To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems
Responsible AI research typically focuses on examining the use and impacts of deployed AI systems. Yet, there is currently limited visibility into the pre-deployment decisions to pursue building such systems in the first place. Decisions taken in the earlier stages of development shape which systems are ultimately released, and therefore represent potential, but underexplored, points for intervention. As such, this paper investigates factors influencing AI non-development and abandonment throughout the development lifecycle. Specifically, we first perform a scoping review of academic literature, civil society resources, and grey literature including journalism and industry reports. Throug...
| Authors | Shreya Chappidi, Jatinder Singh |
|---|---|
| Primary category | cs.CY |
| Published | 30 April 2026 |
| Last updated at source | 30 April 2026 |
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