English

AGI and the Knight-Darwin Law: why idealized AGI reproduction requires collaboration

Other Computer Science 2020-05-19 v1

Abstract

Can an AGI create a more intelligent AGI? Under idealized assumptions, for a certain theoretical type of intelligence, our answer is: "Not without outside help". This is a paper on the mathematical structure of AGI populations when parent AGIs create child AGIs. We argue that such populations satisfy a certain biological law. Motivated by observations of sexual reproduction in seemingly-asexual species, the Knight-Darwin Law states that it is impossible for one organism to asexually produce another, which asexually produces another, and so on forever: that any sequence of organisms (each one a child of the previous) must contain occasional multi-parent organisms, or must terminate. By proving that a certain measure (arguably an intelligence measure) decreases when an idealized parent AGI single-handedly creates a child AGI, we argue that a similar Law holds for AGIs.

Keywords

Cite

@article{arxiv.2005.08801,
  title  = {AGI and the Knight-Darwin Law: why idealized AGI reproduction requires collaboration},
  author = {Samuel Allen Alexander},
  journal= {arXiv preprint arXiv:2005.08801},
  year   = {2020}
}

Comments

10 pages, accepted for the International Conference on Artificial General Intelligence