Number 4 sounds like it would back fire horribly.
If the child has an incorrect or incomplete picture of their capabilities (which is almost always the case since schools don’t reliably and regularly test childrens mental traits) then this advice will result in them over or underestimating their capabilities causing them to make terrible life decision.
I am very skeptical this would have any significant impact.
First off, where are you going to run the models? Average consumer hardware can’t run the best open weight models pre-distillation and even those are a notch below closed weight SOTA models. Power user my be fine with this but the average Joe would either be lock out or be forced to use cloud compute which comes with its own set of security hazards. Now the bad actors just needs to shutdown or worse, hack your servers and all your defenses are either gone or turned against you.
Second, isn’t this just speeding up human disempowerment? I mean, you now have these GA models which do most of the thinking for you while you sit on your high and mighty throne sipping wine and praying that when these models eventually become smarter then you, they would still be loyal (or at least not apathetic or hostile) to you.
Which just loops back to the alignment problem, that is assuming your GA’s are able to keep up with the frontier which I think is VERY unlikely.
And if you fail to keep up with the frontier then at some point your human/subhuman level models will have to fend off literal machine gods.
To be clear I am not against this. It doesn’t hurt to try and in the best possible case where closed weight frontier models lag behind long enough for this project to come to fruition then this would buy us some valuable time.
I just don’t really see that happening.