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SAIR Opens Modular Arithmetic Challenge Testing Neural Network Generalization

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Original postLewis Tunstall#958
SAIR@SAIRfoundation

The 2nd SAIR Competition is now open: the Modular Arithmetic Challenge.

Can a neural network learn to compute (a × b) mod p for large numbers? Easy for standard algorithms, but a hard test of whether neural networks can generalize the computation.

Join the SAIR competition: https://competition.sair.foundation/competitions/modular-arithmetic-challenge/overview

11:46 AM · Jun 8, 2026 · 798 Views
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SAIR@SAIRfoundation

To test your model: Upload your model to @huggingface, then use SAIR Playground to run the evaluation pipeline.

You can also test locally with the tools in our GitHub repo.

Official repo: https://github.com/SAIRcompetition/modular-arithmetic-challenge

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SAIR@SAIRfoundation

SAIR Playground for the Modular Arithmetic Challenge: https://playground.sair.foundation/playground/modular-arithmetic-challenge

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