Seems like the openness of software is orthogonal to trust. Would you no longer trust an app only because its license became Open?

Closed source seems to require more trust to me.

I think trust is very difficult to manage and do some checking of owners of PPAs before using them -- containerisation can help, but doesn't prevent information gathering and other trust-breaking activities (backdoors, etc.).