Just to be clear: what I meant by “domain specific methods” in this context is auxiliary techniques that boost the performance of the general “component synthesis procedure” (such as an ANN) within a specific domain. It seems that if you want a truly general system, even one that works by producing hairy purpose specific components, then such auxiliary techniques cannot be used (unless synthesized by the agent itself). You can push this requirement to absurdity in practice, so I’m only stressing that it should be capable of tractably inventing its own auxiliary procedures in principle even if it didn’t actually invent all the ones it uses. On the whole however I pretty much concur.
Just to be clear: what I meant by “domain specific methods” in this context is auxiliary techniques that boost the performance of the general “component synthesis procedure” (such as an ANN) within a specific domain. It seems that if you want a truly general system, even one that works by producing hairy purpose specific components, then such auxiliary techniques cannot be used (unless synthesized by the agent itself). You can push this requirement to absurdity in practice, so I’m only stressing that it should be capable of tractably inventing its own auxiliary procedures in principle even if it didn’t actually invent all the ones it uses. On the whole however I pretty much concur.