How does Mojo's compile-time interpreter work?

I've been pretty curious about the Mojo compiler's internal workings for quite a while: how it decides which parameters to pick for autotuning, how it allows programmers to seamlessly program GPUs and stuff (I'm assuming without explicitly needing to mention which accelerator the code should run on). For now I want to know what exactly Mojo's compile time interpreter is. What is the need for it? What use cases does it solve? And how does it work?
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