• The risks of integrating AI too rapidly into higher education

• The pedagogical risks of generative AI: the problem of cognitive outsourcing

• How would workplace learning work if there’s an LLM driven removal of entry level jobs?

• skill complementarity, skill substitution and skill debilitation