Using Auto Increment and Not Null
Yes, because it is possible to manually insert data into this field. You wouldn't want anyone intentionally or accidentally adding a record that placed a NULL in your identity field.

On the flip side, if you are not using the field as an artificial key but for some other purpose, and having a null value is ok, then sure leave it off.