{"schema_version":"0.10.0","id":"LR-2026-0628","record_version":1,"title":"26 Meta employees sue over AI-assisted layoff selection allegedly ignoring protected leave","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":60.3,"score_breakdown":{"source_authority":12.1,"independent_corroboration":20.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":3.0,"completeness":3.2,"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":"confirmed","reason":"3 independent outlets","original_document":null,"reports_total":3,"reports_independent":3,"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":"confirmed","reason":"3 independent outlets"}]},"sources_hash":"4c9b5a54862ce67784446a6361fa351b03d9a2c90c6bcf73ee558d9898ee099f"},"system":{"model_name":null,"model_version":null,"developer":"Meta","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":"2026-07-14","incident_class":"bias_disparate_impact","failure_class":null,"agent_involved":null,"secondary_failure_classes":[],"trigger":"unknown","duration":null,"detection_method":"unknown","summary":"Twenty-six current and former Meta employees sued the company in a federal court in California, alleging that AI systems used to select workers for its May layoff round did not account for protected leave or disabilities. The complaint says the systems drew on performance ratings, productivity metrics and AI-token consumption, which by design could not accumulate during protected absences, and that the company did not adjust for them. The plaintiffs allege this disproportionately selected people on medical, parental or family leave. Meta says the claims lack merit and that workforce decisions were made by people, not AI. The plaintiffs have asked the court for a preliminary injunction pending an independent audit, and no ruling had been reported at the time of the sources.","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,"primary_risk":"RK16"},"impact":{"direct_loss_usd":null,"remediation_hours":null,"records_exposed":null,"third_parties_affected_count":null,"severity":"major","severity_because":"Test: many third parties, meaning a stated count of two or more affected parties. Fact: the 26 unnamed employees are stated as 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://www.cnbc.com/2026/07/14/meta-lawsuit-layoffs-ai.html","publisher":"CNBC","date":"2026-07-14","type":"press","title":"Current and former employees sue Meta, alleging discrimination in using AI to conduct layoffs - CNBC","archived_url":null,"attachment":"first_report","independence":"independent"},{"url":"https://www.abc.net.au/news/2026-07-15/meta-employees-allege-ai-behind-layoffs/106920016","publisher":"ABC News & Headlines – Australian Broadcasting Corporation","date":"2026-07-15","type":"press","title":"26 employees sue Meta over claims AI systems selected workers for lay-offs - ABC News & Headlines – Australian Broadcasting Corporation","archived_url":null,"independence":"independent"},{"url":"https://www.techtimes.com/articles/320647/20260715/meta-faces-first-ai-layoff-discrimination-suit-july-22-deadline-looms.htm","publisher":"Tech Times","date":"2026-07-15","type":"press","title":"Meta Faces First AI Layoff Discrimination Suit as July 22 Deadline Looms - Tech Times","archived_url":null,"independence":"independent"}],"per_field_confidence":{"system.developer":"C","event.incident_class":"C","context.industry":"C","context.country":"C","impact.severity":"D","impact.severity_because":"D","event.primary_risk":"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 coalition of current and former Meta employees have sued the social media giant, alleging that the company used artificial intelligence in its latest round of layoffs in a way that was discriminatory."}],"event.incident_class":[{"source_index":2,"quote":"Twenty-six current and former Meta employees filed a federal discrimination lawsuit Monday against the company, alleging that the AI tools Meta used to select workers for its May layoff round could not, by design, account for employees who were on legally protected medical, parental, or disability leave"}],"context.industry":[{"source_index":0,"quote":"A coalition of current and former Meta employees have sued the social media giant, alleging that the company used artificial intelligence in its latest round of layoffs in a way that was discriminatory."}],"context.country":[{"source_index":0,"quote":"Attorneys representing the 26 unnamed workers said in a legal complaint filed in the United States Northern District Court of California that the plaintiffs were among the 10% of Meta's workforce cut in the company's May layoff round."}],"impact.severity":[{"source_index":1,"quote":"Each of the 26 unnamed employees in the lawsuit took protected leave and requested or received a reasonable accommodation for disability."}],"impact.severity_because":[{"source_index":1,"quote":"Each of the 26 unnamed employees in the lawsuit took protected leave and requested or received a reasonable accommodation for disability."}],"event.summary":[{"source_index":1,"quote":"A group of 26 US Meta employees has sued the company, claiming it used AI systems to identify people for lay-offs, disproportionately targeting those on medical, parental or family leave."},{"source_index":1,"quote":"As a result, people on protected medical or family leave were disproportionately selected for dismissal, the lawsuit says."},{"source_index":2,"quote":"Workforce management and organizational decisions were and are made by people, not AI."},{"source_index":2,"quote":"A federal judge has not yet ruled on the plaintiffs' emergency request to block the firings while they pursue their claims in arbitration."}]},"notes_on_gaps":"All harms are allegations by plaintiffs; Meta denies them and says decisions were made by people. No model name, version, harness, tools or autonomy level is stated for the layoff systems; the complaint names Metamate and monitoring tools only as systems included, so no model_name was recorded. The lawsuit does not describe an autonomous agent, so agent_involved and failure fields were left out. The filing date is given only as Monday; the month is May for the layoff round and the year 2026 was not stated in the layoff sentences, so date_occurred was not recorded. date_disclosed was not recorded because no source gives it in text; the CNBC article is dated 2026-07-14 in its header and the filing is said to have been on Monday. No remediation is reported. The Workday case and the Model Capability Initiative security failure are separate matters and were excluded. Severity major was judged from the stated count of 26 affected parties under the rule for many third parties. Reversibility reflects the plaintiffs' own stated view. Detection method and root-cause ranking are judgements from the complaint's description; the complaint does not state how the failure was found. [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: Confirmed (3 independent outlets)]"},"context":{"industry":"social media","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":"Meta's internal AI systems were used to choose which employees to cut in the May layoff round, according to the complaint.","quote":"The plaintiffs allege that Meta's \"constellation of internal artificial-intelligence systems\" failed to take approved absences into account when determining which employees to cut.","source_index":0,"grade":"C"},{"step":"went_wrong","text":"The lawsuit alleges the company did not account for protected leave in the scores and did not pause the system for an individualized leave-neutral review.","quote":"Meta, according to the lawsuit, did not account for protected leave when calculating employees' scores and \"did not pause the system for the individualized, leave- and accommodation-neutral review that the law requires\".","source_index":1,"grade":"C"},{"step":"reached","text":"The lawsuit says people on protected medical or family leave were disproportionately selected for dismissal.","quote":"As a result, people on protected medical or family leave were disproportionately selected for dismissal, the lawsuit says.","source_index":1,"grade":"C"}],"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://www.cnbc.com/2026/07/14/meta-lawsuit-layoffs-ai.html","https://www.abc.net.au/news/2026-07-15/meta-employees-allege-ai-behind-layoffs/106920016","https://www.techtimes.com/articles/320647/20260715/meta-faces-first-ai-layoff-discrimination-suit-july-22-deadline-looms.htm"]},"analysis":{"sections":{"timeline":[{"text":"Plaintiffs were among about 10% of Meta's workforce cut in the company's May layoff round.","quote":"Attorneys representing the 26 unnamed workers said in a legal complaint filed in the United States Northern District Court of California that the plaintiffs were among the 10% of Meta's workforce cut in the company's May layoff round.","source_index":0,"when":"May"},{"text":"Plaintiffs filed the lawsuit in federal court in California and said they wish to pursue their claims individually in arbitration.","quote":"In a lawsuit filed Monday, plaintiffs allege that Meta violated various protected-leave laws and discrimination acts related to pregnancies and disabilities, among others, and said they wish to pursue their claims individually in arbitration.","source_index":0,"when":"Monday"},{"text":"Separations of the 26 employees were set to begin.","quote":"Though they have been notified of their lay-offs, all 26 remain employed by Meta, with separations set to begin July 22.","source_index":1,"when":"July 22"},{"text":"No federal judge had yet ruled on the plaintiffs' emergency request to block the firings.","quote":"A federal judge has not yet ruled on the plaintiffs' emergency request to block the firings while they pursue their claims in arbitration.","source_index":2,"when":null}]},"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://www.cnbc.com/2026/07/14/meta-lawsuit-layoffs-ai.html","https://www.abc.net.au/news/2026-07-15/meta-employees-allege-ai-behind-layoffs/106920016","https://www.techtimes.com/articles/320647/20260715/meta-faces-first-ai-layoff-discrimination-suit-july-22-deadline-looms.htm"]}}