If Gen Z never sees a penny from Social Security, it will be because of the loss of political will to protect Social Security as we know it. Which would only happen if this continuing misinformation campaign convinces the younger generations that they will never get anything from the program.
Social security can literally go on for centuries, just fine, as long as there is political will to keep it going.