Auditable AI: Why Academic Institutions Need Governance Frameworks Now

I am a scholar-practitioner leading the integration of AI into academic research and higher education. I am fascinated by the science behind computing and technology, and I use that curiosity to build the infrastructure—pipelines, datasets, and search tools—that turn raw information into navigable knowledge. By blending a background in computational social science with data science, my work spans the full lifecycle of AI in higher education, from infrastructure architecture and institutional governance to the critical evaluation of models and the cultivation of AI-literacy in research. I advocate for an Auditable AI future that balances rapid innovation with institutional compliance.