Corrupted installer! Failed to validate installer, cannot continue.

Trying to create bootable mac installer on macbook pro 2019 and also tried with macbook 2012 downloaded several installers from different sources including apple store, (catalina, monterey, bigsur), tried multiple usb drives and 2 external ssd however am still running into the same error

anyone experience the same or anyone with any solutions