AI and liberal professions

These tools are often embedded, non-transparent, and poorly governed. 

Yet the core of liberal professions’ work is relational, ethical, and grounded in trust.

AI introduces new asymmetries, accelerates processes, and dilutes professional discretion.

Without a structured response, liberal professions risk leaving their ethical foundations behind. The question is no longer whether to use AI — but how to do so responsibly.