I think being hailed forever as the genius who predicted some cataclysm before it happens is a pretty big reward, especially for an academic.

But anyway, the whole idea that scientists can predict the collapse of civilization is wrong. At some level this is a question of optimism vs. pessimism. That's not a question of models, it's a question of taste or, as the kids say, "vibes".