The film lacks any discernible presence of LGBTQ+ characters or narratives. Romantic and social dynamics adhere strictly to the heteronormative standards of the era.

The narrative focuses heavily on the agency of the male protagonist, Arsène Lupin. Women appear primarily within conventional social roles without challenging masculine leadership.

Set within a culturally homogeneous French context, the film lacks non-white casting or diverse ethnic perspectives. It maintains a strictly Eurocentric focus.

The story reinforces traditional Western structures through a romanticized caper involving high-value art. It lacks systemic critique or anti-institutional sentiment.

There is no documented presence of characters with visible or invisible disabilities. The film does not engage with neurodivergence or physical impairment.