AI surpass Superman in Competitive Programming via Agentic RL [pdf](deep-reinforce.com)
deep-reinforce.com
AI surpass Superman in Competitive Programming via Agentic RL [pdf]
https://deep-reinforce.com/grandcode.pdf
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GrandCode is the first AI system that consistently beats all human participants in live contests of competitive programming: in the most recent three Codeforces live competitions, i.e., Round 1087 (Mar 21, 2026), Round 1088 (Mar 28, 2026), and Round 1089 (Mar 29, 2026), GrandCode placed first in all of them, beating all human participants, including legendary grandmasters. GrandCode shows that AI systems have reached a point where they surpass the strongest human programmers on the most competitive coding tasks.