Preface ...................................................................................................................... vii
About the Editors ...................................................................................................... ix
List of Contributors ................................................................................................... xi
Chapter 1 Raising a Global Standard in the Procurement of Artificial
Intelligence and Automated Decision Systems .................................... 1
Gisele Waters and Cari Miller
Chapter 2 Data Empowerment and Protection Architecture (DEPA)
for Training Machine Learning (ML) Models ................................... 35
Shyam Sundaram, Kapil Vaswani, Gaurav Agarwal,
Sunu Engineer, and AVS Sridhar
Chapter 3 Generative AI Governance: Technological Monoculture, Market
Structure and the Risk of Correlated Failures.................................... 48
Ramayya Krishnan, Prasanna Parasurama, Joao Sedoc, and
Arun Sundararajan
Chapter 4 Empowering Citizens through Responsible AI Governance:
Policy Recommendations for Public Algorithm Registers .................51
Jens Meijen and Niharika Gujela
Chapter 5 Responsible Adoption of Cloud-Based Artificial Intelligence
in Health Care: A Validation Case Study of Multiple Artificial
Intelligence Algorithms for Diabetic Retinopathy Screening
in Public Health Settings .................................................................... 62
Mona Duggal, Anshul Chauhan, Ankita Kankaria, Preeti Syal,
Vishali Gupta, Priyanka Verma, Vaibhav Miglani,
Deepmala Budhija, and Luke Vale
Chapter 6 Participation in AI: Notes from the Trenches .................................... 72
Tarunima Prabhakar, Cheshta Arora, and Arnav Arora
Chapter 7 Risk Assessment Methodology for AI Regulation and
Navigating Liability Determination in an AI-Driven World:
A Policy Paper on Risk Assessment ................................................... 87
Aditya Mohan and Karthik Satishkumar
Chapter 8 Harnessing the Potential of AI for Indian Agriculture: Using
"Bhashini" as a Tool to Deploy Responsible AI and Increase
the Uptake of AI Applications Among Farmers ...............................119
Abhishek Raj, Harsh Singh, and Anshul Pachouri
Chapter 9 Regional Inequities in Extraction and Flow of Resources
That Support and Power the Design, Development and
Access to AI: Lessons from the Global South ..................................129
Saikat Datta, Shachi Solanki, and Anand Venkatanaryanan
Chapter 10 Assessing the Trustworthiness of Generative AI Used in
Higher Education ...............................................................................144
Adarsh Srivastava, Gokul Gawande, Divya Dwivedi,
Manu Dev, Vinayak Kottawar, Ishwar Chavhan, and
Roberto V. Zicari
Chapter 11 Actionable Ethics: From Philosophical Principles to
Operational Initiatives for Responsible AI Projects in the
Public Sector in the French Context ..................................................155
Anthéa Serafin, Lisa Fériol, and Bertrand Monthubert
Chapter 12 Supporting AI at Scale in the APEC Region through
International Standards .....................................................................167
Aurelie Jacquet, Karen Batt, and Jesse Riddell
Chapter 13 Suggested Framework for Improved Algorithmic Auditing
in India ..............................................................................................186
Harsh Lailer, Gadamsetti Srija, Aseem Saxena, and
Agrima Lailer
Chapter 14 Artificial Intelligence, Government, and Challenges: Initial
Insights from Rwanda's Mbaza AI-Chatbot Project ........................ 200
Lea Gimpel and Keegan McBride
Index .......................................................................................................................211
