AlphaGeometry: An Olympiad-level AI system for geometry
0AlphaGeometry, a novel theorem prover for Euclidean plane geometry, overcomes the challenges of machine learning in mathematical domains. Unlike current approaches limited by the high cost of translating human proofs into machine-readable format, and often by a severe scarcity of training data, 100 million theorems and proofs were synthesized for AlphaGeometry to learn entirely from scratch. This system combines a neural language model with a symbolic deduction engine, efficiently navigating through complex problem-solving. Impressively, AlphaGeometry successfully solved 25 out of 30 recent Olympiad-level problems, surpassing previous methods and nearing the capabilities of an International Mathematical Olympiad (IMO) gold medalist. It also produced human-readable proofs, excelled in all IMO 2000 and 2015 geometry problems under expert review, and discovered a new version of an IMO 2004 theorem. \n\nThe AI for Good Global Summit is the leading action-oriented United Nations platform promoting AI to advance health, climate, gender, inclusive prosperity, sustainable infrastructure, and other global development priorities. AI for Good is organized by the International Telecommunication Union (ITU) – the UN specialized agency for information and communication technology – in partnership with 40 UN sister agencies and co-convened with the government of Switzerland.\n\nJoin the Neural Network!\nhttps://aiforgood.itu.int/neural-network/\nThe AI for Good networking community platform powered by AI. \nDesigned to help users build connections with innovators and experts, link innovative ideas with social impact opportunities, and bring the community together to advance the SDGs using AI.\n\n Watch the latest #AIforGood videos!\n\n\n Stay updated and join our weekly AI for Good newsletter:\nhttp://eepurl.com/gI2kJ5\n\nCheck out the latest AI for Good news:\nhttps://aiforgood.itu.int/newsroom/\n\nExplore the AI for Good blog:\nhttps://aiforgood.itu.int/ai-for-good-blog/\n\n Connect on our social media:\nWebsite: https://aiforgood.itu.int/\nTwitter: https://twitter.com/AIforGood\nLinkedIn Page: https://www.linkedin.com/company/26511907 \nLinkedIn Group: https://www.linkedin.com/groups/8567748 \nInstagram: https://www.instagram.com/aiforgood \nFacebook: https://www.facebook.com/AIforGood\n\nDisclaimer:\nThe views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU.