Brain Gain or Brain Drain?: Workforce capability in the AI era

Generative tools speed up production, but they also risk eroding the baseline competence, judgment, and analytical confidence that complex work requires.

There is no slide deck, and this is not a briefing. It is a working session for leaders to contest the trade-offs directly: as teams outsource more thinking to software, are we developing sharper professionals or accumulating a hidden capability deficit?

Over 90 minutes we'll pressure-test:

• When AI lets people operate well outside their wheelhouse, who's accountable when it goes wrong — and does anyone still know what "right" looks like?
• If specialists start doing generalist work and generalists tread on the specialist's toes, what happens to the depth your organisation built its reputation on?
• Is your organisation's collective intelligence actually growing — or just getting better at looking like it is?

We will highlight empirical research from across different disciplines to ground the room, but the debate belongs to the participants.