This invention describes a system that organizes a competition among different artificial intelligence programs to find the best one for a particular task. A central computer system provides a task and its ongoing progress to these programs, then asks them to predict the next step. The programs are ranked based on their prediction accuracy, specifically focusing on computational methods such as Monte Carlo simulations or particle methods.
Why it matters: Since 2020, the rapid advancements in specialized AI hardware and high-performance computing have made the 'hardware-assisted' competitive evaluation of AI solvers significantly more practical. This enables more efficient execution of computationally intensive methods like Monte Carlo simulations for ranking.
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