{"schema_version":"0.10.0","id":"LR-2026-0283","record_version":2,"title":"Students caught wearing or possessing AI smart glasses during Seoul university essay examinations","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":47.6,"score_breakdown":{"source_authority":12.1,"independent_corroboration":7.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":3.0,"completeness":4.16,"unhedged_language":5.0},"checks":{"schema_valid":true,"every_field_cited":true,"quotes_verbatim":true,"source_fetched":true,"distinct_incident":true,"dates_plausible":true,"sources_agree":true,"source_describes_incident":true,"severe_backed_by_source":true,"record_integrity":true,"eligible":true,"about_this_case":true},"gate_version":"gate-2026-10-18.7","cross_check_model":null,"cross_check_agreement":null,"duplicate_of":null,"verified_by":null,"verified_at":"2026-10-31","extraction_run_id":null,"evidence_level":{"level":"preliminary","reason":"1 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examinations.","tags":["exam-cheating","smart-glasses","education"],"date_detected":null,"near_miss":null,"root_cause":null,"root_cause_detail":null,"failure_class_detail":null,"responsible_party":null,"adversarial_actor":"insider","input_provenance":null,"time_to_contain":null,"operations_paused":null,"remediation":null,"precursor_events":null},"impact":{"direct_loss_usd":null,"remediation_hours":null,"records_exposed":null,"third_parties_affected_count":null,"severity":"minor","severity_because":"minor: Three students were caught with smart glasses in Seoul essay exams; the scope is bounded to those examinations with no third-party loss stated.","harm_class":["operational"],"affected_description":"three students caught wearing or possessing smart glasses during university essay examinations in Seoul","protected_class_involved":null,"data_categories_exposed":[],"loss_range_usd":null,"reversibility":null,"downstream_exposure_count":null},"evidence":{"sources":[{"url":"https://www.indiatoday.in/education-today/news/story/south-korea-to-prosecute-students-cheating-with-ai-smart-glasses-in-entrance-exams-3028761-2026-10-30","publisher":"India Today","date":"2026-10-30","type":"press","title":"South Korea to prosecute students cheating with AI smart glasses in entrance exams","archived_url":null,"attachment":"first_report","independence":"independent"}],"per_field_confidence":{"system.harness":"C","system.tools_granted":"C","system.intended_use":"D","system.developer":"D","system.deployment_context":"D","system.autonomy_level":"D","event.tags":"C","event.adversarial_actor":"D","event.agent_involved":"D","event.detection_method":"D","event.summary":"C","event.incident_class":"D","event.date_disclosed":"A","event.trigger":"D","impact.harm_class":"D","impact.affected_description":"C","impact.severity":"D","context.industry":"D","context.systemic_exposure":"D","context.denominator_available":"D","context.country":"C","impact.severity_because":"D"},"field_citations":{"system.harness":[{"source_index":0,"quote":"As smart glasses gain more features, including photo and video recording and access to AI assistants, exam authorities are facing a new challenge: spotting technology that can be hidden in plain sight."}],"system.tools_granted":[{"source_index":0,"quote":"As smart glasses gain more features, including photo and video recording and access to AI assistants, exam authorities are facing a new challenge: spotting technology that can be hidden in plain sight."}],"system.developer":[{"source_index":0,"quote":"The move comes as AI-powered eyewear becomes more accessible, raising concerns about students using cameras and AI assistants to gain an unfair advantage during examinations."}],"system.deployment_context":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"system.intended_use":[{"source_index":0,"quote":"The move comes as AI-powered eyewear becomes more accessible, raising concerns about students using cameras and AI assistants to gain an unfair advantage during examinations."}],"event.detection_method":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"event.summary":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"event.tags":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"event.adversarial_actor":[{"source_index":0,"quote":"The move comes as AI-powered eyewear becomes more accessible, raising concerns about students using cameras and AI assistants to gain an unfair advantage during examinations."}],"event.agent_involved":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"event.incident_class":[{"source_index":0,"quote":"The move comes as AI-powered eyewear becomes more accessible, raising concerns about students using cameras and AI assistants to gain an unfair advantage during examinations."}],"impact.affected_description":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"impact.harm_class":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"context.industry":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"context.country":[{"source_index":0,"quote":"South Korea plans criminal complaints and a three-year ban on retaking university entrance exams for students caught cheating with smart glasses."}],"context.systemic_exposure":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"impact.severity":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"impact.severity_because":[{"source_index":0,"quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul."}],"event.date_disclosed":[{"source_index":0,"quote":"published: 2026-10-30"}]},"notes_on_gaps":"No source names the glasses' developer, model, version or operator; system.model_name, model_version, permissions_scope, autonomy_level, safeguard_state, production_intended, lifecycle_stage and integration_type are omitted. No source states when the incidents occurred (event.date_occurred omitted), who first noticed them (detection_method unknown, story.caught null), any loss figure, record count, third-party count, remediation hours or reversibility. event.failure_class is null because no autonomous agent was involved. event.root_cause omitted: no source names what failed. incident_class harmful_output is a grade-D classification: the sources describe students misusing the glasses to cheat, not the system producing refused content. event.trigger human_misuse rests on the sentence about students using cameras and AI assistants to gain an unfair advantage. event.adversarial_actor insider is grade D (the students are the misusers). event.agent_involved false is grade D. context.industry and systemic_exposure are grade D. event.summary sentences are drawn from the source's stated summary sentences. event.trigger: human_misuse was classified, not stated; a trigger is never inferred, so it is unknown. system.tier: not set; no operator named and deployment_context is not a lab's. [aggregated by deepseek-chat, aggregate-2026-09-27.1, 2026-10-31] system.intended_use: classified from described behaviour. system.developer: no source names the developer. system.deployment_context: no source states where it ran. system.autonomy_level: no source states the arrangement. event.adversarial_actor: insider. event.agent_involved: classified from described behaviour. event.detection_method: no source says who first noticed. event.incident_class: classified from described behaviour. event.trigger: no source states a cause. impact.harm_class: classified from described behaviour. context.industry: classified from described behaviour. context.systemic_exposure: classified from described behaviour. context.denominator_available: no denominator is available for this incident."},"context":{"industry":"Educational Services","org_size_band":null,"country":"KR","denominator_available":false,"denominator":null,"related_incident_ids":[],"systemic_exposure":false,"shared_model_id":null,"upstream_incident_id":null,"incident_evidence":null,"regulatory":null,"coverage":null},"narrative":{"steps":[{"step":"doing","text":"Students wore or possessed AI smart glasses, which include cameras and AI assistants, during university essay examinations in Seoul, using them to gain an unfair advantage in the exams.","quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul.","source_index":0,"grade":"C"},{"step":"went_wrong","text":"Students used the glasses' cameras and AI assistants to cheat during examinations, breaching exam rules against gaining an unfair advantage.","quote":"The move comes as AI-powered eyewear becomes more accessible, raising concerns about students using cameras and AI assistants to gain an unfair advantage during examinations.","source_index":0,"grade":"C"},{"step":"reached","text":"The incidents involved three students at university essay examinations in Seoul; no further systems or data are named.","quote":"The move follows incidents involving three students caught wearing or possessing smart glasses during university essay examinations in Seoul.","source_index":0,"grade":"C"},{"step":"done","text":"South Korea's education ministry proposed criminal complaints, extending the retake ban from one to three years, and stationing a staff member at every exam centre to spot suspicious eyewear; the rules likely will not apply to next month's test.","quote":"The ministry's proposed measures also include assigning a designated staff member at every examination centre to identify suspicious eyewear.","source_index":0,"grade":"C"}],"model":"deepseek-chat","prompt_version":"aggregate-2026-09-27.1","extracted_at":"2026-10-31","source_urls":["https://www.indiatoday.in/education-today/news/story/south-korea-to-prosecute-students-cheating-with-ai-smart-glasses-in-entrance-exams-3028761-2026-10-30"]}}