The Opaque Nature of Intelligence and the Pursuit of Explainable AI

Sarah Thomson; Niki van Stein; Daan van den Berg

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search *Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search *Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

The Opaque Nature of Intelligence and the Pursuit of Explainable AI

Topics: Stochastic Learning and Statistical Algorithms

In Proceedings of the 15th International Joint Conference on Computational Intelligence - Volume 1: NCTA, 555-564, 2023 , Rome, Italy

Authors: Sarah Thomson ¹ ; Niki van Stein ² and Daan van den Berg ³

Affiliations: ¹ LIACS, Leiden University, The Netherlands ; ² VU and UvA Universities Amsterdam, The Netherlands ; ³ KU Leuven, Belgium and RPTU Kaiserslautern, Germany

Keyword(s): Explainable Artificial Intelligence, XAI, Machine Learning, Neural Networks, Cognitive Science.

Abstract: When artificial intelligence is used for making decisions, people are more likely to accept those decisions if they can be made intelligible to the public. This understanding has led to the emerging field of explainable artificial intelligence. We review how research on explainable artificial intelligence is being conducted and discuss the limitations of current approaches. In addition to technical limitations, there is the huge problem that human decision-making is not entirely transparent either. We conclude with our position that the opacity of intelligent decision-making may be intrinsic, and with the larger question of whether we really need explanations for trusting inherently complex and large intelligent systems — artificial or otherwise.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 3.141.37.53

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Thomson, S.; van Stein, N. and van den Berg, D. (2023). The Opaque Nature of Intelligence and the Pursuit of Explainable AI. In Proceedings of the 15th International Joint Conference on Computational Intelligence - NCTA; ISBN 978-989-758-674-3; ISSN 2184-3236, SciTePress, pages 555-564. DOI: 10.5220/0012249500003595

@conference{ncta23,
author={Sarah Thomson. and Niki {van Stein}. and Daan {van den Berg}.},
title={The Opaque Nature of Intelligence and the Pursuit of Explainable AI},
booktitle={Proceedings of the 15th International Joint Conference on Computational Intelligence - NCTA},
year={2023},
pages={555-564},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012249500003595},
isbn={978-989-758-674-3},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 15th International Joint Conference on Computational Intelligence - NCTA
TI - The Opaque Nature of Intelligence and the Pursuit of Explainable AI
SN - 978-989-758-674-3
IS - 2184-3236
AU - Thomson, S.
AU - van Stein, N.
AU - van den Berg, D.
PY - 2023
SP - 555
EP - 564
DO - 10.5220/0012249500003595
PB - SciTePress