#solid-state batteries

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A robotic synthesis arm mid-motion lowering a precursor vial toward a rack of crucibles in an autonomous materials lab

Materials Discovery and Degradation in 2035: Scenarios, Signals, and Falsifiable Predictions

Autonomous labs, generative crystal models, and solid-state cells are all racing toward the same decade. Here is what would have to be true for each one to matter, and what would prove it wrong.

By Brecht Corbeel · September 20, 2026 · 12 min read

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