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Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW 2007, Australia
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Transformer-based brain-computer interfaces (BCIs) are overhyped: current research suffers from methodological flaws leading to inflated performance, and real-world applicability remains limited.