Now, does that mean that they simply weren't there for the thousands of years when we lacked the instruments to see them?

Galileo did not invent the telescope, but on hearing, in 1609, that such an optical instrument had been made, he quickly built his own device from an organ pipe and spectacle lenses.

The radio telescope thus appeared, and it is considered one of the greatest inventions in the twentieth century.