The model isn't smarter. It just thinks longer. ?
That's the secret behind reasoning models like OpenAI o1 and DeepSeek R1. Instead of one shot at an answer, they use chain of thought — structured thinking tokens that plan, evaluate, and then respond.
More compute at inference. Way better results on coding, math, and planning.
Not every problem needs it — but when it does, nothing else comes close.
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