My gut says that random trades have the same expected value as the underlying asset, but increased variance. I'm not a finperson, so learning why this could be

My gut says that random trades have the same expected value as the underlying asset, but increased variance. I'm not a finperson, so learning why this could be wrong would be a learning opportunity.