As industry moves towards more inclusion of artificial intelligence (AI) in its products, there is a crucial need to investigate how academic and industrial research can contribute to the robustness assessment of AI in safety-critical systems. This workshop aimed to update the community on the state-of-the-art in “robustness in AI”, discussing how it aligns with industrial challenges and exploring a more collaborative future on AI safety between research institutes and industries.