DeepMind's AI Program Matches Best Human Performances in Math Olympiad
AlphaGeometry, trained on 100 million algorithmically generated proofs, successfully solves 25 out of 30 past International Mathematical Olympiad problems.
- Google DeepMind's AI program, AlphaGeometry, has successfully solved 25 out of 30 geometry problems from past International Mathematical Olympiads (IMOs), a similar success rate to the best human participants.
- AlphaGeometry uses a combination of a neural net language model and a symbolic engine to solve problems, and was trained on 100 million algorithmically generated geometric proofs.
- The AI program also found a more general solution to a problem from the IMO in 2004 that had previously escaped the attention of experts.
- Despite its success, AlphaGeometry's solutions are described as longer and less 'beautiful' than human proofs, and the system is currently limited to the mathematics taught below undergraduate level.
- DeepMind has not yet confirmed whether it plans to enter AlphaGeometry in a live IMO contest or whether it is expanding the system to solve other IMO problems not based on geometry.