12Identity & fraudBelow the top 20
Aid eligibility scored off a scraped social graph
AffordanceImpact domainBoth
Statement (NASA form)
Given that forms already ingest more than you typed, there is a possibility of a grant lost because a model inferred a household you do not have resulting in education money as a reputation score.
Likelihood
3Probable
Consequence
3Major
Urgency
3Priority
Personal slice · money. 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 · Out-of-band confirmation on a known number · Retire voiceprint as an authenticator · Real-time clone detection on high-risk lines