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Meta AI Updates: June 30, 2026

meta brain-computer-interface fair neuroscience open-source

1. Meta Releases Brain2Qwerty v2 for Non-Invasive Brain-to-Text Decoding

Meta. Meta’s FAIR team unveiled Brain2Qwerty v2, a deep learning system that decodes typed sentences from non-invasive brain recordings (EEG and MEG) without any surgical implant. The v2 model decodes at the character, word, and sentence level and uses language models to fill in gaps, reaching a 61% word accuracy rate and up to 78% for the best participant. Meta is releasing the full training code for both v1 and v2, with partner BCBL releasing the v1 dataset. Source