In game terms, a CPU is the machine you end up building and programming in Turing Complete.
In real-world terms, a CPU is the control/compute core that repeatedly fetches, decodes, and executes instructions.
Once you design one yourself (even a tiny 8-bit toy), assembly and opcodes stop feeling abstract.