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AI vs. Mathematical Proofs: Why Even the Best Models Struggle

  • AI models celebrated for outperforming humans in math benchmarks struggle to show their work and provide logical proofs.
  • Even the most advanced Large Language Models (LLMs) scored less than 5% when solving proof-based problems on USAMO.
  • AI's inability to provide explanations for solutions in complex reasoning tasks poses technological limitations and potential risks.
  • The study highlights the current state and limitations of artificial intelligence reasoning.

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