PERSON
Shoshana Zuboff
The scholar who documented the silent transformation of every computerized workplace—and who named the economic system that turned human experience itself into raw material for machine intelligence.
Shoshana Zuboff is the cartographer of the modern worker's invisible wound. In the early 1980s, she embedded herself inside paper mills and insurance companies being computerized, watching as the knowledge workers had built in their hands and bodies was displaced by screens—a transition she captured in the foundational distinction between
automating and informating. Automation eliminates human labor; informating generates new data about processes that, if distributed equitably, could create new forms of understanding. The tragedy Zuboff documented across four decades is that organizations consistently chose automation without informating—taking the cost savings and leaving the
informating dividend unrealized. By 2019, she had named a deeper pathology:
surveillance capitalism, the economic system in which human experience is claimed as free raw material, fed into AI factories, and sold as
prediction products to businesses that want to modify behavior rather than serve it. Her framework illuminates the AI moment with uncomfortable precision: the builders celebrating expanded capability in
[YOU] on AI are simultaneously generating
behavioral surplus—cognitive signatures,