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Razvoj in delovanje umetne inteligence
ID Radovan, Marko (Author), ID Gradišek, Anton (Author)

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Abstract
V tem besedilu se bomo na seznanili z razvojem in značilnostmi umetne inteligence (UI), ki je postala del našega vsakdanjika. Osredotočili se bomo na generativno UI, kot so ChatGPT in DALL-E, ki spontano prodirajo v izobraževanje in prinašajo priložnosti za individualizacijo učenja ter različne izzive. V prvem delu spoznamo osnove UI – sisteme, ki se učijo iz podatkov. Razlikujemo med ozko UI (današnji specializirani sistemi) in splošno UI (še ne obstaja). Sledil bo zgodovinski pregled od Turingovega testa (1950) do sodobnih transformatorjev. Nadaljevali bomo z generativno UI, ki ustvarja nove vsebine in deluje večmodalno. Razložili bomo, kako veliki jezikovni modeli (LLM) statistično napovedujejo besede, ne razumejo pa sveta vzročno, kar povzroča halucinacije. Opozorili bomo, da UI ni nepristranska in odraža pristranskosti učnih podatkov. Zaključili bomo s ključno nevarnostjo – kognitivnim dolgom, kjer prekomerna odvisnost od UI oslabi kritično mišljenje. Poudarili bomo, da mora UI ostati orodje za razširitev razmišljanja, učitelj pa nepogrešljiv vodja učnega procesa.

Language:Slovenian
Keywords:generativna umetna inteligenca (Gen-UI), kognitivni dolg, pedagoška nadgradnja, algoritemska pristranskost
Typology:1.16 - Independent Scientific Component Part or a Chapter in a Monograph
Organization:FF - Faculty of Arts
Publication status:Published
Publication version:Version of Record
Year:2026
Number of pages:Str. 9-19
PID:20.500.12556/RUL-182059 This link opens in a new window
UDC:159.95
COBISS.SI-ID:276097027 This link opens in a new window
Publication date in RUL:24.04.2026
Views:325
Downloads:93
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Record is a part of a monograph

Title:Generativna umetna inteligenca v izobraževanju : preobrazba učenja v digitalni dobi
Editors:Marko Radovan, Andrej Flogie
Place of publishing:Ljubljana
Publisher:Založba Univerze
Year:2026
ISBN:978-961-297-820-4
COBISS.SI-ID:274395651 This link opens in a new window

Licences

License:CC BY-NC-SA 4.0, Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Link:http://creativecommons.org/licenses/by-nc-sa/4.0/
Description:A Creative Commons license that bans commercial use and requires the user to release any modified works under this license.

Secondary language

Language:English
Abstract:
In this text, we will become acquainted with the development and characteristics of artificial intelligence (AI), which has become part of our everyday life. We will focus on generative AI, such as ChatGPT and DALL-E, which are spontaneously penetrating education and bringing opportunities for individualisation of learning as well as various chal-lenges. In the first part, we will explore the basics of AI – systems that learn from data. We distinguish between narrow AI (today‘s specialised systems) and general AI (does not yet exist). This will be followed by a historical overview from the Turing test (1950) to contemporary transformers. We will continue with generative AI, which creates new content and operates multimodally. We will explain how large language models (LLMs) statistically predict words but do not understand the world causally, which causes hal-lucinations. We will point out that AI is not unbiased and reflects the biases of training data. We will conclude with a key danger – cognitive debt, where excessive reliance on AI weakens critical thinking. We will emphasise that AI must remain a tool for expanding thinking, whilst the teacher remains an indispensable leader of the learning process.

Keywords:generative artificial intelligence (Gen-AI), cognitive debt, pedagogical enhancement, algorithmic bias

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