I can set up a LN node and never fund it but anyone can connect to it and send funds over a LN channel
If that is even possible, it doesn't make any sense. Why would one party lock funds into a channel that their counterparty at the other end of the channel is unwilling to match? That's insane.
Almost every channel in current existence was opened one sided with whoever opened the channel commiting all funds