No, you shouldn't have to rinse the pre-washed kind. If you have any doubt, just pop one seed into your mouth, you'd taste the alkaloids right away if they're there.
The consistency is kind of crunchy, I don't know, almost like raw sprouts I guess. I kind of like the mouth feel, actually.

