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A new benchmark called FrontierMath has been created to assess the mathematical reasoning capabilities of AI models. The benchmark features a collection of challenging problems designed to test AI’s ability to solve complex mathematical problems. The results of the benchmark indicate that current AI systems struggle to solve even a small fraction of these problems, with less than 2% being successfully solved. This highlights a significant gap in the advanced mathematical reasoning abilities of AI, suggesting that there is still substantial progress to be made in this area.

References:

• Techmeme - Michael Nuñez / :   —  Artificial intelligence systems may be good at generating text, recognizing images, and even solving basic math problems … - 9d
• @Techmeme - FrontierMath, a new benchmark for evaluating AI model's advanced mathematical reasoning, shows current AI systems solve less than 2% of its challenging problems (Michael Nuñez/VentureBeat) - 9d
• Security News - Artificial intelligence systems may be good at generating text, recognizing images, and even solving basic math problems … - 9d
• math, stat, cs.AI, cs.CR, cs.DM, cs.GT, cs.MS updates on arXiv.org - This is a research paper about the FrontierMath project, where authors discuss the motivation behind creating it, the problems that it contains, and the results of evaluating the performance of popula - 8d
• LessWrong - This article talks about FrontierMath, a new benchmark for evaluating AI's ability to perform advanced mathematical reasoning. - 8d

Classification:

• HashTags: AI MachineLearning Mathematics
• Target: AI systems
• Product: FrontierMath
• Feature: AI reasoning
• Type: Research
• Severity: Informative