Η εξέλιξη της τεχνητής νοημοσύνης από τη μηχανική μάθηση στην παραγωγική τεχνητή νοημοσύνη

Τσάβαλος, Φώτιος

The evolution of Artificial Intelligence from machine learning to generative AI

Bachelor Dissertation

Author

Τσάβαλος, Φώτιος

Date

2026-09

Abstract

Artificial Intelligence (AI) is one of the most rapidly evolving scientific fields. The transition from Machine Learning and Deep Learning to Generative AI has significantly transformed human–machine interaction, decision-making processes, and content generation. This thesis explores the evolution of AI, focusing on trust, explainability, human-centered design, and human–AI interaction. Applications in education, smart cities, energy, and healthcare are analyzed, along with challenges such as epistemic risks and hallucinations in large language models. Finally, the study discusses advantages, limitations, and ethical implications, highlighting future research directions.

Department

Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα Πληροφορικής

Number of pages

Language

Greek

URI

https://dione.lib.unipi.gr/xmlui/handle/unipi/19830

Collections

Τμήμα Πληροφορικής

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Except where otherwise noted, this item's license is described as
Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα