New advancements in artificial intelligence may shed light on the validity of string theory's ability to describe the fundamental nature of reality.

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New advancements in artificial intelligence may shed light on the validity of string theory's ability to describe the fundamental nature of reality. - Wired

Quick Summary:

Using machine learning, string theorists are finally showing how microscopic configurations of extra dimensions translate into sets of elementary particles—though not yet those of our universe.

Renate Loll, a physicist at Radboud University in the Netherlands, said that to truly impress, string theorists will need to predict—and confirm—new physical phenomena beyond the standard model.“It is a needle-in-a-haystack search, and I am not sure what we would learn from it even if there was convincing, quantitative evidence that it is possible” to reproduce the standard model, she said.“To make it interesting, there should be some new physical predictions.

Now that string theorists are leveraging the power of neural networks to connect the 6D microworlds of strings with the 4D macroworlds of particles, they stand a better chance of someday answering it.“Without a doubt, there are loads of string theories that have nothing to do with nature,” Anderson said.“The question is: Are there any that do have something to do with it?