{"data":{"id":"71bf625f-631e-4dbc-8646-160dabab0c94","title":"160 questions, only one wrong: top scorer in South Korea tax exam admits AI cheating","summary":"A top scorer on South Korea's national tax accountant exam admitted to using generative AI to cheat. He had achieved near-perfect marks across two exams taken in April and July, which prompted speculation. The case has raised concerns ahead of the country's annual college entrance exam this Thursday.","solution":"N/A -- no mitigation discussed in source.","labels":["industry","safety"],"sourceUrl":"https://www.theguardian.com/technology/2026/nov/15/ai-cheating-south-korea-college-entrance-exam","publishedAt":"2026-11-15T08:56:11.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["generative AI tool (unnamed)"],"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":"2026-11-15T08:56:11.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.8,"researchCategory":null,"atlasIds":null}}