15Labor & rentsBelow the top 20
A piece rate the model tightened overnight
Impact domainHarm-adjacent
Statement (NASA form)
Given that warehouse and driving apps already retune quotas, there is a possibility of the body used harder for the same pay resulting in sweat as an optimisation.
Likelihood
4Likely
Consequence
3Major
Urgency
3Priority
Personal slice · work. Experimental household card. Not a certified finding.
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