The film maintains a strictly heteronormative structure. It focuses entirely on Edison's domestic and professional life without any depiction of non-cisnormative identities or same-sex intimacy.

Female characters are relegated to the domestic sphere, acting as supportive figures for the protagonist. The narrative prioritizes male intellectual agency and leadership over female autonomy.

The portrayal of American industrial history is homogeneous and predominantly white. It lacks diverse ethnic perspectives or color-blind casting in its depiction of the late 19th century.

The story celebrates Western industrialism and the 'Great Man' theory of history. It promotes traditionalist values of capitalism, individual merit, and American innovation.

Technical failures are framed as mechanical hurdles rather than lived experiences of disability. There are no depictions of characters navigating the world with physical or neurodivergent impairments.