The July uprising did not emerge from ideology alone; it reflected a deeper structural frustration: large numbers of educated and semi-educated young people facing narrowing pathways into stable work.

Labeling and annotation are the foundation of context setting and the invisible backbone of AI, which are quietly shaping the ...