# Neural Networks Are Sophisticated Curve-Fitters, Not Designers - Date: 2026-04-02 - Category: Space & Aerospace A neural network told engineers to make a transistor bigger. The correct answer was smaller. A University of Florida paper shows causal AI gets analog circuit design right where standard neural networks get the direction completely backwards. ---