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What's more, they show a counter-intuitive scaling Restrict: their reasoning exertion increases with problem complexity around some extent, then declines Even with possessing an sufficient token spending plan. By evaluating LRMs with their typical LLM counterparts beneath equivalent inference compute, we detect 3 efficiency regimes: (one) lower-com