The Titan’s Curse question

He wanted to protect Nico from the prophecy. Percy was willing to take on the prophecy in order to do that and in his mind in not telling Chiron about Nico and Bianca being the children of Hades nobody else would find out. Which was totally the wrong assumption considering what happens in the end!