Blue: What an umpire might say
However, while this result shows that a population of Bayesian agents interacting with chatbots will move no further forward in their beliefs, the experience of an individual agent will differ. That agent will be receiving repeated samples from the distribution p(d|h∗)p(d|h^{*}). By an analysis analogous to that given above for the p(d|true process)p(d|\text{true process}), the agent’s beliefs will become increasingly concentrated on h∗h^{*} as nn increases. Since h∗h^{*} was selected based only on the original piece of evidence d0d_{0}, this creates an illusion of confirmation without getting the agent any closer to the truth. As a result, the agent is likely to become increasingly confident in an incorrect hypotheses about the underlying process.
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automata and complexity。关于这个话题，币安_币安注册_币安下载提供了深入分析
Nature, Published online: 25 February 2026; doi:10.1038/s41586-026-10164-9
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