Testing AI: Practices and Insights (TAIPI2023)

The evolution of AI has resulted in AI being used in increasingly more areas of human activity; indeed it is routinely used in everyday systems from GPS, screening medical images, creating innovative content to controlling complex systems like driverless vehicles. The last decade has seen significant advances in AI and wider application, driven by global competitive drives towards dominance in AI for both countries and corporations. However, one area lacking in activity is in ‘testing AI’. This is becoming a significant consideration with growing concerns on the trustworthiness, security and impact of AI based systems with politicians, governments, societies, businesses, and technology companies calling for a more robust, trusted, safe and transparent approach to AI development. AI testing is becoming a key issue with a need to share good practices and insights on how to suitably test AI systems ‘beyond just testing algorithms’. This book hopes to addresses these gaps and be a key reference covering best practices, issues, case studies, challenges and approaches to testing AI. We are looking for submisions that go beyond just testing the AI algorithms.

Submission Guidelines

All book chapters must be original and not simultaneously submitted to another book, journal or conference. 

Topics can include, but not limited to, the following:-

• Approaches to Testing AI systems, subsystems and elements
• Bounding Applicability of AI systems, subsystems and elements
• Case studies of applying and testing AI in human systems
• Keeping the Human Expert in the creative loop
• Human Centered approaches to testing AI
• AI systems for Security and Privacy
• AI testing in safety critical or mission critical systems
• Tools for testing AI systems
• Testing adaptive AI
• Compliance with software testing standards
• Issues and challenges in testing AI beyond the algorithms

Chapters are expected to be between 5000 and 7,500 words and be fully referenced.

Book Editors

• Dr Andrew M'manga
• Dr Anita Khadka
• Dr Carl Adams
• Nathan Rourke
• Dr Yuchen Zhao

Contact

All questions about submissions should be emailed to Carl Adams at ca.mobipublishing@gmail.com