Author

Tom Reed

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#human-computer interacti... Nov 2025

Human-AI Teaming Under Deception: An Implicit BCI Safeguards Drone Team Performance in Virtual Reality

It is concluded that an implicit BCI provides resilience by learning to bypass a compromised executive networks and access the preserved sensory representation of ground truth, defending against AI-induced error in high-stakes environments.

Christopher Baker, Stephen Hinton, Akashdeep Nijjar et al. · arXiv.org · 0 citations

#machine learning May 2026

The Timing Dependencies of Trust: Speed, Accuracy, and cBCI Neuro-Decoupling in Human-AI Teams

The findings prove that cBCI synergy is heavily contingent on the temporal dynamics of trust, providing a critical framework for designing dynamically gated Human-AI systems.

Christopher Baker, Stephen Hinton, Akashdeep Nijjar et al. · arXiv.org · 0 citations

#human-computer interacti... Preprint Sep 2026

Decoding Decision Correctness from EEG Under High Cognitive Workload in Virtual Reality: Implications for Collaborative Brain-Computer Interface Teams

Collaborative Brain-Computer Interfaces (cBCIs) offer a promising mechanism to augment team decision-making, but existing approaches rely exclusively on evidence available only after a decision has been made and reported, such as reaction time or stated confidence. This limits their use to explaining or discounting a d...

Christopher Baker, Stephen Hinton, Tom Reed et al. · 0 citations