Translucent demo: AI spots failed battery model, designs its own experiments
YashasGunderia · x · 2026-11-05
Builder Yashas Gunderia introduces Translucent, a physical test infrastructure for hardware teams aimed at answering "what should we test next?"
A notable demo: given records from two battery cells of the same type, the system built a model from one cell that failed validation against the other. Instead of stopping at a chart, it examined the disagreement, tried a different explanation, concluded it needed measurements from the actual test setup, and chose those experiments itself.
The capability being targeted: an AI that changes what it does when the evidence changes, rather than following a fixed script.