Thinking Fast and Slow in AI

This paper proposes a research direction to advance AI which draws inspiration from cognitive theories of human decision making. The premise is that if we gain insights about the causes some capabilities are still lacking in (for instance, adaptability, generalizability, common sense, and causal reasoning), may obtain similar an system by embedding these components. We hope high-level description our vision included this paper, as well several questions propose consider, can stimulate community define, try evaluate new methodologies, frameworks, evaluation metrics, spirit achieving better understanding both machine intelligence.