AI and the Agnogenic Test Engineer
With more than four decades of defence engineering experience, including regulatory software assurance for platforms such as the F-35 Lightning II and contributions to MOD policy development, including JSP 936, Dependable Artificial Intelligence (AI) in Defence Applications, Dstl Principal Advisor for Autonomy and AI Safety Engineering Dr Alec Banks examines a critical dimension of testing in the age of AI.
As AI increasingly participates across the engineering lifecycle, including development, testing, orchestration, and decision support, new assurance challenges emerge that extend beyond traditional software safety concerns. Building on the concept of agnogenesis, this presentation explores how testing activities can inadvertently reduce understanding while increasing confidence.
Alec Banks
Senior Principal Scientist, Dstl
Alec works as a Principal Advisor for Autonomous Systems and AI Safety Engineering at the UK Ministry of Defence (MOD) Defence Science and Technology Laboratory (Dstl). In 2026…