AI Struggles with Advanced Math, Solves Just 2% of Problems! 🧮

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Summary:

  1. AI Struggles with FrontierMath
    AI systems, including GPT-4 and Gemini 1.5 Pro, solve less than 2% of advanced mathematics problems in a new benchmark called FrontierMath.

  2. Challenging Problems
    The FrontierMath problems span fields like computational number theory and algebraic geometry, requiring complex reasoning and mathematical expertise.

  3. Collaboration with Experts
    The problems were created with input from over 60 mathematicians, including Fields Medalists Terence Tao and Timothy Gowers, and are designed to be guessproof.

  4. AI’s Current Limitations
    Despite top AI models achieving high accuracy on traditional math tests, they struggle with these advanced problems, showcasing limitations in reasoning and mathematical problem-solving.

  5. AI Needs Expert Help
    Experts suggest that solving these problems requires a combination of graduate-level knowledge and advanced AI tools.

Read more at: VentureBeat

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