Specific episodes like 'Hannibal Quits,' 'Lizzo Up,' and 'You Got Served' feature the usual deranged antics, such as Hannibal Buress's mid-season exit replaced by the mutant clone Blannibal, a new all-Japanese house band for comedic effect, and segments like Bird Up with Lizzo, all driven by absurdity rather than identity politics or social commentary. Creator Eric André has repeatedly described the intent as 'warping people’s reality to the point of psychosis' and cramming 'absurdity into reality,' with no statements referencing activism, DEI, or critiques of traditional norms.

Casting remains consistent with prior seasons—André as host alongside diverse but organically selected guests like A$AP Ferg and Lakeith Stanfield—without race- or gender-swapping of established characters or forced representation as focal points. Audience and critic reception highlights the show's consistency in edgy, non-PC humor, with no notable backlash labeling it 'woke' and reviews noting it is 'not too political.' Progressive themes are entirely absent from premise, arcs, or subplots.