Search engine for discovering works of Art, research articles, and books related to Art and Culture
Javascript must be enabled to continue!
Data-Driven Innovation for Trustworthy AI
View through CrossRef
Global concerns over the trustworthiness of rapidly proliferating AI-centric artefacts have led to generic institutional recommendations for trustworthy AI, which are yet to be operationalised and integrated with design and innovation processes. We leverage the double hump model of data-driven innovation to propose and illustrate diverse data-driven approaches for identifying and evaluating opportunities, and generating and evaluating concepts for trustworthy AI, addressing the recommendations of trustworthy AI as part of these processes. Building on the existing frameworks for classifying and managing risks associated with AI, we advocate for an ontological basis for trustworthy AI to enable fine-grained, computational assessments of AI-centric artefacts, their domains and organisations.
Title: Data-Driven Innovation for Trustworthy AI
Description:
Global concerns over the trustworthiness of rapidly proliferating AI-centric artefacts have led to generic institutional recommendations for trustworthy AI, which are yet to be operationalised and integrated with design and innovation processes.
We leverage the double hump model of data-driven innovation to propose and illustrate diverse data-driven approaches for identifying and evaluating opportunities, and generating and evaluating concepts for trustworthy AI, addressing the recommendations of trustworthy AI as part of these processes.
Building on the existing frameworks for classifying and managing risks associated with AI, we advocate for an ontological basis for trustworthy AI to enable fine-grained, computational assessments of AI-centric artefacts, their domains and organisations.
Related Results
Executive innovation
Executive innovation
One recent quote for the role of CEOs and other C-Suite executives on the innovation of a firm is: "Innovation executives are not expected to be the innovators, but the great ones ...
Innovation, Innovation Strategy, and Strategic Innovation
Innovation, Innovation Strategy, and Strategic Innovation
Abstract
Purpose
The purposes of this chapter are to propose definitions of innovation, product innovation, business mode...
Innovation ambidexterity effects on product innovation performance: the mediating role of decentralization
Innovation ambidexterity effects on product innovation performance: the mediating role of decentralization
PurposeThe purpose of the study was to analyse the impact of innovation ambidexterity represented by explorative and exploitative innovation capabilities and their combined effects...
Social innovation : understanding selected Durban-based interior designers' perceptions of socially responsible interior design
Social innovation : understanding selected Durban-based interior designers' perceptions of socially responsible interior design
In a world with pressing social issues that require the collaboration of multiple stakeholders to solve them, this research sought to find out through the views of interior design ...
Responsible Innovation and Responsible Digital Transformation in Emerging Economies (Vietnam): the Roles of Innovation Barriers and Ethical Pressure
Responsible Innovation and Responsible Digital Transformation in Emerging Economies (Vietnam): the Roles of Innovation Barriers and Ethical Pressure
Responsible innovation and responsible digital transformation are increasingly important for firms seeking to create innovation value while responding to ethical, social, and stake...
Academic management strategies of secondary schools in Cambodia based on the concept of innovation leadership skills
Academic management strategies of secondary schools in Cambodia based on the concept of innovation leadership skills
This study aimed to 1) study conceptual frameworks of academic management of secondary schools in Cambodia and innovation leadership skills, 2) study students’ innovation leadershi...
Data-Driven Innovation for Trustworthy AI
Data-Driven Innovation for Trustworthy AI
Global concerns over the trustworthiness of rapidly proliferating AI-centric artefacts have led to generic institutional recommendations for trustworthy AI, which are yet to be ope...
Data-Driven Innovation for Trustworthy AI
Data-Driven Innovation for Trustworthy AI
Global concerns over the trustworthiness of rapidly proliferating AI-centric artefacts have led to generic institutional recommendations for trustworthy AI, which are yet to be ope...