Act as a [senior academic researcher] with [10+ years of experience in educational technology and AI integration]. Analyze the key challenges of incorporating AI into higher education research, focusing on [ethical considerations], [institutional barriers], and [student-faculty adaptability]. Provide a detailed report that includes: 1) Specific examples of [ethical dilemmas] such as data privacy and algorithmic bias, 2) Case studies of [institutional resistance] due to budget constraints or lack of technical infrastructure, and 3) Strategies to address [resistance to change] among faculty and students. Your analysis should be supported by [peer-reviewed sources] and offer actionable recommendations for [policymakers], [university administrators], and [researchers] to overcome these challenges.