I thought learned helplessness was tied more to acceptance of negative stimuli. Like, if you expose a rat to an electric shock that it can’t do anything to escape or prevent enough times they’ll learn that they can’t do anything about it and stop trying even if presented with a very clear means of escape. Cognitive offloading I think is more tied to atrophy and/or habituation, which is related but distinct imo.