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DeepSeek-R1 beats 10x larger models by thinking longer

This explains why DeepSeek-R1 beats models 10x its size. It's not bigger. It's not trained on more data. It just thinks longer and verifies harder. 32B parameters thinking for 30 seconds > 405B parameters answering instantly. The scaling law just changed from "bigger" to

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