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DeepMind's artificial intelligence, AlphaGeometry2, has achieved a remarkable feat by solving 84% of the geometry problems from the International Mathematical Olympiad (IMO) over the past 25 years. This performance surpasses the average gold medalist in the prestigious competition for gifted high school students. The AI's success highlights the growing capabilities of AI in handling sophisticated mathematical tasks.
AlphaGeometry2 represents an upgraded system from DeepMind, incorporating advancements such as the integration of Google's Gemini large language model and the ability to reason by manipulating geometric objects. This neuro-symbolic system combines a specialized language model with abstract reasoning coded by humans, enabling it to generate rigorous proofs and avoid common AI pitfalls like hallucinations. This could potentially impact fields that heavily rely on mathematical expertise.
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References :
- www.nature.com: This news report discusses DeepMind's AI achieving performance comparable to top human solvers in mathematics.
- techcrunch.com: DeepMind says its AlphaGeometry2 model solved 84% of International Math Olympiad's geometry problems from the last 25 years, surpassing average gold medalists
- Techmeme: DeepMind says its AlphaGeometry2 model solved 84% of International Math Olympiad's geometry problems from the last 25 years, surpassing average gold medalists (Kyle Wiggers/TechCrunch)
- techxplore.com: TechXplore reports on DeepMind AI achieves gold-medal level performance on challenging Olympiad math questions.
- www.analyticsvidhya.com: DeepMind’s AlphaGeometry2 Surpasses Math Olympiad
- www.marktechpost.com: Marktechpost discusses Google DeepMind's AlphaGeometry2.
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