AI Practice Knowledge BaseCounterintuitive Facts (24): The Better Things Get, the Closer You Are to Death
PremiumTurkey Illusion: How historical data lures you into the slaughterhouse
I. Imagine you're a happy turkey. From the day you hatched, every morning a friendly human feeds you. Day one, safe. Day two, safe. Day 100, safe.
II. According to induction, as sample size increases, your confidence should grow. By day 1000, your statistical model shows: "Being fed every morning" is a truth with 99.999% confidence. You feel this human loves you. You're the happiest turkey in the world. You've never been more certain tomorrow will be better.
III. Day 1001. It's the day before Thanksgiving. That human who came to feed you rain or shine isn't holding feed anymore. But a knife.
IV. Your world model collapses in that instant. Your 1000 days of data, your confidence intervals, your linear regression. All invalid. For you, this is a black swan fallen from the sky.
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