The AI hype in public affairs and regulation raises the same core question: does transparency actually lead to more efficient, better, and more effective political decision-making for all actors — not just industry vs. NGOs — or does digital automation increasingly destroy that efficiency through scale, speed, and mediocrity?

This talk is a short but deep dive into self-deception, inflated expectations, and real-world examples of what already works — and what clearly doesn’t.