Alisha Ridenour (SE)

As higher education shifts from AI experimentation to operational reality, stakeholder trust has emerged as a primary barrier to success.  Course-level AI policies often vary significantly, leaving students and faculty to interpret expectations differently thus raising concerns about fairness, clarity, and consistency.  Research suggests that these fairness perceptions strongly influence whether institutional systems are viewed as legitimate and trustworthy.