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We explore the stakes of qualitative research under algorithmic entropy—curated academic chaos that disciplines knowledge through containment and fear. This manufactured disorder, marked by institutional precarity and political backlash, conceals a reconsolidation of the academy’s colonial and predictive defaults. We examine how researchers navigate pressures to self-censor or disappear by identifying two trajectories qualitative scholars may take: prophylactic obedience and radical interdisciplinarity. Drawing on our experiences, more-than-human metaphors, and the resistant practices of qualitative scholarship, we theorize radical interdisciplinarity as qualitative refusal—grounded in relation, creativity, rhythm, and rupture. We imagine methodological unruliness as a way to resist capture and hold contradiction, building a scholarly community capacious enough to remain ungovernable—even within the looping return of institutional control.