The core premise and plot revolve around financial corruption, cover-ups, and a student journalist uncovering discrepancies—classic storytelling with no foundational progressive ideology, systemic oppression narratives, or identity politics as the emotional driver. Casting and characters, including student journalist Rachel Bhargava, remain organic to the Long Island setting and source material without DEI mandates or forced diversity, preserving the historical record of the events. Frank's secret gay relationship, including kisses and an implied affair with Kyle Contreras, is drawn directly from the historical record as one layer of his deception and double life rather than an added activist statement or focal point for queer exploration.

The gay subplot serves the plot function of hidden life rather than messaging or centrality, keeping the film's emphasis on the embezzlement scheme and its exposure. This faithful adaptation of real events with no race or gender swaps of established figures results in minimal progressive messaging overall.