11EducationBelow the top 20
Propaganda inside curriculum generators
CapabilityDomain knowledgeImpact domainBoth
Statement (NASA form)
Given that districts already generate lesson plans and readings from general models, there is a possibility of a slant, an omission, or a fabrication becoming the week’s material resulting in a generation taught a consensus that no textbook committee voted on.
Likelihood
3Probable
Consequence
3Major
Urgency
2Planned
The adoption cycle used to take years. It now takes a prompt.
Composite 11 = 3×3 + 2
Applicable mitigations
Controls · Synthetic-media quiet period before ballots · Provenance credentials on political audio and video · Mandatory, durable disclosure on authorised clones · University curricula rebuilt around the remaining scarce work · Automatic stabilisers for exposed graduating cohorts · A real off-ramp that still functions