After completing a Ph.D. earlier this twelvemonth connected technologies specified arsenic artificial intelligence reshaping cultivation activity successful South Africa, I was fresh to commencement an world career. I imagined that I would thatch students, supervise research, and style the adjacent procreation of scholars. But my first occupation connection did not travel from a university. It was from a recruiter, who invited maine to train an AI strategy to creation assessments, thatch undergraduate students, and people essays. In short, I was being asked to transportation everything I had learned complete the past decade to AI.
I agreed to an interview. You whitethorn ask: Why would anyone work together to train an AI exemplary successful the very skills they took years to acquire? The answer, successful part, is the socioeconomic reality successful South Africa. The domiciled offered 600 rand ($37) an hr successful a state wherever the nationalist minimum costs is 30.23 rand ($2) an hour, and wherever younker unemployment stood astatine 47.4% successful the 2nd 4th of 2026. So erstwhile the opportunity to gain a livelihood collides pinch your rule connected helping a exertion that tin compete pinch you 1 day, what do you do? I americium not the only one who had to see that trade-off.
When the opportunity to gain a livelihood collides pinch your rule connected helping a exertion that tin compete pinch you, what do you do?”
People are progressively being hired to train the very AI systems that will execute their jobs 1 day. Highly skilled writers are being paid debased wages to “humanize” aliases edit AI-generated texts. In India, discarded sorters and welders are strapping phones aliases cameras to their heads to seizure their mundane activities for 250 rupees ($2.60) an hour. That information is being utilized to train humanoid robots that will switch the very jobs these workers trust on.
While a discarded sorter sits astatine the other extremity of the salary standard from me, we are fundamentally doing the aforesaid job: transferring quality knowledge and judgement to a machine. If this becomes a defining characteristic of the AI economy, Africa will beryllium exposed. The continent has 1 of the lowest AI take rates successful the world, pinch astir countries beneath the world mean of astir 18% among the working-age population. South Africa fares somewhat better, pinch an take complaint of 23%.
Yet the continent has among the youngest populations, and a increasing excavation of highly knowledgeable professionals successful an situation of wide unemployment, debased wages, and humble economical maturation forecasts. For AI companies, location is an inducement to extract master knowledge from African professionals astatine comparatively little costs than successful Western societies.
The AI jobs connected connection coming for personification successful Africa who is well-educated are different from the information labeling and data annotation jobs that person agelong been outsourced to Kenya, Nigeria, and elsewhere. The requirements are besides different: I had been scouted not conscionable to transportation knowledge but besides my judgement that I person gained from years learning successful the classroom, and school undergraduate students. Over thousands of hours, I person learned to judge what concepts genuinely matter successful an undergraduate course, really to measure essays, really to show the quality betwixt mahfuz and genuine understanding, and why 1 student should get 75% alternatively of 60% connected an essay. The AI would not simply study what I knew; it would study really I decided.
What does it mean for america to manus complete the judgement that defines our characteristic and our professions to a machine?”
Several white-collar professions are defined by discretion. Lawyers workout ineligible judgment, doctors workout objective judgment, and teachers workout pedagogical judgment. This benignant of knowledge was considered difficult, if not impossible, to automate because it depends connected interpreting discourse alternatively than simply applying rules. This is why doctors, lawyers, and engineers are being actively recruited now by AI platforms for illustration Outlier, Mercor, and Surge.
In my ain recruitment process, nary quality was involved. I was interviewed for 45 minutes by an AI, which past emailed maine feedback connected my strengths and weaknesses. Traditionally, this determination was made by humans, but now AI has taken over, and decides who gets hired. The AI that interviewed maine suggested I retake portion of the assessment. I didn’t, and stopped pursuing the job.
I wish I could show you my prime was based connected principle, that I refused because I feared helping to build the exertion whitethorn switch the activity I do. But I still don’t afloat understand the root of my ain discomfort, nor do I person answers to the questions I person been grappling with. What does it mean for america to manus complete the judgement that defines our characteristic and our professions to a machine? What benignant of judgement are we school these systems? Are we school them to beryllium fair, to beryllium good, to beryllium ethical, and to genuinely recognize context?
I still do not cognize why I walked distant from the AI training job. Perhaps I will understand amended successful time. Meanwhile, I proceed to look for an world occupation school students, not AI.
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