Lesson 1
Ambiguity in Sensor Data
Judging reliability when sensor inputs conflict or degrade.
Start2 Micro-lessons
Micro lesson 1
Conflicting Sensor ReadingsMicro lesson 2
Degraded Signal Under StressLesson 2
Actuator Limits and Overload
Recognizing when system responses mask deeper failures.
Start2 Micro-lessons
Micro lesson 1
Hidden Actuator FatigueMicro lesson 2
System Response Masks FaultsLesson 3
Long-Term Drift and Calibration
Detecting subtle system drift before it becomes catastrophic.
Start2 Micro-lessons
Micro lesson 1
Slow Drift in CalibrationMicro lesson 2
When Not to Recalibrate