Bridging the gap between explainable AI and uncertainty quantification to enhance trustability

D Seuß - arXiv preprint arXiv:2105.11828, 2021 - arxiv.org
After the tremendous advances of deep learning and other AI methods, more attention is
flowing into other properties of modern approaches, such as interpretability, fairness, etc …

A survey of ethical considerations in AI: navigating the landscape of bias and fairness

MM Islam, J Shuford - … General Science (JAIGS) ISSN: 3006-4023, 2024 - ojs.boulibrary.com
Artificial Intelligence (AI) has emerged as a transformative force across numerous domains,
from healthcare to finance and beyond. However, as AI systems become increasingly …

Intelligent systems and AI techniques: Recent advances and Future directions

IE Samara - Review Article, 2023 - americaspg.com
In recent years, Intelligent systems and AI techniques have advanced significantly, thanks to
breakthroughs in deep learning, reinforcement learning, and related fields. These …

Never trust, always verify: a roadmap for Trustworthy AI?

LN Tidjon, F Khomh - arXiv preprint arXiv:2206.11981, 2022 - arxiv.org
Artificial Intelligence (AI) is becoming the corner stone of many systems used in our daily
lives such as autonomous vehicles, healthcare systems, and unmanned aircraft systems …

Contextualizing User Perceptions about Biases for Human-Centered Explainable Artificial Intelligence

CW Yuan, N Bi, YF Lin, YH Tseng - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Biases in Artificial Intelligence (AI) systems or their results are one important issue that
demands AI explainability. Despite the prevalence of AI applications, the general public are …

Trusted artificial intelligence: technique requirements and best practices

T Zhang, Y Qin, Q Li - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
The development and adoption of artificial intelligence (AI) have brought numerous
problems and potential threats, such as information cocoons, algorithmic collusion …

[HTML][HTML] Controllable AI-An Alternative to Trustworthiness in Complex AI Systems?

P Kieseberg, E Weippl, AM Tjoa, F Cabitza… - … -Domain Conference for …, 2023 - Springer
The release of ChatGPT to the general public has sparked discussions about the dangers of
artificial intelligence (AI) among the public. The European Commission's draft of the AI Act …

[HTML][HTML] AI and the quest for diversity and inclusion: A systematic literature review

RA Shams, D Zowghi, M Bano - AI and Ethics, 2023 - Springer
The pervasive presence and wide-ranging variety of artificial intelligence (AI) systems
underscore the necessity for inclusivity and diversity in their design and implementation, to …

Ethical AI in practice: Balancing technological advancements with human values

BS Ayinla, OO Amoo, A Atadoga, TO Abrahams… - International Journal of …, 2024 - ijsra.net
In an era where artificial intelligence (AI) increasingly intersects with every facet of human
life, the imperative for ethical AI has never been more pronounced. This paper delves into …

Ethical Considerations in the Development and Deployment of AI Systems

BK Konidena, JNA Malaiyappan… - European Journal of …, 2024 - ajpojournals.org
Purpose: Complex artificial intelligence algorithms may make it hard to understand how they
reach certain conclusions or decisions. Lack of transparency raises concerns about bias …