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Are these really reasoning challenges? Seems like they are really solved via brute force or guess and check

Heuristic search, not exhaustive search, is an essential ingredient of reasoning. Has been true since chess. Remains true with MCTS, LLMs, etc.

What heuristics are there for some of these?