AI RESEARCH
CP-Agent: A Calibrated Risk-Controlled Agent for Feedback-Driven Competitive Programming
arXiv CS.CL
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ArXi:2605.24693v1 Announce Type: new Large language models still struggle with contest-level programming, while many agentic remedies rely on massive inference-time sampling or expensive multi-stage post-