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How Anthropic got so good at coding

AI models weren't that good at coding. Then, in the summer of 2024, Anthropic released a new model that blew everyone away.
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Polish programmer beats OpenAI's custom AI in 10-hour marathon, wins World Coding Championship — possibly the last human winner

Przemysław “Psyho” Dębiak, a Polish programmer and former OpenAI engineer, defeated the company’s own advanced AI model in the 2025 AtCoder World Tour Finals. In a grueling 10-hour coding contest, he ...