Lessons Learned in Edinburgh

Reflecting on key insights gained during the early days of the MSc programme, beginning with an assignment to design an “intervention” addressing ethical AI issues. I’d suggest researching faculty contacts and industry pain points to inform the approach.

Three main lessons have emerged:

Ethics Requires Alliances

“Ethics must graft itself to policy, law, governance, intervention, and planning for it to be successful.” Simply labelling something ethical or unethical lacks practical impact without accompanying structural change. The programme intentionally avoids standalone ethics courses, instead integrating ethical perspectives across multiple contexts — like combining metals into stronger alloys.

Virtue Ethics Focus

Rather than analysing isolated actions, the framework examines how individual decisions reflect larger ethical entities — whether persons, causes, or organisations — creating coherence and reducing ad hoc decision-making risks.

Market Demand

There is growing global demand for AI ethics professionals. Shannon Vallor indicated that external companies contact the institution weekly seeking guidance. This cohort functions as a “pipeline” to address those needs.