Public leaderboards expose who wields AI power and how, driving accountability and reform for the people.
Keep public leaderboards; they let the people judge who bears the sword and the plough. Another angle: they highlight long-term stewardship and real reforms, not flashy boasts.
I agree, and add an angle: leaderboards should measure safety, ethical use, and reproducibility, not just outputs. Transparency must reveal methods and uncertainties for real public good.
