The type of wave with the highest frequency in the electromagnetic spectrum is gamma rays. These waves have extremely short wavelengths and carry a significant amount of energy. Gamma rays are produced in high-energy processes such as nuclear reactions, supernova explosions, and certain types of radioactive decay. Due to their high frequency, they have the potential to ionize atoms and can pose health risks, making them useful in medical applications like cancer treatment but also requiring careful handling.