I think there are many jokes that do not depend on low or high stakes but work purely on the unexpected situation conjured in the joke. Good examples are puns and play of words, which are quite common in Germany (though many puns involve readings that have different levels of danger/stake that’s not required).
I see two readings out:
The ambiguity between the two readings and the associated flaw in the model is what is detected. Arousal is downstream of this detection.
The ambiguity is detected in terms of how much the steering system predictions fluctuate during a short time. All frames will necessarily predict at least slightly different ground truth and maybe if the cosine (or whatever other vector difference measure) is large enough, it counts. Fluctuation between arousal and non-arousal would drive the cosine high even if other dimensions wouldn’t change much.
I think there are many jokes that do not depend on low or high stakes but work purely on the unexpected situation conjured in the joke. Good examples are puns and play of words, which are quite common in Germany (though many puns involve readings that have different levels of danger/stake that’s not required).
I see two readings out:
The ambiguity between the two readings and the associated flaw in the model is what is detected. Arousal is downstream of this detection.
The ambiguity is detected in terms of how much the steering system predictions fluctuate during a short time. All frames will necessarily predict at least slightly different ground truth and maybe if the cosine (or whatever other vector difference measure) is large enough, it counts. Fluctuation between arousal and non-arousal would drive the cosine high even if other dimensions wouldn’t change much.