We have substantially revised the factored conditional filtering paper to frame it more generally as a solution for belief acquisition in AI agents. Here’s the revised paper on arXiv. https://arxiv.org/abs/2206.02178v3 Here’s the abstract: This paper studies how belief acquisition can be accomplished using stochastic filtering. First, a theoretical foundation for empirical beliefs is outlined. Then … More Belief Acquisition as Stochastic Filtering