Element Of Human Cognition Research Articles

The architecture challenge: Future artificial-intelligence systems will require sophisticated architectures, and knowledge of the brain might guide their construction.

In this commentary, we highlight a crucial challenge posed by the proposal of Lake et al. to introduce key elements of human cognition into deep neural networks and future artificial-intelligence systems: the need to design effective sophisticated architectures. We propose that looking at the brain is an important means of facing this great challenge.

Common sense in philosophical and scientific perspective

PurposeThe purpose of this paper is to deepen our understanding of the philosophical and scientific pedigree of the concept of “common sense”, and explore the implications for managerial decision‐makers.Design/methodology/approachAfter examining the management literature on this topic, a brief history of the notion and philosophy of common sense is followed by a review of recent findings in cognitive science and other fields and a discussion of implications for managerial decision‐making.FindingsThe notion of common sense has a stable perceptual basis in the makeup of the human mind, as has been shown by philosophers and scientists. Common sense intuitions serve as the basis for making sense of the world: visual perception, scientific reasoning, language, psychology, mathematics, and moral judgments are all rooted in “mental hardware” of common sense. While it is a necessary element of human cognition, common sense can nevertheless lead us astray if we are unaware of its contours and limitations, which are outlined in this paper.Practical implicationsUnderstanding that the mind comes equipped with a host of common sense mental instincts will have an impact on both one's own decision‐making processes, and how decision‐makers attempt to influence others.Originality/valueBased on original research as well as literature from a variety of disciplines, this paper provides a comprehensive understanding of the philosophical and scientific pedigree of “common sense” and its implications for decision‐makers.