Developing Historical Personas using LLMs - An International AI Competition for Engaging Prospective University Students

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Authors: Matthew Stephenson, Marissa Bond
Cited by: 0
References: 13

Abstract

This paper presents a brief overview of a recent international competition focused on the creation of fictional historical characters using modern LLM technology. Competition entrants were able to design and create their own LLM-based personas, without the need for any prior programming skills or knowledge. This competition emphasised several contemporary LLM concepts, such as prompt engineering, hallucinations and jailbreaking, allowing entrants to explore the strengths and weaknesses of current LLM systems. The competition received submissions from over 200 prospective students, demonstrating its wide-ranging appeal and future potential.

Fields of Study & Subjects

Artificial Intelligence in Education Artificial Intelligence Applications Topic Modeling

Publication details

Journal / source
Australasian Computing Education Conference
Pages
42–44
Publication date
9 February 2026
Language
EN