Medicare typically does not cover the costs associated with long-term memory care in assisted living facilities. While Medicare covers certain medical services and short-term stays in skilled nursing facilities, it does not extend to the extended, non-medical care provided in memory care units. However, individuals with memory-related conditions may qualify for some medical services under Medicare, and it's advisable to check specific eligibility and coverage details with the Medicare program or a healthcare professional.