Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered AI systems
B Shneiderman - ACM Transactions on Interactive Intelligent Systems …, 2020 - dl.acm.org
This article attempts to bridge the gap between widely discussed ethical principles of Human-
centered AI (HCAI) and practical steps for effective governance. Since HCAI systems are …
centered AI (HCAI) and practical steps for effective governance. Since HCAI systems are …
Human-centered artificial intelligence: Three fresh ideas
B Shneiderman - AIS Transactions on Human-Computer Interaction, 2020 - aisel.aisnet.org
Abstract Human-Centered AI (HCAI) is a promising direction for designing AI systems that
support human self-efficacy, promote creativity, clarify responsibility, and facilitate social …
support human self-efficacy, promote creativity, clarify responsibility, and facilitate social …
Trustworthy AI: From principles to practices
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …
of various systems based on it. However, many current AI systems are found vulnerable to …
Challenges of human-aware AI systems: AAAI presidential address
S Kambhampati - AI Magazine, 2020 - ojs.aaai.org
From its inception, artificial intelligence (AI) has had a rather ambivalent relationship to
humans—swinging between their augmentation and their replacement. Now, as AI …
humans—swinging between their augmentation and their replacement. Now, as AI …
[HTML][HTML] Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Abstract Trustworthy Artificial Intelligence (AI) is based on seven technical requirements
sustained over three main pillars that should be met throughout the system's entire life cycle …
sustained over three main pillars that should be met throughout the system's entire life cycle …
Designing AI using a human-centered approach: Explainability and accuracy toward trustworthiness
One of the major criticisms of Artificial Intelligence is its lack of explainability. A claim is made
by many critics that without knowing how an AI may derive a result or come to a given …
by many critics that without knowing how an AI may derive a result or come to a given …
Towards a conceptual framework for ethical AI development in IT systems
The rapid advancement of artificial intelligence (AI) technologies has prompted significant
societal, ethical, and legal concerns regarding their deployment in information technology …
societal, ethical, and legal concerns regarding their deployment in information technology …
Toward accountable human-centered AI: rationale and promising directions
J Qadir, MQ Islam, A Al-Fuqaha - Journal of Information …, 2022 - emerald.com
Purpose Along with the various beneficial uses of artificial intelligence (AI), there are various
unsavory concomitants including the inscrutability of AI tools (and the opaqueness of their …
unsavory concomitants including the inscrutability of AI tools (and the opaqueness of their …
Establishing the rules for building trustworthy AI
L Floridi - Ethics, Governance, and Policies in Artificial …, 2021 - Springer
In this chapter, I argue that the European commission's report,'Ethics guidelines for
trustworthy AI', provides a clear benchmark to evaluate the responsible development of AI …
trustworthy AI', provides a clear benchmark to evaluate the responsible development of AI …
AI certification: Advancing ethical practice by reducing information asymmetries
As artificial intelligence (AI) systems are increasingly deployed, principles for ethical AI are
also proliferating. Certification offers a method to both incentivize the adoption of these …
also proliferating. Certification offers a method to both incentivize the adoption of these …