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cs.AI2026
Prediction and Empowerment: A Theory of Agency through Bridge Interfaces
Richard Csaky
We study agency under partial observability in deterministic physical or simulated worlds, where apparent randomness arises from uncertainty over initial conditions, fixed law bits…
cs.LG2026
Scaling Next-Brain-Token Prediction for MEG
Richard Csaky
We present a large autoregressive model for source-space MEG that scales next-token prediction to long context across datasets and scanners: handling a corpus of over 500 hours and…