User-centered XAI/ML systems
For most industrial problems, AI solutions are developed in isolation and users are only introduced in the final stages of the development process after a minimum viable solution is ready. With this conventional approach, it is often found that product leads or product managers tend to focus on projecting the solution from the development team's perspective to meet the goals of the users. Well, this approach is absolutely fine, and it might work really well for certain use cases that require the technical team to develop through abstraction. However, if the users are not involved in the early stages of the implementation process, it has been often found that the users are reluctant to adopt the solution. So, the ENDURANCE ideology is focused on developing solutions by involving final users right from the design phase of the solution.
The ENDURANCE ideology focuses on the principles of HCI and emphasizes the importance of distributed cognition of...