Although further enhancement of viral yield is still warranted, these results delineate practical design principles, favoring balanced tuning of HA–NA functions, PB2 compatibility, and NCR context over large receptor-shift mutations, for engineering influenza seed strains. This evidence concerns the gene XK and influenza.