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Morning Edition · Thursday, July 9, 2026Published at 1:49 AM EDT · New York

Meta's Brain2Qwerty Decodes Typed Sentences From Brain Scans Without Surgery

The updated non-invasive pipeline reaches 61 percent average word accuracy from magnetoencephalography, up from about 8 percent for prior non-surgical methods.

Meta's Brain2Qwerty Decodes Typed Sentences From Brain Scans Without Surgery

Meta's Brain2Qwerty work decodes sentences a person types from non-invasive brain recordings, and the updated pipeline reports an average 61 percent word accuracy from magnetoencephalography (MEG, a scan of the brain's magnetic fields), wit…

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Part of a tracked trend

Non-Invasive Neural Decoding

AI labs increasingly apply machine learning to decode language from non-invasive brain signals, trading fidelity for accessibility and pushing neurotechnology toward broader assistive use.