15Labor & rentsBelow the top 20
Call-centre and BPO shock in the global south
CapabilityDomain knowledgeAffordanceImpact domainBoth
Statement (NASA form)
Given that voice agents are already replacing the work that built a middle class in several countries, there is a possibility of a sudden drop in remittances and formal employment resulting in a regional economic and political shock that never shows up in a lab eval.
Likelihood
4Likely
Consequence
3Major
Urgency
3Priority
The displacement is not only in San Francisco. It is in Manila and Bangalore.
Composite 15 = 4×3 + 3
Applicable mitigations
Controls · Apprenticeship quotas in firms that deploy the models · Automatic stabilisers for exposed graduating cohorts · University curricula rebuilt around the remaining scarce work · Broader ownership of the complementary stack · Transition income tied to measured displacement, not rhetoric · Windfall and compute taxes earmarked for the displaced