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How OpenAI Beat Every Human Team at the World's Hardest Coding Competition

The Neuron: AI Explained

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Why Competitive Coding Tests Reasoning

Ahmed explains why competitive programming is a strong measure of model reasoning and how community expertise drove the effort.

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