Pareto almost never goes away. Democratization usually improves the baseline (rights, resources, time) but it rarely flattens power distribution. Even with open-source models, power will likely tilt toward those with the most compute or the best feedback loops. So considering the imbalance as inevitable , the discussion should be about ensuring the new 'baseline' for humanity is actually net positive.