'The council of scholars has said that we all know the thing which exist and therefore the things which are not known by all do not exist' What is wrong with this idea?

The wrong idea is that invention and discovery are seldom the result of mass collective consciousness. Ideas are often the result individual motivations and thought processes. If a society chooses to remain collectively ignorant, like in Anthem, the really nothing evolves.