The Whinge Engine Dataset (OWO Variant): Annotated YouTube Interaction Featuring Recursive Backpedal Dynamics
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This dataset captures a complete interaction sequence between a content creator (Trent Slade, QSOL-IMC) and a YouTube commenter exhibiting the behavioural pattern known as the Whinge Engine (Ouroboros OWO Variant). The subject initiates the exchange by characterising original work as “AI-generated content about AI-generated content,” a minimising phrase commonly used to flatten creator labour into assumed machine output. Following corrective responses, the subject transitions into the classic Whinge Engine cycle: Denial of hostility Softening language (“owo”) Appeal to academic authority (“AI was my college degree”) Ethics pedestal pivot (“AI transparency discourse”) Behavioural loop & rhetorical dissolution This dataset includes screenshots of the comment thread and an accompanying diss-track response video, forming a micro-archive of online rhetorical breakdown and digital self-consumption (the Ouroboros effect).



