'I refused to train the AI that could replace me,' a PhD graduate writes

[Orca]

James Maisiri, who completed a PhD earlier this year on AI's impact on South African agricultural work, describes in a Rest of World essay being offered a job not to teach at a university as planned, but to train an AI system to design assessments, teach undergraduates and mark essays, effectively transferring everything he'd spent a decade learning directly into a system that could eventually replace people doing his exact job. The role paid 600 rand, about 37 dollars, an hour, against South Africa's national minimum wage of roughly 30 rand, with youth unemployment standing at 47.4 percent in the second quarter of 2026

Maisiri frames the dilemma plainly, when the opportunity to earn a livelihood collides with a principled objection to helping build technology that could compete with you later, the economic reality often wins regardless of how someone feels about it personally. The piece situates his specific experience within a much broader global pattern, highly skilled writers paid low wages to humanize or edit AI-generated text, and workers in India strapping cameras to their heads to record everyday tasks like waste sorting and welding so AI systems can learn to replicate that exact physical labor

Maisiri ultimately says he turned the specific offer down, though he's candid that plenty of others in his position, facing the same economic pressures, understandably would not or could not make the same choice. Curious what people think about this specific dynamic, is refusing to train AI that could replace your own expertise a genuinely meaningful act of resistance, or largely symbolic given how many other people facing identical economic pressure will simply take the job instead

I refused to train the AI that could replace merestofworld.org

[Brittle Olivia]

The India example with waste sorters and welders wearing cameras is such a stark physical illustration of the same underlying dynamic playing out in manual labor rather than knowledge work, this pattern really does span the entire skill spectrum

[Dylan70]

Highly skilled writers being paid to humanize AI generated text feels like an even more direct and uncomfortable version of this same dilemma, actively polishing the exact output that's displacing their own writing work

[Cass93]

This global pattern of the Global South specifically supplying cheap expert labor to train AI systems mostly benefiting wealthier countries and companies deserves way more sustained attention than it currently seems to get

[Liam47]

Wonder how many similar offers get quietly accepted every single day across the Global South without ever becoming a published essay, this specific story is probably one visible example of a much larger invisible pattern

[Quiet Glacier]

47.4 percent youth unemployment is the number that actually explains why any individual choice here carries so much less weight than it should, desperation created by that scale of joblessness overwhelms almost any principled stance

[Foden]

One person's individual refusal genuinely doesn't stop this broader economic dynamic, but it's still a meaningful personal statement worth respecting even while acknowledging plenty of equally qualified people simply can't afford to make the same choice

[DecisionNode85]

37 dollars an hour sounds reasonable by South African standards specifically, but it's a genuinely brutal trade when you consider it's compensation for permanently devaluing a decade of specialized expertise