Special tuned registers are used in CPUs to store information like the currently executing instruction, function call addresses, and data for arithmetic operations. There are different types including control registers for interrupt control, status registers for processor state information, floating-point registers for math, and SIMD registers for parallel operations. Special tuned registers provide faster access to frequently used data compared to general purpose registers and help optimize memory usage and program performance, but have limited capacity and increase CPU cost.