A new arXiv paper formalizes compositional structure using algorithmic information theory, defining it as shared structure revealed only when parts are modeled together rather than separately. The work offers a…

#AIResearch #AlgorithmicInfoTheory #Compositionality
https://arxiv.org/abs/2610.20922

The tutorial covered methods from the early days of deep learning, passing through conternporary mechanistic interpretability and more, state-of-the-art compositional approaches.

#interpretability #mechinterp #compinterp #compositionality #xai #AI #ML #AIMLAI #ECMLPKDD