Mistral Large 4 writes a quantum chemistry SCF solver from scratch with one short prompt
MistralAI · x · 2026-11-02
Mistral showed off Mistral Large 4 by asking it, with a short prompt, to write a quantum chemistry SCF solver from scratch, validate its own output, and build a 3D visualization around it.
Key points:
- The solver computes single-electron orbitals predicting where electrons can be found.
- An interactive slider shows the bond fading, orbitals splitting onto the two fragments, and energy climbing as the molecule breaks.
- The model chose on its own how to break the molecule and which orbitals to display, without further input.
- Mistral frames this as how chemists predict molecular behavior computationally before lab testing—a first step toward new drugs, materials, and batteries.
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