DeepMind's latest AI can solve geometry problems
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DeepMind, the Google AI R&D lab, has unveiled AlphaGeometry, an AI system that can solve geometry problems. AlphaGeometry can solve as many geometry problems as the average International Mathematical Olympiad gold medalist, solving 25 Olympiad geometry problems within the standard time limit. The system combines a 'neural language' model with a 'symbolic deduction engine' to infer solutions to problems. DeepMind created its own training data by generating 100 million 'synthetic theorems' and proofs of varying complexity. The results of AlphaGeometry's problem solving have been published in the journal Nature. The system's approach combines symbol manipulation and neural networks, suggesting a hybrid approach may be the best path forward in the search for generalizable AI.

#Deepmind #Ai #GeometryProblems #Alphageometry #NeuralNetworks #SymbolManipulation

https://techcrunch.com/2024/01/17/deepminds-latest-ai-can-solve-geometry-problems/