In a large bowl, cream together the butter, peanut butter, brown sugar, and white sugar until smooth. Beat in the eggs one at a time, then stir in the corn syrup, water, and vanilla. Combine the flour, baking soda, and salt; stir into the peanut butter mixture. Fold in chocolate chunks. Drop by 1/4 cupfuls 3 inches apart onto ungreased baking sheets.