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 …
Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders
This systematic literature review synthesizes the conceptualizations of ethical principles in AI
auditing literature and the knowledge contributions to the stakeholders of AI auditing. We …
auditing literature and the knowledge contributions to the stakeholders of AI auditing. We …
The fallacy of AI functionality
Deployed AI systems often do not work. They can be constructed haphazardly, deployed
indiscriminately, and promoted deceptively. However, despite this reality, scholars, the …
indiscriminately, and promoted deceptively. However, despite this reality, scholars, the …
On the opportunities and risks of foundation models
AI is undergoing a paradigm shift with the rise of models (eg, BERT, DALL-E, GPT-3) that are
trained on broad data at scale and are adaptable to a wide range of downstream tasks. We …
trained on broad data at scale and are adaptable to a wide range of downstream tasks. We …
Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem
Algorithmic audits (or 'AI audits') are an increasingly popular mechanism for algorithmic
accountability; however, they remain poorly defined. Without a clear understanding of audit …
accountability; however, they remain poorly defined. Without a clear understanding of audit …
Auditing algorithms: Understanding algorithmic systems from the outside in
Algorithms are ubiquitous and critical sources of information online, increasingly acting as
gatekeepers for users accessing or sharing information about virtually any topic, including …
gatekeepers for users accessing or sharing information about virtually any topic, including …
[LIBRO][B] More than a glitch: Confronting race, gender, and ability bias in tech
M Broussard - 2023 - books.google.com
When technology reinforces inequality, it's not just a glitch—it'sa signal that we need to
redesign our systems to create a more equitable world. The word “glitch” implies an …
redesign our systems to create a more equitable world. The word “glitch” implies an …
Outsider oversight: Designing a third party audit ecosystem for ai governance
Much attention has focused on algorithmic audits and impact assessments to hold
developers and users of algorithmic systems accountable. But existing algorithmic …
developers and users of algorithmic systems accountable. But existing algorithmic …
Auditing for discrimination in algorithms delivering job ads
Ad platforms such as Facebook, Google and LinkedIn promise value for advertisers through
their targeted advertising. However, multiple studies have shown that ad delivery on such …
their targeted advertising. However, multiple studies have shown that ad delivery on such …
Designing fair AI in human resource management: Understanding tensions surrounding algorithmic evaluation and envisioning stakeholder-centered solutions
Enterprises have recently adopted AI to human resource management (HRM) to evaluate
employees' work performance evaluation. However, in such an HRM context where multiple …
employees' work performance evaluation. However, in such an HRM context where multiple …