They are considered motorized vehicles and require registration, insurance, and a driver's license, similar to motorcycles.
It's essential to stay informed about local regulations, as they can change over time. Checking with the NYC Department of Transportation or other relevant local authorities will provide you with the most accurate and up-to-date information regarding the use of electric bikes in NYC without a motorcycle license or tags.