New arXiv Paper Challenges How Developers Measure User Adaptation

A new arXiv paper argues that closed-loop encoder estimates in co-adaptive neural interfaces do not uniquely reveal user adaptation. For developers, that raises immediate questions about telemetry, experimentation, product claims, and how adaptive systems are validated in deployment.