# Keystroke-Level Telemetry **Domain:** Learning Analytics / Human-Computer Interaction **Doc Type:** Concept **Maturity:** Developed **Related:** [[Educational Telemetry]], [[Learning Analytics]], [[Continuous Observation]], [[Sampling Rate]], [[Perceptual Sovereignty]], [[Russia and Prussia Kybernetiks]] ## Definition **Keystroke-level telemetry** records fine-grained interaction traces such as timing, revision, navigation and input events generated while a person uses a digital system. ## Kybernetiks Context The shift from examinations to interaction traces raises the sampling rate of educational governance. It may support individual adaptation, but it can also transform thought and revision into a continuously interpreted record requiring purpose limits, inspectability and [[Model Contestability]]. ## Backlinks - [[Russia and Prussia Kybernetiks]] - [[articles/Russia and Prussia Kybernetiks|Russia and Prussia Kybernetiks]]