ICPC总决赛被AI统治,GPT-5组合系统12题全对登顶,人类打破头只能争夺第三
3 6 Ke·2025-09-18 01:56

Core Insights - The 2025 International Collegiate Programming Contest (ICPC) World Finals showcased the impressive capabilities of AI systems, with OpenAI's model solving all 12 problems and ranking first if included in the competition [1][6] - Google's Gemini 2.5 Deep Think model achieved gold-level performance by solving 10 out of 12 problems, ranking second [1][12] - The event featured 139 top teams from nearly 3,000 universities across 103 countries, highlighting the global competitiveness of the contest [3] AI Performance - OpenAI's system, a combination of GPT-5 and an experimental reasoning model, solved all problems within five hours, with GPT-5 independently completing the first 11 problems [6][11] - The most challenging problem, "Problem C," was solved by both AI models, while no university team managed to solve it [4][7] - Google's Gemini model started 10 minutes late but still managed to solve 10 problems, with a total time of 677 minutes, placing it second among university teams [12][16] Problem-Solving Techniques - Gemini's approach to "Problem C" involved assigning priority values to storage units and using dynamic programming to find the optimal configuration for a network of interconnected pipes [14][16] - The success of Gemini was attributed to advancements in pre-training, post-training, reinforcement learning, multi-step reasoning, and parallel thinking [16] Future Directions - OpenAI's research vice president indicated that after ICPC, the focus may shift to applying various scientific and engineering skills to real-world problems, suggesting a new frontier for AI applications [19][20] - The AI's performance in prestigious competitions like ICPC, IMO, and IOI demonstrates its growing capabilities in complex problem-solving [19]