Quoted from PinMonk:
Ohhh, you hit one there. I constantly find myself making the that/who error. I've been trying to break myself of it for YEARS, but "that" is the default position in my brain.
Well, eventually grammar rules cede to common-usage. Common-usage never cedes to grammar rules. So someday you will probably end up being correct in using "that".