A Framework for Generative AI in Graduate Professional Development

n Plato’s Phaedrus, King Thamus feared writing would make people forgetful and create the appearance of wisdom without true understanding. His concern was not merely about a new tool, but about a technology that would fundamentally transform how humans think, remember and communicate. Today, we face similar anxieties about generative AI. Like writing before it, generative AI is not just a tool but a transformative technology reshaping how we think, write and work.

This transformation is particularly consequential in graduate education, where students develop professional competencies while managing competing demands, research deadlines, teaching responsibilities, caregiving obligations and often financial pressures. Generative AI’s appeal is clear; it promises to accelerate tasks that compete for limited time and cognitive resources. Graduate students report using ChatGPT and similar tools for professional development tasks, such as drafting cover letters, preparing for interviews and exploring career options, often without institutional guidance on effective and ethical use.