{"schema_version":"0.10.0","id":"LR-2026-0841","record_version":1,"title":"Accenture \"Leapfrogging Development\" report: alleged AI-hallucinated citations (disputed attribution)","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":41.0,"score_breakdown":{"source_authority":12.1,"independent_corroboration":7.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":0.0,"completeness":2.56,"unhedged_language":3.33},"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":"2026-11-04","extraction_run_id":null,"evidence_level":{"level":"preliminary","reason":"Only a republished copy: Yahoo Finance · subject to change","original_document":null,"reports_total":1,"reports_independent":0,"reports_derivative":1,"developing":true,"disputed":false,"rules_version":"evidence-2026-10-29.1","computed_at":"2026-11-04","history":[{"date":"2026-11-04","from_level":null,"to_level":"preliminary","reason":"Only a republished copy: Yahoo Finance · subject to change"}]},"sources_hash":"c531a7ec28aa978b830edce306c47ecc88307f35fa87e7e0396bdb6fa03206ad"},"system":{"model_name":null,"model_version":null,"developer":"unknown","harness":null,"tools_granted":[],"permissions_scope":null,"autonomy_level":"unknown","guardrails_present":[],"deployment_context":"unknown","tier":null,"lifecycle_stage":null,"integration_type":null,"intended_use":null,"safeguard_state":null,"production_intended":null},"event":{"date_occurred":null,"date_disclosed":"2026-11-04","incident_class":"hallucination","failure_class":null,"agent_involved":null,"secondary_failure_classes":[],"trigger":"unknown","duration":null,"detection_method":"third_party","summary":"Accenture published a report titled Leapfrogging Development, with researchers from IE University in Madrid, exploring how AI could improve productivity in Africa's agricultural industries. GPTZero's analysis alleges the report contains 15 fake citations and entirely fictitious case studies. Accenture denied the errors were because of AI. A spokesman said its review indicates the errors were the result of human error, and that there is no evidence they were generated through AI hallucination. The report is being corrected ahead of a re-release.","tags":["fake-citations","fictitious-case-studies","consulting-report","gptzero-analysis","disputed-ai-attribution"],"date_detected":null,"near_miss":null,"root_cause":null,"root_cause_detail":null,"failure_class_detail":null,"responsible_party":null,"adversarial_actor":null,"input_provenance":null,"time_to_contain":null,"operations_paused":null,"remediation":"The report is being corrected ahead of a re-release.","precursor_events":null},"impact":{"direct_loss_usd":null,"remediation_hours":null,"records_exposed":null,"third_parties_affected_count":null,"severity":"minor","severity_because":"Minor tier applied as a grade D judgement: the only stated consequence is a report being corrected, which is routine cleanup. The document does not state whether third parties were affected.","harm_class":[],"affected_description":null,"protected_class_involved":null,"data_categories_exposed":[],"loss_range_usd":null,"reversibility":null,"downstream_exposure_count":null},"evidence":{"sources":[{"url":"https://finance.yahoo.com/technology/ai/articles/accenture-accused-publishing-research-full-122237861.html","publisher":"Yahoo Finance","date":"2026-11-04","type":"press","title":"Accenture accused of publishing research full of AI hallucinations","archived_url":null,"attachment":"first_report","independence":"derivative"}],"per_field_confidence":{"system.developer":"D","system.autonomy_level":"D","system.deployment_context":"D","event.date_disclosed":"D","event.trigger":"D","event.detection_method":"C","event.summary":"C","event.tags":"C","event.remediation":"C","event.incident_class":"C","impact.severity":"C","impact.severity_because":"C","context.industry":"C","context.country":"D","context.denominator_available":"D"},"field_citations":{"event.detection_method":[{"source_index":0,"quote":"The consultancy giant is under scrutiny for releasing a report that allegedly contains 15 fake citations and entirely fictitious case studies, according to new analysis by GPT Zero."}],"event.summary":[{"source_index":0,"quote":"The paper, titled \"Leapfrogging Development\" and published in collaboration with researchers from IE University in Madrid, sought to explore how AI could improve the productivity of Africa's agricultural industries."},{"source_index":0,"quote":"The consultancy giant is under scrutiny for releasing a report that allegedly contains 15 fake citations and entirely fictitious case studies, according to new analysis by GPT Zero."},{"source_index":0,"quote":"Accenture has denied that the errors were because of AI."},{"source_index":0,"quote":"\"Our review indicates that the errors identified in the report were the result of human error."},{"source_index":0,"quote":"\"There is no evidence to support the conclusion that they were generated through AI hallucination."},{"source_index":0,"quote":"The report is being corrected ahead of a re-release."}],"event.tags":[{"source_index":0,"quote":"The consultancy giant is under scrutiny for releasing a report that allegedly contains 15 fake citations and entirely fictitious case studies, according to new analysis by GPT Zero."},{"source_index":0,"quote":"Accenture has denied that the errors were because of AI."},{"source_index":0,"quote":"\"There is no evidence to support the conclusion that they were generated through AI hallucination."}],"event.remediation":[{"source_index":0,"quote":"The report is being corrected ahead of a re-release."}],"event.incident_class":[{"source_index":0,"quote":"The consultancy giant is under scrutiny for releasing a report that allegedly contains 15 fake citations and entirely fictitious case studies, according to new analysis by GPT Zero."}],"impact.severity":[{"source_index":0,"quote":"The report is being corrected ahead of a re-release."}],"impact.severity_because":[{"source_index":0,"quote":"The report is being corrected ahead of a re-release."}],"context.industry":[{"source_index":0,"quote":"The consultancy giant is under scrutiny for releasing a report that allegedly contains 15 fake citations and entirely fictitious case studies, according to new analysis by GPT Zero."}]},"notes_on_gaps":"Not an agent incident on the document's own account: no tool, code, or autonomous step is described, so agent_involved and failure_class are null and autonomy_level is unknown. Included because the document describes a concrete published output (a report with alleged fake citations and fictitious case studies) that the reporting attributes to AI error. AI causation is disputed: Accenture denies AI was involved and attributes the errors to human error, and GPTZero's findings are described as allegations, so incident_class 'hallucination' rests on the described output, not on a confirmed cause. The report's publication date and the disclosure date are not stated in the document text. The article date appears only in collector metadata, which was not used for extraction, so date_disclosed and date_occurred are null. No AI developer, model, or tool is named. Loss, record, and duration figures are absent. The $3,000-an-hour fee, the $1,000 monthly-bill limit, and the law firm cases concern other firms or unrelated events and were not used. Severity is a grade D judgement with no stated third-party or loss facts. Industry is inferred from 'consultancy giant'. Operator country and size are not stated. A reviewer should decide whether to retain this record if AI involvement is not established. Extractor proposed values without quotes; dropped: ['context.country', 'context.denominator_available', 'event.trigger', 'system.autonomy_level', 'system.deployment_context', 'system.developer']. Single secondary source; corroborate before upgrading any field to B. [2026-11-04: evidence level set: Preliminary (Only a republished copy: Yahoo Finance · subject to change)]"},"context":{"industry":"Professional, Scientific, and Technical Services","org_size_band":null,"country":"unknown","denominator_available":false,"denominator":null,"related_incident_ids":[],"systemic_exposure":null,"shared_model_id":null,"upstream_incident_id":null,"incident_evidence":null,"regulatory":null,"coverage":null}}