The film lacks any discernible LGBTQ+ characters. The narrative focuses entirely on hyper-masculine law enforcement and crime environments without engaging with non-heteronormative identities.

The story centers on male protagonists and a mentorship between a rookie and a veteran. Female characters appear only in secondary roles, lacking the agency to drive the plot.

The cast is relatively homogeneous, reflecting the local Hong Kong population. While it avoids Western-centric whitewashing, it lacks intersectional or diverse ethnic representation.

The film portrays crime through a lens of chaos and consequence rather than complex ideology. It presents the police as a stabilizing force against anti-social behavior.

There is no meaningful depiction of physical or neurodivergent disabilities. Characters are defined strictly by their physical capabilities within high-speed chase mechanics.