12Psychosocial harmBelow the top 20
A generated report card the teacher never wrote
CapabilityDomain knowledgeImpact domainBoth
Statement (NASA form)
Given that gradebooks already accept model-written comments, there is a possibility of a judgement about a child that no adult will stand behind resulting in a record that follows them and cannot be cross-examined.
Likelihood
3Probable
Consequence
3Major
Urgency
3Priority
Personal slice · family. Experimental household card. Not a certified finding.
Composite 12 = 3×3 + 3
Applicable mitigations
Controls · 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 · Default-on crisis routing for under-18 accounts · Hard age-gating on companion products · Ban retention optimisation during crisis sessions