If you try to crash diet (cutting your calories much lower than what they are normally) you will probably lose weight in the beginning but your body will fight back. The body tries to resist changes in body fat levels by increasing hunger and reducing calorie expenditure, this can be devastating for a diet.
The idea that eating less will make you weigh less assumes that the body cannot and does not adjust. It can and it does. So small changes need to be applied often.