AlphaOne (α1) is a general framework for regulating the thinking progress of large reasoning models (LRMs) during testing. By introducing α moments and dynamically scheduling slow transitions in thinking stages, α1 achieves flexible regulation from slow to fast reasoning. This method unifies and extends existing monotonic scaling approaches, optimizing reasoning capabilities and computational efficiency. The product is applicable for researchers and developers who need to handle complex reasoning tasks.