{"id":12530,"date":"2026-04-16T19:50:34","date_gmt":"2026-04-16T17:50:34","guid":{"rendered":"https:\/\/www.postgradospucv.cl\/?p=12530"},"modified":"2026-04-16T19:51:33","modified_gmt":"2026-04-16T17:51:33","slug":"mas-alla-del-loro-estocastico-claves-para-entender-los-avances-de-la-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/www.postgradospucv.cl\/index.php\/2026\/04\/16\/mas-alla-del-loro-estocastico-claves-para-entender-los-avances-de-la-inteligencia-artificial\/","title":{"rendered":"M\u00e1s all\u00e1 del \u201cloro estoc\u00e1stico\u201d: claves para entender los avances de la inteligencia artificial"},"content":{"rendered":"\n<p>El Mag\u00edster en Estad\u00edstica invita a la comunidad a participar en la charla \u201cM\u00e1s all\u00e1 del loro estoc\u00e1stico: distribuciones de probabilidad y razonamiento en LLMs\u201d, un espacio de reflexi\u00f3n que abordar\u00e1 el funcionamiento de los modelos de lenguaje actuales desde la mirada de la estad\u00edstica y la probabilidad.<\/p>\n\n\n\n<p>La actividad ser\u00e1 dictada por el acad\u00e9mico H\u00e9ctor Allende Cid, quien guiar\u00e1 a los asistentes en un recorrido que va desde el pre-entrenamiento de estos modelos, donde aprenden patrones del lenguaje humano hasta las t\u00e9cnicas m\u00e1s avanzadas de ajuste fino y aprendizaje por refuerzo que permiten mejorar su desempe\u00f1o.<\/p>\n\n\n\n<p>En este contexto, la charla propone revisar cr\u00edticamente la conocida idea del \u201cloro estoc\u00e1stico\u201d, que plantea que los modelos de inteligencia artificial solo imitan patrones, y contrastarla con los avances recientes en razonamiento y planificaci\u00f3n que hoy est\u00e1n desafiando esa visi\u00f3n.<\/p>\n\n\n\n<p>Se trata de una instancia especialmente relevante para quienes buscan comprender en profundidad el impacto de la inteligencia artificial en distintas \u00e1reas del conocimiento, as\u00ed como tambi\u00e9n para quienes desean fortalecer su formaci\u00f3n profesional en un entorno cada vez m\u00e1s marcado por el uso de estas tecnolog\u00edas.<\/p>\n\n\n\n<p>Detalles de la actividad<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modalidad: Online<\/li>\n\n\n\n<li>Fecha: 12 de mayo<\/li>\n\n\n\n<li>Hora: 16:00 hrs.<\/li>\n\n\n\n<li>Organiza: Coloquio de Investigaci\u00f3n \u2013 Mag\u00edster en Estad\u00edstica<\/li>\n<\/ul>\n\n\n\n<p>Esta es una oportunidad para detenerse, cuestionar y comprender mejor uno de los fen\u00f3menos tecnol\u00f3gicos m\u00e1s relevantes de la actualidad, desde una base s\u00f3lida en estad\u00edstica y probabilidad.<\/p>\n\n\n\n<p>\ud83d\udc49 <strong>Inscr\u00edbete aqu\u00ed:<\/strong> <a href=\"https:\/\/forms.gle\/6GUvGacwmEZfSHW1A\">https:\/\/forms.gle\/6GUvGacwmEZfSHW1A<\/a><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"12533\" src=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3-1024x1024.png\" alt=\"\" class=\"wp-image-12533\" srcset=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3-1024x1024.png 1024w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3-300x300.png 300w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3-150x150.png 150w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3-768x768.png 768w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-3.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"12532\" src=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1-1024x1024.png\" alt=\"\" class=\"wp-image-12532\" srcset=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1-1024x1024.png 1024w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1-300x300.png 300w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1-150x150.png 150w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1-768x768.png 768w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-1.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"12531\" src=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2-1024x1024.png\" alt=\"\" class=\"wp-image-12531\" srcset=\"https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2-1024x1024.png 1024w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2-300x300.png 300w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2-150x150.png 150w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2-768x768.png 768w, https:\/\/www.postgradospucv.cl\/wp-content\/uploads\/2026\/04\/Charla-12-de-mayo_imagen-3-Facebook-1080-x-1080-px-2.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>El Mag\u00edster en Estad\u00edstica invita a la comunidad a participar en la charla \u201cM\u00e1s all\u00e1 del loro estoc\u00e1stico: distribuciones de probabilidad y razonamiento en LLMs\u201d, un espacio de reflexi\u00f3n que abordar\u00e1 el funcionamiento de los modelos de lenguaje actuales desde la mirada de la estad\u00edstica y la probabilidad. La actividad ser\u00e1 dictada por el acad\u00e9mico [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":12534,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12530","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/posts\/12530","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/comments?post=12530"}],"version-history":[{"count":1,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/posts\/12530\/revisions"}],"predecessor-version":[{"id":12535,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/posts\/12530\/revisions\/12535"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/media\/12534"}],"wp:attachment":[{"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/media?parent=12530"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/categories?post=12530"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.postgradospucv.cl\/index.php\/wp-json\/wp\/v2\/tags?post=12530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}