Asklemmy

This feels like the poison scene from the princess bride, so I'll approach it with that level of intellectual derangement.

Which means the obvious first step is to recognize that the house is a cheater who wants you to stay poor so your choice doesn't matter. There is poison in both cups and I will lose either way. Money no longer influences my decision.

Next, I flip a coin ten times and note my reaction to the choices. That's my gut instinct and obviously what the model predicted unless it's either not smart enough to know my gut or smart enough to predict my double bluff, therefore useless.

Next, I decide which variables are most likely to influence the prediction (gender, age, education level, big 5 personality score) and realize this is the adult marshmallow test. I obviously think I'm smart and want the model to know that, so it obviously predicted that I would take one box because I'm a good little goodie two shoes who delays instant gratification for the potential bigger payoff. Therefore I choose two boxes because the model would never expect someone as smart as I to make such a dumb greedy move. Surely, I have outsmarted the supercomputer with my quadruple bluff and have won.

And then I remember I am dumb and the model knows that, because in my excitement, I forgot that the house is a cheater who always wins (and there was likely never any money in the mystery box because researchers never get that kind of funding). I am forced to believe that the model accurately perceived me to be a greedy idiot who took two boxes against my better judgement, shattering my ego.

But hey, I at least got $1k out of it.