Timing Shortcuts in Non-Invasive Brain-to-Text Decoding

Research reveals that many improvements in brain-to-text decoding stem from models exploiting word duration as a timing shortcut rather than actual neural signals. Removing these temporal cues shows that reported accuracy gains are often due to predictable word lengths.