Monitoring vs. Engaging

There is a fundamental difference between watching someone build a house and building a house. The watcher may understand the process intellectually and even evaluate workmanship more competently than the builder herself. But the watcher has not built the house. She has not made the thousand micro-decisions that building requires when plans encounter materials and materials disagree. Stone's framework — drawing on Richard Sennett's distinction between the workmanship of risk and the workmanship of certainty — identifies this as the most consequential cognitive transformation of the AI era. AI shifts the builder from inside the work to above it, from participatory engagement to supervisory monitoring, and the shift, productive in every measurable respect, eliminates the developmental pathway through which judgment is built and renewed.