Modern autonomous cultures encounter extraordinary difficulties in browsing intricate information landscapes. The ability to recognize reliable knowledge from misinformation has become a foundation ability for engaged citizenship. The concept of collective intelligence has emerged as a fundamental concept in addressing intricate societal challenge