Rise of AI chatbots raises questions on the future of mathematics
. Whereas symbolic AI is inherently rigorous, neural networks can only make statistical guesses, and their operations are often mysterious.Credit: Xinhua/Shutterstock
The researchers say the process helped them to understand the proof, and even to find ways to simplify it. “I think this is even more exciting than checking the correctness,” de Moura says. “Even in our wildest dreams, we didn’t imagine that.” Still, Minerva’s neural network seems to be able to acquire some general techniques, as opposed to just statistical patterns, and the Google team is trying to understand how it does that. “Ultimately, we’d like a model that you can brainstorm with,” Dyer says. He says it could also be useful for non-mathematicians who need to extract information from the specialized literature. Further extensions will expand Minerva’s skills by studying textbooks and interfacing with dedicated maths software.
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