Taking Ambien with Oxycodone is dangerous because both depress the central nervous system. Together, they can cause extreme sedation, slowed or stopped breathing, low blood pressure, confusion, and loss of consciousness. The risk of overdose and death increases significantly, especially in older adults or those with health issues. This combination should only occur under strict medical supervision, if prescribed, and monitored closely.