What kinds of programs are limited by the GIL?

CPU-bound multithreaded Python programs are limited because only one thread can execute bytecode at a time. I/O-bound programs are not limited because the GIL is released during I/O operations, allowing other threads to run. Numerical libraries like NumPy also release the GIL for heavy computation in C code.