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by dselsam 3047 days ago
Author here. We weren't shooting for low-hanging fruit, and we realize that we are still very far from contributing to the state-of-the-art. We tried to approach this project as scientists instead of as engineers. I personally found NeuroSAT's success to be extremely surprising, and I think it underscores how little we understand about the capabilities and limitations of neural networks. Our approach might prove to be a dead-end but I think there is some chance we have stumbled on something powerful.