Where did you read this? I find this really confusing and want to get some context.
Obviously it's not going to be at equilibrium unless you just happen to have a reaction whose Keq is exactly equal to 1.
I mean I think the answer is that your first question is right - we just throw everything in a beaker, set the conditions to "standard state" and then let 'er rip.