The lingering shadow cast by the return Black Swan December 2025

The lingering shadow cast by the return Black Swan December 2025

The problem of induction illustrates the limits of human understanding's reliance on the property of inferring the future from observations of the past. No amount of vast observations can completely guarantee future events, and the example of how no matter how many white swans we see, we cannot deny the existence of black swans is symbolic. As Hume pointed out, the assumption that nature behaves the same way in the future as in the past itself involves a cycle that can only be supported by induction. Taleb viewed this problem as a modern theory of uncertainty, stating that extreme events that do not appear in past data, or black swans, are what shake societies and institutions. Yesterday, to which models and predictions refer, is inherently incomplete, and silent evidence and unrecorded phenomena always lurk outside of our understanding. Humans escape into reassuring narratives, focusing only on the known and disregarding the unknown, but blind spots are what lead to catastro
phe. What is important is not the accuracy of prediction, but to have a structure that is not easily broken when mistakes are made, and the future is not an extension of yesterday. The black swan is quietly repainting the world, and the shadow of induction continues to question modesty and preparedness.