Resources
Support your learning through our searchable research library and discover valuable resources about many topics in artificial intelligence and data analytics, such as AI ethics, bias and data tools.
Select the We Count at Large tag to view a selection of speaking engagements and presentations by IDRC team members. Many of these resources showcase the efforts of IDRC Director Jutta Treviranus, whose pioneering work and insights in AI and inclusive AI continue to inspire and lead the field.
Ada Lovelace Institute
- Intermediate
The Ada Lovelace Institute is a research institute and deliberative body dedicated to ensuring that data and AI work for people and society, with the core belief that the benefits of data and AI must be justly and equitably distributed and enhance individual and social wellbeing.
Addressing Artificial Intelligence-Based Hiring Concerns
- Intermediate
With the increased use of AI, the technology has been brought into scrutiny because of legal and ethical concerns and also because they have traditionally operated as “black boxes.” Thus, it has animated jurisdictions to enact legislation to protect job candidates. With legal intervention, however, AI companies seem to have softened their stance and are becoming more transparent.
Addressing Bias in Large-Scale AI Applications: The LinkedIn Fairness Toolkit
- Expert
An introduction to the LinkedIn Fairness Toolkit (LiFT), an open source toolkit that provides a framework for measuring fairness in large-scale machine learning workflows.
Addressing the Risks and Opportunities of Artificial Intelligence
- Intermediate
As a speaker in an IDEA Speaker Series webinar, Jutta Treviranus discussed emerging regulatory standards and efforts to train AI to serve individual differences.
A Decomposition of the Outlier Detection Problem into a Set of Supervised Learning Problems
- Expert
A discussion of the use of an attribute-wise learning for scoring outliers (ALSO) approach to manage outlier data and a comparison of this method to classic methods of outlier detection.
Advancing Racial Equity through Technology Policy
- Intermediate
A new AI Now report makes a case for centring racial equity in the US technology policy debate and charts a policy path toward a tech sector and economy organized around equity.
Advisory Council on the Ethical Use of AI and Data
An evaluation of Singapore's Advisory Council on the Ethical Use of AI and Data.
Aerial Technologies
- Intermediate
Aerial provides ISPs and MSOs, healthcare players, security systems integrators and smart object manufacturers with a unique cloud-based, low-cost solution that leverages existing wireless infrastructure and machine learning to give context, meaning and value to motion.
Age-Related Bias and Artificial Intelligence: A Scoping Review
- Expert
A scoping review was undertaken to explore age-related bias in AI systems, identify how AI systems encode, produce, or reinforce age-related bias, what is known about digital ageism, and the social, ethical and legal implications of age-related bias.
AGID Accessibility Guidelines
Accessibility guidelines published by Agency for Digital Italy.