Rabin’s Tree Theorem says that the {mso} theory of the infinite binary tree 2^* is decidable. Shelah showed that MSO logic becomes undecidable if this tree is extended to 2^{≤ω}, i.e. by allowing quantification over sets of infinite branches. A longstanding open problem is whether the decidability can be recovered in 2^{≤ω} by restricting set quantification to Borel sets. We make some progress in this direction, by identifying a suitable automaton model, and showing that most of the automata-theoretic approach to Rabin’s Theorem can be extended to the new framework. The only missing part is a conjecture about finite-memory determinacy in certain games. This paper states and explores the conjecture. We prove it in some restricted cases, and give lower bounds on the memory required in those games.