Raw LLM Responses

Yes, students can now use AI to generate essays without deeply reading books, but the real issue is not AI itself — it is whether universities are building strong ethical, intellectual, and practical frameworks around it. AI and machine learning can become far more dynamic than static textbooks when designed with reliable data, strong systems, and continuous improvement. But AI cannot replace human judgement, critical thinking, creativity, emotional understanding, or wisdom. What is deeply worrying is the growing gap between powerful AI capability and poor-quality AI implementation — including weak AI-driven recruitment, aggressive behavioural targeting, and low-quality Account-Based Marketing in higher education itself. If even world-leading universities increasingly depend on commercial AI engagement while struggling to protect deep learning cultures, it raises painful questions about financial pressure, institutional priorities, and the future identity of UK higher education.