Monte Carlo Tree Search - What is the disadvantage of Monte Carlo technique?

The main reason why Monte Carlo simulations fail is because of the assumptions and inputs that are used. The reliability of the simulation is heavily dependent on these inputs and assumptions. If not described correctly, they could lead the simulation to provide inaccurate or misleading outcomes.