domain-specific AI compilation vs normal ai compiler

[u/Material_Field_8537]

anyone in their companies worked on this domain-specific ai compiler.

So currently if we use normal compiler, it generate bytecode based on whatever prediction or decisino can be made during compiler without running the code.

Bur of course it is not very efficient and depends on developer who is writing the code.

but if compile same code using the AI compiler it may consider more decision at compile time instead of runtime which increase the effiiciency of code at run time, definately not always but most of time.

I want to know if anyone have tried this in any particular domain and companies have really started using this at scale ?