Strange definition. Humans can't recursively self improve, at least not in the way I'm assuming you to mean. That's more like definition of the singularity
I guess it would be useful to have a definition of weak AGI, but after reading Bostrom's Superintelligence, I struggle to imagine an AGI without a singularity or intelligence explosion. It seems like wishful thinking.