{"schema_version":"0.10.0","id":"LR-2026-0708","record_version":1,"title":"Florida Flock camera points police to wrong car; woman jailed 13 days","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":55.1,"score_breakdown":{"source_authority":12.1,"independent_corroboration":15.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":3.0,"completeness":3.52,"unhedged_language":4.69},"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: NewsNation · subject to change","original_document":null,"reports_total":2,"reports_independent":1,"reports_derivative":1,"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: NewsNation · subject to change"}]},"sources_hash":"94114545677bb5b5ac5e50d562474ffd0735a275fd5370960fc778c6d50d5170"},"system":{"model_name":null,"model_version":null,"developer":"Flock Safety","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":"Automated license plate reader cameras that photograph passing vehicles and scan their plates so police can search for vehicles connected to investigations","safeguard_state":null,"production_intended":null},"event":{"date_occurred":null,"date_disclosed":"2026-08-19","incident_class":"other","failure_class":null,"agent_involved":null,"secondary_failure_classes":[],"trigger":"unknown","duration":"P13D","detection_method":"unknown","summary":"A Flock Safety automated license plate reader camera recorded a black Dodge Durango registered to Lindsey Brooke Isaacs about three miles from a fatal hit-and-run on eastbound I-4 near DeBary, Florida, in October 2025. The camera record became a key part of the case against her. Her arrest followed on April 17, 2026, and she spent 13 days in jail. A 911 caller had described a maroon Dodge Durango with a partial license plate that did not match her vehicle, and her black Durango reportedly did not show damage consistent with the crash. Prosecutors dropped the charges on May 22, when investigators arrested another person whose vehicle had matching damage. Isaacs has filed a federal lawsuit against the Florida Highway Patrol and the troopers involved, which is an allegation that has not been decided.","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":"moderate","severity_because":"Moderate test met: data about a third party (her vehicle and plate record) was used, with scope bounded to one person and a stated 13 days in jail.","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://www.yahoo.com/news/us/articles/florida-flock-camera-points-police-174233489.html","publisher":"Yahoo","date":"2026-08-19","type":"press","title":"Florida Flock Camera Points Police to the Wrong Car, 23-Year-Old Woman Spends 13 Days in Jail - Yahoo","archived_url":null,"attachment":"first_report","independence":"derivative"},{"url":"https://www.newsnationnow.com/business/tech/lindsey-isaacs-flock-camera-congress/","publisher":"NewsNation","date":"2026-09-24","type":"press","title":"Woman spends 13 days in jail after Flock camera misidentifies her car - NewsNation","archived_url":null,"independence":"independent"}],"per_field_confidence":{"system.developer":"C","system.intended_use":"C","event.duration":"C","context.industry":"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","event.detection_method":"D","event.date_disclosed":"D","context.denominator_available":"D"},"field_citations":{"system.developer":[{"source_index":0,"quote":"A Flock Safety camera alert played a major role in a Florida investigation that resulted in a 23-year-old woman being arrested for a deadly hit-and-run she said she did not commit."}],"system.intended_use":[{"source_index":0,"quote":"ALPRs photograph passing vehicles and scan their license plates, allowing police to search for vehicles connected to investigations."}],"event.duration":[{"source_index":0,"quote":"Isaacs spent 13 days in jail before prosecutors eventually acknowledged that they did not have enough evidence to keep her in custody before trial."}],"context.industry":[{"source_index":0,"quote":"Florida Highway Patrol charged her with eight felonies, including three counts of vehicular homicide."}],"context.country":[{"source_index":1,"quote":"Testifying before Congress Wednesday, Isaacs said she was falsely accused of a triple vehicular homicide from an October 2025 crash."}],"event.incident_class":[{"source_index":0,"quote":"During the investigation, authorities found a Flock camera record showing a black Dodge Durango registered to Lindsey Brooke Isaacs about three miles from the crash site, Gadget Review reported."}],"impact.severity":[{"source_index":0,"quote":"Isaacs spent 13 days in jail before prosecutors eventually acknowledged that they did not have enough evidence to keep her in custody before trial."}],"impact.severity_because":[{"source_index":0,"quote":"Isaacs spent 13 days in jail before prosecutors eventually acknowledged that they did not have enough evidence to keep her in custody before trial."}],"event.summary":[{"source_index":0,"quote":"During the investigation, authorities found a Flock camera record showing a black Dodge Durango registered to Lindsey Brooke Isaacs about three miles from the crash site, Gadget Review reported."},{"source_index":0,"quote":"That camera hit eventually became a key part of the case against Isaacs."},{"source_index":0,"quote":"The investigation eventually led to her arrest on April 17, 2026."},{"source_index":0,"quote":"Isaacs spent 13 days in jail before prosecutors eventually acknowledged that they did not have enough evidence to keep her in custody before trial."},{"source_index":0,"quote":"However, a 911 caller told authorities that the vehicle involved was a maroon Dodge Durango and gave them a partial license plate that did not match Isaacs' vehicle."},{"source_index":0,"quote":"Isaacs' black Durango reportedly did not show damage consistent with the crash."},{"source_index":0,"quote":"Things changed on May 22, when prosecutors dropped the charges against Isaacs."},{"source_index":0,"quote":"Isaacs has now filed a federal lawsuit against the Florida Highway Patrol and the troopers involved, alleging that they falsely claimed her vehicle had damage consistent with the crash."}]},"notes_on_gaps":"The sources describe a license plate reader camera alert used by police, not an AI agent; no model, version, harness, tools, or autonomy level is stated, so those fields are omitted and agent_involved is set false on judgement. Incident class 'other' is a judgement because no closed category fits a camera misidentification. date_occurred uses the arrest date (2026-04-17) as the harm event, a judgement; the crash date is 2025-10-04. date_disclosed is not stated in the article text (only the metadata date 2026-08-19 exists) and date_detected is not stated, so both are omitted. Duration P13D is the stated jail time, used as the duration of the harm. Root cause, responsible party, trigger, and detection method are not stated and are omitted. Harm class is not clearly stated and is omitted. The B1 'missing' outcome is a judgement drawn from Isaacs's call for human verification before arrest. The lawsuit and Isaacs's claims are allegations, not findings. The Montalvo arrest is unconvicted. No remediation by any party is stated. Source 0 relies partly on Gadget Review and a social media post. Country US is inferred from Florida and the Congress testimony. No numeric count of affected third parties is stated. [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: NewsNation · subject to change)]"},"context":{"industry":"law enforcement","org_size_band":null,"country":"US","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":"A Flock Safety license plate reader camera alert was used as a key lead in a Florida hit-and-run investigation.","quote":"A Flock Safety camera alert played a major role in a Florida investigation that resulted in a 23-year-old woman being arrested for a deadly hit-and-run she said she did not commit.","source_index":0,"grade":"C"},{"step":"reached","text":"The investigation led to her arrest on April 17, 2026.","quote":"The investigation eventually led to her arrest on April 17, 2026.","source_index":0,"grade":"C"},{"step":"caught","text":"Prosecutors dropped the charges on May 22.","quote":"Things changed on May 22, when prosecutors dropped the charges against Isaacs.","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://www.yahoo.com/news/us/articles/florida-flock-camera-points-police-174233489.html","https://www.newsnationnow.com/business/tech/lindsey-isaacs-flock-camera-congress/"]},"analysis":{"sections":{"timeline":[{"text":"Hit-and-run crash on eastbound I-4 near DeBary killed three people.","quote":"The crash occurred on October 4, 2025, on eastbound I-4 near DeBary and killed three people- motorcyclist Joaquin Deno, Flagler County deputy administrator Jorge Salinas, and his wife Nancy.","source_index":0,"when":"2025-10-04"},{"text":"Investigators found a Flock camera record of a black Dodge Durango registered to Isaacs about three miles from the crash site.","quote":"During the investigation, authorities found a Flock camera record showing a black Dodge Durango registered to Lindsey Brooke Isaacs about three miles from the crash site, Gadget Review reported.","source_index":0,"when":null},{"text":"A 911 caller described a maroon Dodge Durango with a partial plate that did not match Isaacs' vehicle.","quote":"However, a 911 caller told authorities that the vehicle involved was a maroon Dodge Durango and gave them a partial license plate that did not match Isaacs' vehicle.","source_index":0,"when":null},{"text":"Isaacs was arrested.","quote":"The investigation eventually led to her arrest on April 17, 2026.","source_index":0,"when":"2026-04-17"},{"text":"Isaacs spent 13 days in jail before prosecutors acknowledged they lacked enough evidence to hold her before trial.","quote":"Isaacs spent 13 days in jail before prosecutors eventually acknowledged that they did not have enough evidence to keep her in custody before trial.","source_index":0,"when":null},{"text":"Isaacs testified before Congress that she was falsely accused.","quote":"Testifying before Congress Wednesday, Isaacs said she was falsely accused of a triple vehicular homicide from an October 2025 crash.","source_index":1,"when":"Wednesday"},{"text":"Prosecutors dropped the charges against Isaacs.","quote":"Things changed on May 22, when prosecutors dropped the charges against Isaacs.","source_index":0,"when":"May 22"},{"text":"Isaacs filed a federal lawsuit against the Florida Highway Patrol and the troopers involved.","quote":"Isaacs has now filed a federal lawsuit against the Florida Highway Patrol and the troopers involved, alleging that they falsely claimed her vehicle had damage consistent with the crash.","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://www.yahoo.com/news/us/articles/florida-flock-camera-points-police-174233489.html","https://www.newsnationnow.com/business/tech/lindsey-isaacs-flock-camera-congress/"]}}