Selected work
Verification Bottleneck for BCI
Feb 2026

Thought-to-text as a verification problem.
Thought-to-text systems are usually framed as decoding problems: recover the intended language from a noisy neural signal.
This project asks what changes when a strong language model can also verify, rank, and repair candidate interpretations before they reach the user.
Read the essay