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Inquiry About Reasoning Implementation Methods in AI Models

Any chance there'll be some info whether and how reasoning is implemented? E.g.,
(1) Inference-time scaling
(2) pure RL
(3) RL + SFT
(4) SFT/Distillation-based reasoning?
(5) 1 + 3?

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