{"schema_version":"0.10.0","id":"LR-2026-0636","record_version":1,"title":"Politician reads AI chatbot prompt aloud in New Brunswick legislature speech","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":42.8,"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":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":"2026-11-01","extraction_run_id":null,"evidence_level":{"level":"preliminary","reason":"1 report: Futurism · subject to change","original_document":null,"reports_total":1,"reports_independent":1,"reports_derivative":0,"developing":false,"disputed":false,"rules_version":"evidence-2026-10-29.1","computed_at":"2026-11-01","history":[{"date":"2026-11-01","from_level":null,"to_level":"preliminary","reason":"1 report: Futurism · subject to change"}]},"sources_hash":"c727db9d748bf08f8effd7cad3c7096bda1d5d13760ee6617de407435b92d4d5"},"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":"2026-07-24","incident_class":"operational_error","failure_class":null,"agent_involved":null,"secondary_failure_classes":[],"trigger":"unknown","duration":null,"detection_method":"third_party","summary":"Canadian lawmaker Bill Oliver gave a speech addressing the New Brunswick legislature. During the speech he read aloud a prompt from an AI chatbot that had been left in his remarks. Members of the New Brunswick subreddit noticed the error and were unimpressed, and one commenter said that if he were a lawyer he would be sanctioned for the same mistake. There were multiple calls for him to resign. The sources do not state whether any correction was made, whether Oliver knew of the error at the time, or how the chatbot text came to be in his remarks.","tags":[],"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":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: the error was contained to one public speech and no third party's data or systems are stated as touched; the only stated effect is reputational reaction.","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://futurism.com/artificial-intelligence/politician-accidentally-reads-ai-slop-speech","publisher":"Futurism","date":"2026-07-24","type":"press","title":"Braindead Politician Accidentally Reads AI Slop That Someone Left in His Speech: \"Here’s a More Natural, Flowing Version of That Section That Reads Like a Legislative Speech\" - Futurism","archived_url":null,"attachment":"first_report","independence":"independent"}],"per_field_confidence":{"event.detection_method":"C","context.country":"C","event.incident_class":"D","impact.severity":"D","impact.severity_because":"D","event.summary":"C","system.autonomy_level":"D","system.deployment_context":"D","event.trigger":"D","system.developer":"D","event.date_disclosed":"D","context.denominator_available":"D"},"field_citations":{"event.detection_method":[{"source_index":0,"quote":"In any case, members of the New Brunswick subreddit, understandably, weren’t impressed after people began noticing the error this week."}],"context.country":[{"source_index":0,"quote":"Canadian lawmaker Bill Oliver, who made a strange, cyborgian digression in a speech addressing the New Brunswick legislature last month."}],"event.incident_class":[{"source_index":0,"quote":"Oliver, in a distinctly 2026 twist, had accidentally read a prompt from an AI chatbot."}],"impact.severity":[{"source_index":0,"quote":"There were multiple calls for him to resign."}],"impact.severity_because":[{"source_index":0,"quote":"Others lamented the “depressing” state of affairs Oliver’s lazy AI slip-up evinced, using words like “grim” and “idiocracy.”"}],"event.summary":[{"source_index":0,"quote":"Canadian lawmaker Bill Oliver, who made a strange, cyborgian digression in a speech addressing the New Brunswick legislature last month."},{"source_index":0,"quote":"Oliver, in a distinctly 2026 twist, had accidentally read a prompt from an AI chatbot."},{"source_index":0,"quote":"In any case, members of the New Brunswick subreddit, understandably, weren’t impressed after people began noticing the error this week."},{"source_index":0,"quote":"“If he was a lawyer, he’d be sanctioned,” another wrote."},{"source_index":0,"quote":"There were multiple calls for him to resign."}]},"notes_on_gaps":"The sources do not state the date of the speech (only last month relative to the article), so date_occurred is omitted rather than estimated. The article header date 2026-07-24 is used only as the timeline publication date. No developer, model, tool, or harness is named, and the chatbot is not described as an autonomous agent, so agent fields are omitted. No cause, trigger, responsible party, control, or remediation is stated, so those fields and the risks and links lists are empty. The severity tier minor is my judgement: the only stated effect is a reputational reaction within one public speech. Detection method third_party reflects public commenters noticing the error, which is my classification. [case created by the backfill: read by claude-haiku-5-5, backfill-2026-11-01.2, 2026-11-01; not yet reviewed] [2026-11-01: evidence level set: Preliminary (1 report: Futurism · subject to change)]"},"context":{"industry":null,"org_size_band":null,"country":"CA","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},"narrative":{"steps":[{"step":"doing","text":"Oliver gave a speech addressing the New Brunswick legislature.","quote":"Canadian lawmaker Bill Oliver, who made a strange, cyborgian digression in a speech addressing the New Brunswick legislature last month.","source_index":0,"grade":"C"},{"step":"went_wrong","text":"He read a prompt from an AI chatbot aloud as part of the speech.","quote":"Oliver, in a distinctly 2026 twist, had accidentally read a prompt from an AI chatbot.","source_index":0,"grade":"C"},{"step":"caught","text":"Members of the New Brunswick subreddit noticed the error and reacted.","quote":"In any case, members of the New Brunswick subreddit, understandably, weren’t impressed after people began noticing the error this week.","source_index":0,"grade":"C"}],"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://futurism.com/artificial-intelligence/politician-accidentally-reads-ai-slop-speech"]},"analysis":{"sections":{"timeline":[{"text":"Commenters began noticing the error during the week of the article.","quote":"In any case, members of the New Brunswick subreddit, understandably, weren’t impressed after people began noticing the error this week.","source_index":0,"when":null}]},"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://futurism.com/artificial-intelligence/politician-accidentally-reads-ai-slop-speech"]}}