8Psychosocial harmBelow the top 20
A library filter that hides the book you asked for
CapabilityDomain knowledgeImpact domainBoth
Statement (NASA form)
Given that school filters already use generative classifiers, there is a possibility of a curriculum quietly narrowed resulting in what a child may read decided off-site.
Likelihood
3Probable
Consequence
2Minor
Urgency
2Planned
Personal slice · family. Experimental household card. Not a certified finding.
Composite 8 = 3×2 + 2
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