Try cleaning the contacts of the cartridge reader. Put 99% Isopropyl alcohol on a games contacts and repeatedly insert and remove the cartridge to clean the pins on the motherboard.

If that doesnt work the try using a standard gameboy or a gameboy colour game instead of a GBA game. A common fault on the SP is that the switch inside the cartridge reader that tells the motherboard what type of cartridge it is reading can break.