Hyper-V can't PXE boot

If you try to PXE boot a VM in Hyper-V and get a Boot Failure error just Add a new Legacy Network Adapter.

Go to the settings of the VM, click on Add Hardware, select Legacy Network Adapter and Add.

Now choose the connection you want to use and click Ok.