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Intelligence Transfer Across Domains: Generalization Mystery and Evidence

I still find it mysterious whether and how intelligence and capabilities transfer between domains and skills – from meta learning during early days to more recent question like whether solving maths helps writing a good essay. Sometime I feel a bit pessimistic given not enough evidence I’ve seen. Would like to get more suggestions and pointers to papers on this topic of generalization in the thread! 🧵

→ View original post on X — @lilianweng, 2025-07-13 21:19 UTC