CONCEPT
The Specificity of Suffering
Engels's methodological discovery that aggregate statistics perform a subtle act of moral erasure — and that restoring suffering to specific persons in specific rooms is the only adequate corrective.
The specificity of suffering is the Engels Simulation's name for the epistemological discovery at the heart of The Condition of the Working Class in England: that statements like "industrial output doubled" and statements like "a family of six shares a single room twelve feet square" describe the same historical period, but only one makes it possible to look away. The aggregate statistic organizes suffering into a category. The specific detail restores it to a person. Applied to the AI transition, the framework demands that the forty-six-year-old engineer's specific mortgage, her specific daughter's question, her specific stock options — receive the same documentary precision as the adoption curves that describe the transformation in the abstract.
In The You On AI Field Guide
The concept operates on a structural rather than ethical axis. Engels did not argue that the factory owners who cited aggregate output statistics were lying. The statistics were accurate. He argued that the statistics were incomplete in a way