20.500.12556/DKUM-92567 Analiza kopilotov: razvoj in razlike pogovornih sistemov umetne inteligence Copilot analysis: the evolution and differences of conversational artificial intelligence systems Magistrsko delo zajema teoretični in aplikativni del. Teoretičen del magistrskega dela je ločen na dva dela. Prvi del predstavlja umetno inteligenco, pregled razvoja umetne inteligence, temeljne koncepte, ki zajemajo strojno učenje, globoko učenje in obdelavo naravnega jezika in se zaključi z etičnimi vidiki umetne inteligence. Drugi del definira pogovorne sisteme umetne inteligence, pregled njihovega razvoja, vrste pogovornih sistemov, ki se ločijo na klepetalne robote, virtualne pomočnike in kopilote in se zaključi z etičnimi vidiki pogovornih sistemov z umetno inteligenco. Začetki umetne inteligence segajo v filozofijo, fikcijo in domišljijo. Ideja, da bi neživim predmetom dali inteligenco, že dolgo fascinira človeštvo. Umetna inteligenca je znanost o ustvarjanju inteligentnih strojev in programov, ki so zmožni delovati podobno kot človeška inteligenca. Pogovorni sistemi umetne inteligence pa so vmesniki za interakcijo z naravnim jezikom, zasnovani za simulacijo človeških pogovorov z uporabo umetne inteligence. V aplikativnem delu naloge smo podrobneje analizirali kopilote in med seboj primerjali izbrane tri: Microsoft Copilot, Aisera Enterprise AI Copilot in GitHub Copilot. Po analizi in pregledu literature smo potrdili naslednje: a) predstavljeni pogovorni sistemi imajo konkretne razlikovalne karakteristike, b) sprejetje in uporaba kopilotov sproža etične pomisleke in c) uporaba kopilotov zvišuje produktivnost uporabnikov. The master thesis comprises a theoretical and an applied part. The theoretical part of the Master's thesis is divided into two parts. The first part introduces artificial intelligence, gives an overview of the development of artificial intelligence, the fundamental concepts covering machine learning, deep learning and natural language processing, and concludes with the ethical aspects of artificial intelligence. The second part defines conversational artificial intelligence systems, gives an overview of their development, types of conversational systems, which are distinguished into chatbots, virtual assistants and copilots, and concludes with ethical aspects of conversational intelligence systems. The origins of artificial intelligence go back to philosophy, fiction and imagination. The idea of giving inanimate objects intelligence has long fascinated humanity. Artificial intelligence is the science of creating intelligent machines and programmes that are able to function in a similar way to human intelligence. artificial intelligence conversation systems are natural language interaction interfaces designed to simulate human conversations using artificial intelligence. In the applied part of the thesis, we analysed copilots in more detail and compared the three selected: Microsoft Copilot, Aisera Enterprise AI Copilot and GitHub Copilot. After the analysis and literature review, we confirmed the following: a) the presented conversational systems have concrete distinguishing characteristics, b) the adoption and use of copilots raises ethical concerns and c) the use of copilots increases user productivity. umetna inteligenca pogovorni sistemi klepetalni roboti virtualni pomočniki kopiloti. artificial intelligence conversational systems chatbots virtual assistants copilots. true true false T. Šipek Slovenski jezik Angleški jezik Magistrsko delo/naloga 2025-04-22 11:14:45 2025-05-29 14:28:31 2025-05-30 03:10:31 0000-00-00 00:00:00 2025 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8 237684227 MAG_Sipek_Tamara_2025.pdf MAG_Sipek_Tamara_2025.pdf 1 A8EF4E602509F3105DE4A25D37F97119 1b63197a5d17485ed890d4d7c9b5fd72bd88c3d03f5a637be8b88a0c1562152c 888a120c-30be-11f0-9a54-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=191000 Ekonomsko-poslovna fakulteta 0 0 0