OpenAI’s agent joined the AtCoder Finals — 10 hours, fully autonomous.
It wrote code, built strategies, and improved itself — all without human help.
Among the human contestants was Codeforces #76 ‘yosupo’…
The agent quietly outperformed him. The day a top-tier human fell to AI

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