Initiative

Preparing Students for an AI-Driven World: Responsible AI, Ethics, and Assessment Innovation in Higher Education

SATLE
Academic Integrity, Assessment and Feedback, Digital Learning

About this initiative

Artificial Intelligence (AI) is transforming how students learn, how educators teach, and how assessment is designed. This SATLE-funded project aims to develop and pilot an interdisciplinary framework, supported by a practical toolkit, that enables the ethical, responsible, and pedagogically effective integration of AI into teaching, learning, and assessment in higher education.

Positioned within the SATLE theme of Digital Transformation, the project brings together expertise from business and computer science to address the growing need for AI literacy, ethical awareness, responsible innovation, and assessment redesign in an increasingly AI-enabled world. The project will develop a practical toolkit to support both students and academic staff in navigating the opportunities and challenges of AI in higher education. The toolkit will be designed for implementation across diverse educational contexts, including Ireland and an international partner campus in Singapore.

The project will deliver four key outputs:

  • A Responsible AI Toolkit guiding the ethical, critical, and effective use of AI technologies;
  • A suite of interdisciplinary case studies drawn from business and societal contexts that explore real-world AI opportunities, risks, governance challenges, and ethical dilemmas;
  • Authentic AI-ready assessment designs that promote critical thinking, transparency, academic integrity, and responsible engagement with AI; and
  • Pilot learning activities and workshops embedded within participating modules.

The project aims to enhance AI literacy by enabling students and educators to evaluate AI technologies critically, understand their capabilities and limitations, and apply them responsibly. Additionally, the project will foster effective human–AI collaboration while supporting the development of higher-order skills, including critical thinking, problem-solving, reflection, creativity, and independent judgment. Ultimately, the project seeks to help prepare students, educators, and institutions for an AI-driven future in which the ability to work effectively, critically, and ethically with AI is increasingly essential.

Project Lead Dr Matt Glowatz
College UCD College of Business
School UCD Quinn School of Business
Partner College UCD College of Science

Lead organisations

University College Dublin

Affiliated organisations

Linked open educational resources

Initiative details

Funding programmes SATLE
Themes Academic IntegrityAssessment and FeedbackDigital Learning
Award year
2026
End year
2027

Project lead

Matt Glowatz

Contributors