 Dustin Hoffman spent a lot of time with Kim Peek, who inspired the  character and this movie. Being so impressed with Mr. Peek, he made  his father (Kims main caregiver) promise that he would "share [Kim]  with the world." Since then Kim Peek has been going all over the  world impressing people with his incredible memory and ability to  recall minute details from centuries of history.