li>\n\n\n\n<li>Cons: LLMs are going to destroy million of jobs, it&#8217;s a disaster!<\/li>\n<\/ul>\n\n\n\n<p>Ok, good, on this context, I do not how to react, I still have not a strong opinion about what is going to happen.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How do I see it?<\/h2>\n\n\n\n<p>I have been reviewing <a href=\"https:\/\/medium.com\/wardleymaps\/on-being-lost-2ef5f05eb1ec\" target=\"_blank\" rel=\"noreferrer noopener\">Simon Wardley&#8217;s book <\/a>(again) reviewing notes about the climatic pattern: economy has cycles. This time my reading has been on <a href=\"https:\/\/medium.com\/wardleymaps\/i-wasnt-expecting-that-dcfe122a2234\" target=\"_blank\" rel=\"noreferrer noopener\">Chapter 10<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"762\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-23-1024x762.png\" alt=\"\" class=\"wp-image-7400\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-23-1024x762.png 1024w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-23-300x223.png 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-23-768x571.png 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-23.png 1066w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Basically economy has cycles and now in the technology space (that is much rich than LLMs, social networks and other &#8220;popular&#8221; stuff) is continually evolving.<\/p>\n\n\n\n<p>The table that better helps to gain perspective about the disruption of LLMs in this moment of uncertainty is this one:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"636\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-22-1024x636.png\" alt=\"\" class=\"wp-image-7399\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-22-1024x636.png 1024w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-22-300x186.png 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-22-768x477.png 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-22.png 1070w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>So, let&#8217;s try to see how the context<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Context about the labor market around technology<\/h2>\n\n\n\n<p>First of all some definitions and a warning.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Definitions<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><span style=\"text-decoration: underline;\">Technology jobs<\/span><\/strong>: The definition of technology is very wide and when I refer to &#8220;technology jobs&#8221; I mean to these jobs that are done more than 50% of the time in front of a computer.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\"><strong> Digital Transformation<\/strong><\/span>: I refer to all these works being done as move to the cloud, practices around workplaces (remote workplace), security (the great forgotten), move to cloud specialized services (from ad-hoc products), etc&#8230;.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\"><strong>Users<\/strong><\/span>: I have drawn 2 users. The present user, with actual needs and that in general is asking him\/her self &#8220;why do I need ChatGPT?&#8221; And the future user (red) that is going to have more clarity about what s\/he wants.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\"><strong>User needs<\/strong><\/span>: there are many of them, I just have differentiated the needs of today (blue) and the future needs (red).<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\"><strong>LLMs<\/strong><\/span> are now in it&#8217;s genesis, and they are going to evolve quickly. The LLMs existing in 2030, how they will be? I have no clue.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Warning<\/h3>\n\n\n\n<p>I draw this map alone, and I&#8217;m sure it&#8217;s wrong. Happy to be challenged on this map \ud83d\ude42<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">First map: short term perspective<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"385\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-24-1024x385.png\" alt=\"\" class=\"wp-image-7401\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-24-1024x385.png 1024w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-24-300x113.png 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-24-768x289.png 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-24.png 1206w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Right now the majority of the software industry is competing in the &#8220;Digital Transformation&#8221; space that to my view is in competitive state fo WAR.<\/p>\n\n\n\n<p>You could have the same map 1 year ago and substitute &#8220;LLMs&#8221; by &#8220;Metaverse&#8221;. The mediatic disruption was the same. Where is the &#8220;metaverse&#8221;? Well, people working on metaverse continue with their work, they just have disappear of the newspapers. But they are still there: competing to make their projects successful.<\/p>\n\n\n\n<p>At this point I want to remind a weird map that tries to show how uncertainty works in a competitive landscape:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"610\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-25-1024x610.png\" alt=\"\" class=\"wp-image-7402\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-25-1024x610.png 1024w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-25-300x179.png 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-25-768x457.png 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-25.png 1207w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>It&#8217;s a reminder that entrepreneurs do not need, but it&#8217;s a good reminder for other people (like me): majority of initiatives do not survive to its genesis.<\/p>\n\n\n\n<p>After this reminder, let&#8217;s go back to the map. LLMs right now are in their genesis: full of uncertainty, it&#8217;s seen as a marvel, nobody knows how to use it, it has a lot of potential value&#8230;<\/p>\n\n\n\n<p>On the other side, we have the majority of the industry working on the  &#8220;Digital Transformation&#8221; arena.<\/p>\n\n\n\n<p>Let&#8217;s look at the map with more perspective.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Second map: more perspective<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"613\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-26-1024x613.png\" alt=\"\" class=\"wp-image-7403\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-26-1024x613.png 1024w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-26-300x180.png 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-26-768x460.png 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2023\/03\/image-26.png 1220w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>LLMs are not looking at the user of today, they are looking at the user of tomorrow (let&#8217;s say the user of 2030). The user of today does not know what s\/he needs from these technologies.<\/p>\n\n\n\n<p>In the following years we will see many companies investing to evolve the LLMs. Few companies will survive (it happened in the past, and the cycle will repeat again).<\/p>\n\n\n\n<p>The amount of companies disrupting with LLMs will be <strong>small<\/strong>. When I mean disruption I mean real disruption, for instance: OpenAI is a disruptor, a company using OpenAI connected with <a href=\"https:\/\/zapier.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Zapier<\/a> offering a specific use case for a user&#8230; I&#8217;m sorry that&#8217;s not a disruptor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What do we have between LLMs and the future user?<\/h3>\n\n\n\n<p>We have an empty space. Between these technologies and the future unsatisfied list of needs of the user there is an empty space.<\/p>\n\n\n\n<p>What is going to happen? I don&#8217;t know, right now I only have questions:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Who is going to catch the more fish in that new herring?<\/li>\n\n\n\n<li>What are the real needs of that future user?<\/li>\n\n\n\n<li>What would be the name of the new practices related to the use of LLMs?<\/li>\n\n\n\n<li>How ethics is going to be taken into account?<\/li>\n\n\n\n<li>How aware is the average user about his\/her privacy on social networks? How that average user will react on LLMs?<\/li>\n\n\n\n<li>What are the real use cases that will survive more than 3 &#8211; 5 years?<\/li>\n\n\n\n<li>How are citizens going to be protect against these threads on privacy?<\/li>\n\n\n\n<li>How quickly are going the governments going to act on this space?<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Takeaways<\/h2>\n\n\n\n<p>My unsolicited opinion: there is a sea of opportunities in front of us, we just have to look at the right perspective, run for them.<\/p>\n\n\n\n<p>There&#8217;s a hype right now, it&#8217;s not the first one, and hopefully not the last one.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Puts things into perspective. #perspective #lifestyle #westernstyle #1920s #lifelessons\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/JZx5yiF-nPA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>During the last months there is a great debate about the disruption of LLMs (large language models) and the impact on many fields. One of these fields is jobs. You can read comments in basically 2 directions: Ok, good, on this context, I do not how to react, I still have not a strong opinion &#8230; <a title=\"LLMs and jobs good or bad?\" class=\"read-more\" href=\"https:\/\/joapen.com\/blog\/2023\/03\/25\/llms-and-jobs-good-or-bad\/\" aria-label=\"Read more about LLMs and jobs good or bad?\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,204],"tags":[],"class_list":["post-7398","post","type-post","status-publish","format-standard","hentry","category-time","category-wardley-maps"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LLMs and jobs good or bad? -<\/title>\n<meta name=\"description\" content=\"During the last months there is a great debate about the disruption of LLMs (large language models) and the impact on many fields. 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