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While Sonnet-3.5 excels in accuracy-token, o1 excels in self-reflection in small isolated tasks. With AlphaCodium, o1 tasks are broken to small isolated tasks, while the flow introduced in AlphaCodium actually guides the steps and overall decision making framework.

We will see more of these frameworks for different use cases






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