Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications
Project Overview
The document explores the integration of generative AI, notably tools like ChatGPT, within educational settings such as hackathons, emphasizing its dual role in boosting coding efficiency and stimulating creativity. It outlines key applications of AI in education, showcasing how these technologies can enhance learning experiences while simultaneously raising concerns about over-reliance, ethical implications, and the potential erosion of manual coding skills. The findings underline the importance of a balanced approach to AI integration, advocating for mentorship and ethical guidelines to maintain the collaborative essence of hackathons and ensure meaningful learning outcomes. This approach aims to leverage the strengths of generative AI while addressing the challenges it presents, ultimately fostering an educational environment that encourages innovation without compromising foundational skills and ethical standards.
Key Applications
AI-enhanced collaboration tools for hackathons
Context: Hackathons at the University of Iowa, targeting university students interested in technology and coding, where participants utilize AI tools for coding, debugging, idea generation, and real-time communication through platforms like Discord.
Implementation: Integration of AI tools such as ChatGPT and AI agents in communication platforms to assist with coding tasks, enhance collaborative problem-solving, and improve real-time communication among hackathon participants.
Outcomes: ['Enhanced coding efficiency', 'Improved problem-solving', 'Increased collaboration', 'Potential for improved communication efficiency and participant experience']
Challenges: ['Concerns about over-reliance on AI', 'Ethical issues regarding originality', 'Potential diminishment of manual coding skills', 'Concerns about the effectiveness of AI in replacing human moderators and maintaining the flow of communication']
Implementation Barriers
Ethical Concerns
Issues related to plagiarism and the ethical use of AI tools in hackathons
Proposed Solutions: Establishing clear guidelines for AI usage and promoting awareness of ethical considerations
Over-reliance on AI
Risk of participants relying too heavily on AI tools, which may reduce manual coding skills and critical thinking
Proposed Solutions: Encouraging a balance between AI assistance and manual problem-solving through mentorship and educational support
Project Team
Ramteja Sajja
Researcher
Carlos Erazo Ramirez
Researcher
Zhouyayan Li
Researcher
Bekir Z. Demiray
Researcher
Yusuf Sermet
Researcher
Ibrahim Demir
Researcher
Contact Information
For information about the paper, please contact the authors.
Authors: Ramteja Sajja, Carlos Erazo Ramirez, Zhouyayan Li, Bekir Z. Demiray, Yusuf Sermet, Ibrahim Demir
Source Publication: View Original PaperLink opens in a new window
Project Contact: Dr. Jianhua Yang
LLM Model Version: gpt-4o-mini-2024-07-18
Analysis Provider: Openai