Nicotiana glauca.
Common name for this SoCal plant is Indian tobacco. Unfortunately, the common name is used to describe a large variety of plants across the US. (hence the scientific name noted above) Don't try to smoke it or use it though, it is poisonous. No medicinal uses for it either. It grows as a weed all over SoCal.