They've been replaced a few times under the hood. Message signalled interrupts exist, and even regular interrupts on PCI-E and HyperTransport look more like network packets or rdma read/writes than a true electrical signal.

DPDK turns off interrupts and manually polls the card in a loop AFAIK.

But for most cases, the underlying semantics though are useful enough that the abstraction isn't going anywhere anytime soon.