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TabPFN-Rel not only tops the leaderboard on RelArena-$\alpha$ but also challenges the notion that specialized architectures are always superior to flattened relational databases.
Causal effects between high-dimensional variables may be simpler than you think: they often depend only on low-dimensional summary statistics, or bottlenecks, of the causes.