19Labor & rentsBelow the top 20
Code you did not read, in production with your name
CapabilityDomain knowledgeImpact domainCap-adjacent
Statement (NASA form)
Given that copilots already commit, there is a possibility of an incident whose author is a licence resulting in liability without authorship.
Likelihood
4Likely
Consequence
4Critical
Urgency
3Priority
Personal slice · work. Experimental household card. Not a certified finding.
Composite 19 = 4×4 + 3
Applicable mitigations
Controls · SAST and invariant tests as a merge gate on generated diffs · Provenance tags on generated code in the review UI · Diversity requirements on critical paths · Apprenticeship quotas in firms that deploy the models · Automatic stabilisers for exposed graduating cohorts · University curricula rebuilt around the remaining scarce work · Transition income tied to measured displacement, not rhetoric