King George III expressed a desire to have Princess Charlotte live with him so that he could supervise her upbringing and education.
Understandable. He didn't have good relationships with his son and distrusted them. Also Charlotte was for a long time his only legitimate grandchild.
However she was born in 1796 so it can't have been this long until George's senses began to fade.