The film lacks discernible LGBTQ+ characters or narratives. The romantic subplot follows a conventional comedic trajectory without exploring non-heteronormative identities.

While Marie Curie provides a female intellectual presence, the narrative remains driven by male-centric energy. Female characters primarily function as foils or romantic interests.

Casting leans heavily toward a homogeneous Western perspective. The film does not utilize diverse ethnic ensembles to challenge Anglo-centric views of scientific history.

The film disrupts the sanctity of historical greatness by portraying a scientific icon as a bumbling eccentric. It prioritizes absurdist pursuits over traditional moral frameworks.

There is no intentional representation of neurodivergence or physical disability. The protagonist's eccentricities are framed through comedic 'mad genius' tropes rather than lived experience.