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.
Social Code - Book IX - Rehabilitation and Participation of Disabled Persons
The text of Germany's Social Code.
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
- Expert
This article highlights data quality issues and general challenges for research using social data, including population biases, behavioural biases, content biases, linking biases, temporal variations and redundancy.
Social Principles of Human-Centric AI
A report about some of the impacts of AI on Japanese society that includes a set of AI social principles and identifies some issues to consider in AI R&D and social implementation.
Society‑in‑the‑Loop: Programming the Algorithmic Social Contract
- Expert
An article that adds social contract theory to current Human in the Loop (HITL) for monitoring and supervising machine learning systems called Society in the Loop (SITL), where various societal stakeholders are required to monitor the system rather than just the human creator.
Solon Barocas on Teaching Ethics in Data Science
- Intermediate
A discussion of how ethics in data science should be taught to post-secondary students and what they need to know to be able to assess the social impact of their work.
Someone Has Created a Tool That Makes Captions for Deaf People in Real World Conversations
- Intermediate
Meta is developing a new app that transcribes speech into text in the real world using AR, which could be a game changer for people who are hard of hearing or deaf. The live-captioning technology displays captions on top of the person speaking via wearables, focusing only on the identified speaker's voice, and it even works in crowded spaces.
Sonify: Data Sonification - Turning Data into Sound
- Expert
This Sonify package provides a substitute for R's plot function to simplify data analysis for the visually impaired.
SR 11-7: Guidance on Model Risk Management
Supervision and regulation letter on the guidance of model risk management.
Standard Acquisition Clauses and Conditions (SACC) Manual
The Standard Acquisition Clauses and Conditions Manual includes procurement clauses and general conditions as well as instructions on how these clauses and conditions are used.
Standard on Metadata
Aims to increase the use of standardized metadata and value domains in support of the management of information resources.