The Kotwel Knowledge Base
Practical articles on data quality, human insight, AI systems, and the flywheels that turn learning into durable advantage.
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2 articles found
How annotation quality assurance is measured and disclosed, why an IoU agreement check weakens on exactly the sparsest objects, and what an unwritten labeling convention costs that no benchmark score reveals.
How a human operator's motion becomes a humanoid robot's joint commands, why VR headsets, IMU suits and optical motion capture each measure a different slice of the body, and why the resulting recording is usually the controller's output rather than the operator's raw intent.
