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On micro-coded CPUs Assembly is indeed an abstraction, because that is not what the CPU is running, hence why many mainframe manuals refer to Assembly as bytecode.

On x86/x64, the chips have long migrated to an internal RISC like architecture, with an Assembly => micro-op translation step on the decoding unit.

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