Modern autonomous societies face extraordinary challenges in navigating complex information landscapes. The capacity to recognize trustworthy knowledge from false information has become a foundation ability for active citizenship. The principle of collective intelligence stands as a fundamental concept in addressing intricate societal obstacles th