English

A path to AI

Computers and Society 2018-09-11 v2

Abstract

To build a safe system that would replicate and perhaps transcend human-level intelligence, three basic modules: objective, agent, and perception are proposed for development. The objective module would ensure that the system acts in humanity's interest, not against it. It would have two components: a network of machine learning agents to address the problem of value alignment and a distributed ledger to propose a mechanism to mitigate the existential threat. The agent module would further develop the Dyna concept and benefit from a treatise in sociology to build the missing link of artificial general intelligence - a world simulator. The perception module would estimate the state of the world and benefit from existing machine learning algorithms enhanced by a new paradigm in hardware design - a quantum computer. This paper describes a way in which such a system could be built, analyzing the current state of the art and providing alternative directions for research rather than concrete, industry-ready solutions.

Keywords

Cite

@article{arxiv.1712.03080,
  title  = {A path to AI},
  author = {Ion Dronic},
  journal= {arXiv preprint arXiv:1712.03080},
  year   = {2018}
}

Comments

6 pages

R2 v1 2026-06-22T23:12:20.138Z