Moral Dilemmas for Artificial Intelligence: a position paper on an application of Compositional Quantum Cognition

11/22/2019
by   Camilo M. Signorelli, et al.
0

Traditionally, the way one evaluates the performance of an Artificial Intelligence (AI) system is via a comparison to human performance in specific tasks, treating humans as a reference for high-level cognition. However, these comparisons leave out important features of human intelligence: the capability to transfer knowledge and make complex decisions based on emotional and rational reasoning. These decisions are influenced by current inferences as well as prior experiences, making the decision process strongly subjective and apparently biased. In this context, a definition of compositional intelligence is necessary to incorporate these features in future AI tests. Here, a concrete implementation of this will be suggested, using recent developments in quantum cognition, natural language and compositional meaning of sentences, thanks to categorical compositional models of meaning.

READ FULL TEXT

Authors

page 1

page 2

page 3

page 4

10/11/2021

Compositionality as we see it, everywhere around us

There are different meanings of the term "compositionality" within scien...
09/03/2014

Hybrid Systems Knowledge Representation Using Modelling Environment System Techniques Artificial Intelligence

Knowledge-based or Artificial Intelligence techniques are used increasin...
11/10/2021

A Quantum Natural Language Processing Approach to Musical Intelligence

There has been tremendous progress in Artificial Intelligence (AI) for m...
01/30/2022

Existence and perception as the basis of AGI (Artificial General Intelligence)

As is known, AGI (Artificial General Intelligence), unlike AI, should op...
08/09/2021

Toward Human-Level Artificial Intelligence

In this paper, we present our research on programming human-level artifi...
01/12/2021

Quantum Mathematics in Artificial Intelligence

In the decade since 2010, successes in artificial intelligence have been...
05/03/2022

Modus ponens and modus tollens for the compositional rule of inference with aggregation functions

The compositional rule of inference (CRI) proposed by Zadeh has been wid...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.