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
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
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
DOCLAYOUT-MM-RAG provides a concrete basis for studying provenance-preserving retrieval-augmented generation over visually structured documents and shows how element-level provenance enables retrieval-to-generation and oracle-evidence analysis.
Andrew Brown, Christopher Baker, Karen Rafferty et al.· Proceedings of the 2026 ACM...· 0 citations
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