15Labor & rentsBelow the top 20
A workplace model that flags organising language
CapabilityDomain knowledgeImpact domainBoth
Statement (NASA form)
Given that mail scanners already score ‘risk’, there is a possibility of a legal activity treated as a threat resulting in speech at work as a feature.
Likelihood
3Probable
Consequence
4Critical
Urgency
3Priority
Personal slice · work. Experimental household card. Not a certified finding.
Composite 15 = 3×4 + 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 · Pace rules: no irreversible action faster than a human can reconstruct it · A real off-ramp that still functions · Contract-first delegation with privilege attenuation · Duty of care on high-stakes delegates · Transition income tied to measured displacement, not rhetoric