IAIER Research Initiatives

The Institute for Artificial Intelligence and Emerging Research (IAIER)’s research initiatives support interdisciplinary collaboration and aim to expand the positive impact of AI technologies across communities. These initiatives are shaped by partnerships with NCCU's affiliated units, leveraging their unique expertise in the following key areas.

Research will explore the legal implications of AI systems, focusing on fairness, accountability, and transparency. Projects will examine how AI can improve access to justice, particularly for individuals representing themselves in court, while ensuring that AI systems comply with legal and ethical standards.

In collaboration with LAIER, IAIER will investigate how AI systems influence various sectors and develop solutions that improve the effectiveness, reliability, and accessibility of emerging technologies. Key areas of focus include the ethical implications of AI, machine-learning applications for public benefit, and methods for evaluating system performance, reliability, and outcomes in fields such as healthcare, education, and criminal justice. This initiative will also explore AI-driven solutions for real-time fault diagnosis in self-driving cars, virtual support systems, and expanded access to STEM education. The partnership emphasizes responsible technological innovation that addresses a broad range of societal needs

This initiative addresses the intersection of AI and cybersecurity, developing AI-driven tools to combat cyber threats and ensure data security in digital environments. Research will emphasize creating AI systems that are both secure and ethical, with particular attention to safeguarding vulnerable users from data breaches and cyberattacks.

In collaboration with the Data Analytics program, the institute will develop AI models that analyze large datasets to support evidence-based decision-making in healthcare, education, and public policy. Research will focus on data quality, model reliability, systematic error, and the development of AI systems that perform effectively across a range of real-world settings and applications.

The institute will collaborate with BRITE to explore the use of AI in drug discovery, precision medicine, and biomanufacturing process optimization. Research will aim to improve health outcomes through advanced data-driven approaches, especially in disease prevention and treatment.

This initiative focuses on developing AI-powered assistive technologies that enhance the quality of life for individuals with visual impairments. Research will create adaptive AI systems that support daily needs, increase accessibility, and promote greater independence.

These research initiatives at IAIER are designed to push the boundaries of AI innovation while prioritizing ethical considerations and delivering solutions that benefit society. The institute’s commitment to real-world impact positions NCCU as a leader in responsible and meaningful AI research.