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Co-Evolving Design Entrepreneurship: An AI Agent for New Venture Creation

Research output: Unpublished conference presentation (presented paper, abstract, poster)Conference presentation (not published in journal/proceeding/book)Academic researchpeer-review

Abstract

Hong Kong requires its design graduates to combine creative problem-solving with entrepreneurial thinking to drive innovation. Traditional design education often lacks practical guidance on entrepreneurship, creating a significant challenge for students starting new ventures. This ongoing project addresses this gap by developing a conversational AI agent (chatbot) that integrates expert entrepreneurs' cognitive patterns with design theory. The AI agent's effectiveness will be rigorously tested via a three-arm randomised controlled trial comparing a control group, a standard foundational AI agent, and the expertise-enhanced AI agent. The anticipated outcome is a scalable pedagogical tool that significantly improves the quality of design students' decisions in venture creation, thereby supporting Hong Kong's innovation economy.
Original languageEnglish
Publication statusAccepted/In press - 20 May 2026
EventInternational Conference on GenAI and Pedagogical Innovations in Higher Education - Hong Kong Polytechnic University, Hong Kong, Hong Kong
Duration: 20 May 202622 Jun 2026
https://events.polyu.edu.hk/gapi2026/home

Conference

ConferenceInternational Conference on GenAI and Pedagogical Innovations in Higher Education
Abbreviated titleGaPI
Country/TerritoryHong Kong
CityHong Kong
Period20/05/2622/06/26
Internet address

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