We propose Confusions over Time (CoT), a novel generative framework which facilitates a multi-granular analysis of the decision making process. The CoT not only models the confusions or error properties of individual decision makers and their evolution over time, but also allows us to obtain diagnostic insights into the collective decision making process in an interpretable manner.

The Goldilocks phase is reminiscent of "intelligence from starvation" in Darwinian evolution, where resource limitations drivediscoveryofmore efficient solutions.

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Bidets are extremely common in northern Italy, where the Milano Cortina Games are being played. One of the first bidets in Italy was installed at the Palace of Caserta for Queen Maria Carolina in the late 1700s. Bidets are now, once again, having a moment. As international athletes and journalists descend on northern Italy for the 2026 Winter Olympics, certain participants have wondered about the additional piece of equipment in their bathrooms. Europeans, quite familiar with the oval basins, have found themselves similarly perplexed by their confusion.