{"id":2369,"date":"2026-10-09T13:48:49","date_gmt":"2026-10-09T11:48:49","guid":{"rendered":"https:\/\/www.cjvt.si\/llm4dh\/?p=2369"},"modified":"2026-10-09T13:53:17","modified_gmt":"2026-10-09T11:53:17","slug":"meje-razumevanja-kako-umetna-inteligenca-resuje-probleme","status":"publish","type":"post","link":"https:\/\/www.cjvt.si\/llm4dh\/blog\/meje-razumevanja-kako-umetna-inteligenca-resuje-probleme\/","title":{"rendered":"Meje razumevanja: kako umetna inteligenca re\u0161uje probleme?"},"content":{"rendered":"<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock  '   itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Na Institutu \u201cJo\u017eef Stefan\u201d je 9. oktobra 2026 v okviru Slovenske konference o umetni inteligenci potekala okrogla miza z naslovom Meje razumevanja: kako umetna inteligenca re\u0161uje probleme? Na okrogli mizi so sodelovali <strong>dr. Marko Robnik-\u0160ikonja<\/strong>, <strong>dr. Olga Marki\u010d<\/strong>, <strong>Filip Dobrani\u0107<\/strong> in <strong>dr. Ivan Bratko<\/strong>. Moderirala jo je <strong>Zoja An\u017eur<\/strong>. <\/span><span style=\"font-weight: 400;\">Osrednje vpra\u0161anje okrogle mize je bilo, ali je razumevanje za uspe\u0161no in varno delovanje umetne inteligence sploh potrebno ter kak\u0161no vlogo imajo pri njem jezik, multimodalnost in izku\u0161nja sveta.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zoja An\u017eur je pogovor odprla s predstavitvijo Searlovega miselnega eksperimenta kitajske sobe. V zaprti sobi sedi \u010dlovek, ki ne govori kitajsko. Zunaj sobe mu ljudje po\u0161iljajo vpra\u0161anja, napisana v kitaj\u0161\u010dini. V sobi ima na voljo navodila, kako naj sprejete simbole obdeluje in katere naj po\u0161lje nazaj. \u010ce navodilom sledi, daje prepri\u010dljive odgovore in ljudje zunaj sobe menijo, da zna kitajsko. Nauk zgodbe je, da sposobnost pravilnega obdelovanja informacij ne pomeni tudi njihovega razumevanja.<\/span><\/p>\n<h5><\/h5>\n<h5><strong>Kaj je razumevanje?<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">V prvem delu okrogle mize se je razprava vrtela okrog vpra\u0161anja, kaj sploh pomeni razumevanje ne\u010desa. Filip Dobrani\u0107, raziskovalec na In\u0161titutu za novej\u0161o zgodovino, je izpostavil, da je v razpravah, ki vklju\u010dujejo stroje in inteligenco, potrebna previdnost: <em>\u201cO razumevanju lahko govorimo samo v navezavi na subjekt, stroji pa to niso.\u201d <\/em>Marko Robnik-\u0160ikonja je poudaril, da miselni eksperiment kitajske sobe ka\u017ee na podobnosti med umetno inteligenco in \u010dlovekom:<em> \u201cKo ljudje re\u0161ujejo nek problem, se v mo\u017eganih izvaja nek nevronski algoritem. Podobno je tudi pri umetni inteligenci.\u201d<\/em> Olga Marki\u010d je v razpravi poudarila, da razumevanje ni enozna\u010dno: <em>\u201cImamo razli\u010dne plasti razumevanja in velikokrat smo, tudi v znanosti, v paradoksih in iluzijah, ko smo prepri\u010dani, da nekaj razumemo, v resnici pa temu ni tako.\u201d<\/em><\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ivan Bratko je v povezavi z razumevanjem izpostavil, da umetni inteligenci ne bi pripisal zmo\u017enosti razumevanja, bi pa pripisal zmo\u017enost manifestiranja razumevanja. Marko Robnik-\u0160ikonja je ob tem dejal, da gre pri razpravi o razumevanju za problem rabe jezika: <em>\u201cZa stroje uporabljamo kup \u010dlove\u0161kih besed, kot so razumevanje, u\u010denje in dokazovanje. Vendar to pri strojih in ljudeh ni enako.\u201d<\/em> Slednje je ponazoril z razlago koncepta nazob\u010dane inteligence: <em>\u201cNekatere probleme umetnointeligen\u010dni sistemi re\u0161ujejo zelo dobro, kot je na primer matematika, \u0161e vedno pa ne razumejo prenesenih pomenov ali pa ne morejo pripraviti dobrega prevoda v sloven\u0161\u010dino. Ponekod presegajo \u010dlove\u0161ke sposobnosti, ponekod pa ne. \u010ce je stroj na enem podro\u010dju dober, \u0161e ne pomeni, da je tudi na nekem drugem.\u201d<\/em> Filip Dobrani\u0107 je dejal, da je rezultate, ki jih generirajo veliki jezikovni modeli, treba razumeti kot tiso\u010dletja \u010dlove\u0161ke kulturne produkcije, znanosti, diskov in dokumentov.<\/span><\/p>\n<h5><strong>Namesto razumevanja zaupanje<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">Olga Marki\u010d je v drugem delu poudarila, da je pomembnej\u0161e od razumevanja zaupanje. Ali zaupamo sistemom umetne inteligence, da odlo\u010dajo o \u017eivljenjskih stvareh? Ker nimamo vpogleda v sisteme in mehanizme v ozadju delovanja modelov, moramo biti do njih skepti\u010dni, \u0161e posebej ko posegajo na podro\u010dje \u010dloveka in dru\u017ebe, kjer je polno pristranskosti. Ivan Bratko je dejal, da bi zaupanje lahko dosegli skozi razlago.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do nestrinjanja med gosti je pri\u0161lo pri vpra\u0161anju pristranskosti umetne inteligence. Ivan Bratko je namre\u010d dejal, da je manifestacija pristranskosti modelov umetne inteligence pretirana. Sogovorci so mu odgovorili, da je pristranskost precej resna, ka\u017ee se v spolu, poklicu, rasi in tudi razredu.<\/span><\/p>\n<h5><strong>Lasten jezik<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">Iz publike se je pojavilo vpra\u0161anje: kako razlagate pojav, da so avtonomni sistemi UI razvili lastne oblike jezika in bli\u017enjice, ki so ljudem te\u017eko razumljive? Filip Dobrani\u0107 je na to odgovoril, da se jezik vedno lahko rodi samo na ne\u010dem skupnem. Kako se sporazumeta dve ljudstvi, ki govorita povsem tuje jezike? Ustvariti morata nov skupni jezik, kar je klju\u010dno tudi za umetno inteligenco: v skupnosti smo pametni, sami smo omejeni.<\/span><\/p>\n<h5><strong>Za konec<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">Ob koncu se je razprava preusmerila \u0161e na komercialne velike jezikovne modele. Sodelujo\u010di so se strinjali glede potrebe po regulaciji umetne inteligence, vendar je Marko Robnik-\u0160ikonja ob tem izpostavil: <em>\u201cS tem, ko komercialna podjetja prosijo vlado, naj jih regulira, \u017eelijo odgovornost prelo\u017eiti na druge. Slediti moramo denarju, ta podjetja \u017eelijo na borzo in se \u017eelijo predstaviti kot zelo pomembna, obenem pa svojih lastnih temeljnih tehnologij ne nadzorujejo, kar je zelo slabo, \u010de se \u017eeli\u0161 prodati za 2000 milijard dolarjev.\u201d<\/em><\/span><\/p>\n<\/div><\/section>\n<div  class='avia-image-container  av-styling-    avia-builder-el-1  el_after_av_textblock  avia-builder-el-last  avia-align-center '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/www.cjvt.si\/llm4dh\/wp-content\/uploads\/sites\/32\/2026\/10\/IMG_5632-300x239.jpeg' alt='Z leve proti desni: Zoja An\u017eur, Filip Dobrani\u0107, dr. Ivan Bratko, dr. Marko Robnik \u0160ikonja, dr. Olga Marki\u010d' title='' height=\"239\" width=\"300\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Na Institutu \u201cJo\u017eef Stefan\u201d je 9. oktobra 2026 v okviru Slovenske konference o umetni inteligenci potekala okrogla miza z naslovom Meje razumevanja: kako umetna inteligenca re\u0161uje probleme?<\/p>\n","protected":false},"author":22,"featured_media":2370,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","inline_featured_image":false,"episode_type":"","audio_file":"","podmotor_file_id":"","podmotor_episode_id":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","footnotes":""},"categories":[5,82],"tags":[],"class_list":["post-2369","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dogodki","category-novice"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Meje razumevanja: kako umetna inteligenca re\u0161uje probleme? 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