Erosion of professional credentials
Statement (NASA form)
Given that clients already accept model output in place of a licensed opinion, there is a possibility of the economic basis of licensure collapsing faster than the duty of care resulting in professions that still hold liability and no longer hold the work.
If anyone can generate the letterhead, the letterhead was the control.
Composite 11 = 3×3 + 2
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