On Specifying for Trustworthiness

Author:

Abeywickrama Dhaminda B.1,Bennaceur Amel2,Chance Greg1,Demiris Yiannis3,Kordoni Anastasia4,Levine Mark5,Moffat Luke5,Moreau Luc6,Mousavi Mohammad Reza6,Nuseibeh Bashar7,Ramamoorthy Subramanian8,Ringert Jan Oliver9,Wilson James1,Windsor Shane1,Eder Kerstin1

Affiliation:

1. University of Bristol, U.K

2. Open University, U.K and Lero Ireland

3. Imperial College, London, U.K

4. Trilateral Research Ltd, U.K and Lancaster University, U.K

5. Lancaster University, U.K

6. King's College London, U.K

7. Open University, U.K. and Lero Ireland

8. University of Edinburgh, U.K

9. Bauhaus-University Weimar, Germany

Abstract

As autonomous systems increasingly become part of our lives, it is crucial to foster trust between humans and these systems, to ensure positive outcomes and mitigate harmful ones.

Funder

Royal Academy of Engineering

Engineering and Physical Sciences Research Council

Science Foundation Ireland

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science

Reference44 articles.

1. Software Engineering for Machine Learning: A Case Study

2. Resource-bounded Norm Monitoring In Multi-agent Systems

3. D'Amour , A. et al. Underspecification presents challenges for credibility in modern machine learning. CoRR (2020) ; https://arxiv.org/abs/ 2011 .03395 D'Amour, A. et al. Underspecification presents challenges for credibility in modern machine learning. CoRR (2020); https://arxiv.org/abs/2011.03395

4. DeGrave , A.J. , Janizek , J.D. , and Lee , S . AI for radiographic COVID-19 detection selects shortcuts over signal. Nature Machine Intelligence ( 2021 ), 1--10. DeGrave, A.J., Janizek, J.D., and Lee, S. AI for radiographic COVID-19 detection selects shortcuts over signal. Nature Machine Intelligence (2021), 1--10.

5. Prediction of intent in robotics and multi-agent systems

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