{"id":26442,"date":"2026-09-23T20:30:55","date_gmt":"2026-09-23T14:00:55","guid":{"rendered":"https:\/\/politicsrights.com\/?p=26442"},"modified":"2026-09-23T20:30:56","modified_gmt":"2026-09-23T14:00:56","slug":"beyond-facts-tacit-knowledge-in-an-ai-world","status":"publish","type":"post","link":"https:\/\/politicsrights.com\/es\/beyond-facts-tacit-knowledge-in-an-ai-world\/","title":{"rendered":"M\u00e1s all\u00e1 de los hechos: el conocimiento t\u00e1cito en un mundo de IA"},"content":{"rendered":"<p class=\"wp-block-paragraph\">The widespread diffusion of AI tools currently underway has stimulated an enormously increased interest in the nature of information.&nbsp;What is it, what types exist, where does it come from, how is it used, what is real and what is artificial?&nbsp; Artificial is seen as created by software, not by people.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La conversaci\u00f3n es intensa, <a href=\"https:\/\/www.mdpi.com\/2227-9709\/13\/3\/43\" target=\"_blank\" rel=\"noopener\">presente en todas las disciplinas acad\u00e9micas y en todo el mundo<\/a>.&nbsp;That discussion has raised the question: What about facts that are not obvious, hidden, the accumulation of experience and wisdom over time?&nbsp; That brings us to tacit knowledge.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 es el conocimiento t\u00e1cito?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Simply put, tacit knowledge is information that is buried in our subconscious minds and that we are not aware of until needed.&nbsp;For example, that gut feeling we get when something we see or are being told does not seem to make sense to us is one form of tacit knowledge at work.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><a href=\"https:\/\/link.amazon\/B0bR2Phmm\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"400\" src=\"https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/Beyond-the-Facts-book-cover.webp\" alt=\"Tacit Knowledge BOOK COVER\" class=\"wp-image-26449\" style=\"aspect-ratio:0.6249923223389227;width:357px;height:auto\" srcset=\"https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/Beyond-the-Facts-book-cover.webp 250w, https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/Beyond-the-Facts-book-cover-188x300.webp 188w, https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/Beyond-the-Facts-book-cover-8x12.webp 8w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">&nbsp;Tacit knowledge is also experiences that are learned.&nbsp; The most widely recognized example is what we learn by riding a bicycle.&nbsp; You can\u2019t give someone a book to read on learning to ride a bike. You have to mount one, pedal it around, fall down and eventually you know how to ride it. A cook who can sense when a dish is seasoned \u201cjust right,\u201d is another example.&nbsp;These are real bodies of knowledge\u2014facts if you will\u2014that shape how we respond to circumstances and take actions.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los estudiosos de la informaci\u00f3n ven el mundo como un mundo lleno de hechos que son expl\u00edcitos o t\u00e1citos. Los hechos expl\u00edcitos son aquellos que pueden transferirse con facilidad, por ejemplo por escrito o de forma oral: me llamo Jim y nac\u00ed el 7<sup>th<\/sup>, or Canada borders the USA.&nbsp;Tacit is anything that is not explicit, such as what the mind accumulates in the way of information necessary to ride a bike.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfPor qu\u00e9 nos importa el conocimiento t\u00e1cito?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Uno de los atributos clave de la IA es la capacidad de ese software para salir a Internet o entrar en archivos digitales, leerlo todo y extraer de all\u00ed respuestas a nuestras preguntas para crear textos de uso humano o para emprender acciones. Pero aquello de lo que se nutre es, por definici\u00f3n, expl\u00edcito, y, mediante reglas de software, extrae conclusiones y act\u00faa seg\u00fan c\u00f3mo analiza esos hechos. Sin embargo, hay un problema, porque los fil\u00f3sofos, las personas mayores, el clero, los neurocient\u00edficos y otros estudiosos de la informaci\u00f3n creen que en el mundo hay m\u00e1s conocimiento t\u00e1cito que expl\u00edcito.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>El conocimiento t\u00e1cito ha sido objeto de numerosos estudios por parte de fil\u00f3sofos, psic\u00f3logos, expertos en biblioteconom\u00eda y documentaci\u00f3n, historiadores y economistas durante d\u00e9cadas.&nbsp;<\/p><\/blockquote><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">AI experts believe that, too, and so are trying to get to that body of knowledge.&nbsp; Another problem is that we really don\u2019t know how much there is out there since over 8 billion people have unique collections of such information.&nbsp; Imagine for an AI system trying to learn how to ride a bicycle all on its own or trying to deal with one organization\u2019s unique circumstance, or the reader\u2019s specific issue.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For the rest of us in any profession or academic discipline, therefore, we need to understand the existence, nature and use of tacit knowledge far beyond what we have known before.&nbsp; Humans also know and believe that what they individually understand about their realities and desires is often more profoundly influenced by tacit knowledge than by \u201cthe facts.\u201d&nbsp; A prejudice that flies in the face of known explicit knowledge is a good example.&nbsp; That children of immigrants tend to do quite well in a new society is a fact, but if you don\u2019t like immigrants, you will deny that because your gut instinct\u2014prejudice\u2014tells you otherwise.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 estamos aprendiendo?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tacit knowledge has been the subject of much study by philosophers, psychologists, library information studies experts, historians, and economists for decades.&nbsp; Biologists are living in a golden age of discoveries about human and other animal brains, how they function, what they know, and so forth.&nbsp; Scientists are learning more these days than they have ever done in history.&nbsp; My research on tacit knowledge comes at the issue from history, its use in business and governmental environments, and how society uses it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I have documented how people need to use it to travel through their workdays and personal lives.&nbsp;They integrate, then combine, explicit and tacit knowledge to make decisions and take action.&nbsp;That combination is part of a larger integration of information in families, neighborhoods, businesses, and society at large.&nbsp;We are learning that human and animal societies develop a wide variety of sources of information into what is increasingly known as information ecosystems, where one collection of facts or tacit understanding affects other collections of information.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfC\u00f3mo se aprovechan las conexiones?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scholars are, first, identifying connections among bodies of explicit and tacit knowledge. Insights and discoveries in one discipline raise questions in other ones that can be studied to gain new insights, such as how computers\u2014AI\u2014can be shaped by what biologists learn about brain functions.&nbsp;Specialized journals are increasingly willing to publish articles, such as this one, which will accept papers from multiple fields, not just from political scientists.<\/p>\n\n\n\n<figure class=\"wp-block-pullquote alignleft\"><blockquote><p>Las instituciones acad\u00e9micas exploran y ense\u00f1an el conocimiento t\u00e1cito y las pr\u00e1cticas de miner\u00eda de datos.<\/p><\/blockquote><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Complex projects increasingly require the skills and knowledge of people from multiple disciplines.&nbsp; These are then studied to see what new information ecosystems emerge and look like.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los expertos tambi\u00e9n llevan sus ideas (su conocimiento t\u00e1cito) a empleos de otros campos; la \u00e9poca en que las personas pasaban toda su carrera en un mismo puesto o profesi\u00f3n se est\u00e1 desvaneciendo a medida que se desplazan, llevando el conocimiento t\u00e1cito a otros empleos, sectores y profesiones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cConnecting the dots\u201d is a byproduct of such behavior driven by a pervasive curiosity that one explains and which derives largely from tacit knowledge behavior.&nbsp;Effective performers go where the evidence takes them, such as when a grandparent suggests to their grandchild that they explore doing something different than originally intended, or that a mentor advises a young employee.&nbsp; Such users of tacit and explicit knowledge consciously try to build their own information infrastructures, such as reading journal articles in their profession, other media from different disciplines, asking questions, seeking out advice all over the place. They recognize that they swim in an ocean of unknown information that is interesting and of potential use to them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><a href=\"https:\/\/politicsrights.com\/es\/cooperation-intelligence-competition\/\" target=\"_self\">Las instituciones hacen lo mismo<\/a>. Forman a su personal de manera transversal en distintas \u00e1reas de informaci\u00f3n y competencias. Asignan mentores a empleados de todos los niveles de habilidad y jerarqu\u00eda. Incluso los directores ejecutivos y los presidentes de pa\u00edses recurren a menudo a mentores y asesores cuya \u00absabidur\u00eda\u00bb (es decir, conocimiento t\u00e1cito, experiencia) se valora y resulta eficaz. Las instituciones acad\u00e9micas exploran y ense\u00f1an el conocimiento t\u00e1cito y las pr\u00e1cticas de miner\u00eda de datos, por ejemplo integrando en sus cursos c\u00f3mo formular preguntas penetrantes, realizar investigaciones, aplicar la intuici\u00f3n, lidiar con la ambig\u00fcedad (un rasgo del conocimiento t\u00e1cito) y comunicar los resultados de su pensamiento.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfY entonces qu\u00e9?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Humans apply whatever they know to being safe and to nurturing their needs, be they physical or intellectual.&nbsp; Brain scientists\u2014my term for many academic disciplines\u2014and families and co-workers will tell you that all beings are driven by these two necessities.&nbsp; They are required of all living creatures.&nbsp; Their brains have developed to respond to these twin necessities.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To be effective requires a lifelong pursuit of all manner of information about the context in which anything and everything occurs.&nbsp; So far, the vast majority of context lies in the realm of the tacit, although AI is in hot pursuit of explicit and other forms of knowledge to provide a far richer description of the context in which something is known and acted upon.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Right now, explicit knowledge can add richly to our understanding of something, such as a history book about Greece before going there on vacation.&nbsp; It too is useful for understanding when to change jobs or professions.&nbsp; Tacit knowledge can, thus, rely on the role of contextual insights from a mentor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Another way we can think of the value of tacit knowledge is to apply it yourself.&nbsp; Understand when and how you have applied \u201cgut instinct,\u201d a \u201chunch\u201d or \u201cintuition\u201d?&nbsp; You may have done that when you thought, \u201cHmm?&nbsp; Maybe reading this article will be useful.\u201d&nbsp; Becoming aware of tacit knowledge will arm you as you engage with AI.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We are in the early stages of AI development and it is improving (changes) very fast, so one needs to become more knowledgeable about how information works.&nbsp;We no longer have a choice in the matter, because ignorance of that reality is\u2014my gut feeling\u2014detrimental to one\u2019s safety, professional and personal success, and happiness.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A riesgo de parecer que hago una burda publicidad de mi propio trabajo, cada una de las ideas expresadas en este art\u00edculo se explora con m\u00e1s detalle y con ejemplos en mi libro reciente, <a href=\"https:\/\/link.amazon\/B02JeMEv0\" target=\"_blank\" rel=\"noopener\"><em>Beyond the Facts<\/em> <\/a>(2025).&nbsp; It documents the context in which explicit and tacit knowledge interact and in which I argue, as I do here, that the two types coexist and that all humans apply both simultaneously.&nbsp; Like any reader, I will need to spend the rest of my life understanding the topic and figuring out how it interacts with AI, because AI software will be doing the same.&nbsp; Welcome to a new world in which the tacit and AI will dominate how we learn and act.&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>The widespread diffusion of AI tools currently underway has stimulated an enormously increased interest in the nature of information&#8230;<\/p>","protected":false},"author":204,"featured_media":26460,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":10,"footnotes":"","_ppma_block_editor_authors":""},"categories":[5,999],"tags":[749,184,785,1098],"ppma_author":[1233],"class_list":["post-26442","post","type-post","status-publish","format-standard","has-post-thumbnail","category-books","category-technology","tag-academia","tag-artificial-intelligence","tag-books","tag-technology"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","authors":[{"term_id":1233,"user_id":204,"is_guest":0,"slug":"james-w-cortada","display_name":"James W. Cortada","avatar_url":{"url":"https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/CortadaJW-1.jpg","url2x":"https:\/\/politicsrights.com\/wp-content\/uploads\/2026\/09\/CortadaJW-1.jpg"},"author_category":"1","user_url":"","last_name":"","first_name":"","job_title":"","description":"<p class=\"translation-block\">James W. Cortada es historiador y ha escrito m\u00e1s de una docena de libros sobre el papel de la informaci\u00f3n en las sociedades modernas. Es investigador s\u00e9nior en el Charles Babbage Institute de la Universidad de Minnesota (Twin Cities). Su libro m\u00e1s reciente es <em>Beyond the Facts: Tacit Knowledge and the Hidden Infrastructure of Our Informed Times<\/em> (Bloomsbury, 2025). Este se apoya en su estudio relacionado, <em>Today's Facts: Understanding the Current Evolution of Information<\/em> (Rowman &amp; Littlefield, 2025). Se le puede contactar en jcortada@umn.edu.<\/p>"}],"_links":{"self":[{"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/posts\/26442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/users\/204"}],"replies":[{"embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/comments?post=26442"}],"version-history":[{"count":16,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/posts\/26442\/revisions"}],"predecessor-version":[{"id":26467,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/posts\/26442\/revisions\/26467"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/media\/26460"}],"wp:attachment":[{"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/media?parent=26442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/categories?post=26442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/tags?post=26442"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/politicsrights.com\/es\/wp-json\/wp\/v2\/ppma_author?post=26442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}