{"data":{"id":"46244c54-416c-4209-9383-1da66b894ead","title":"Pedagogical Twins: Conceptualizing an Educational Doppelganger","summary":"This paper presents a thought experiment about a pedagogical twin, a hypothetical educational systems application that does not yet exist. It applies Mason's PAPA ethical framework to the risks of instantiating such a twin and draws on Vallor's virtue ethics to suggest a suitable mindset for the project.","solution":"N/A -- no mitigation discussed in source.","labels":["research","policy"],"sourceUrl":"https://aisel.aisnet.org/cais/vol59/iss1/62","publishedAt":"2026-09-20T22:43:14.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-09-20T22:43:14.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.6,"researchCategory":"peer_reviewed","atlasIds":null}}