{
  "id": "AIBD-0150",
  "title": "Lynn White of Long Beach, California, who lost an eviction jury trial with a lawyer, may have overturned the eviction on appeal with ChatGPT and Perplexity, which she used to find procedural errors and draft it, avoiding roughly $55,000 in penalties and over $18,000 in back rent",
  "summary": "Long Beach tenant Lynn White used ChatGPT and Perplexity to overturn her eviction on appeal, avoiding about $55,000 in penalties, per NBC.",
  "date_observed": "2025-10-08",
  "date_basis": "unassessed",
  "date_precision": "unassessed",
  "benefit_status": null,
  "source_collection": null,
  "source_entry": null,
  "account": "Lynn White, a small music production business owner living in a Long Beach, California, trailer park, was allegedly behind on rent and facing eviction. Represented by a lawyer from a local tenant advocacy network, she lost a jury trial. To appeal, she argued that Los Angeles Covid-era rules allowed a 12-month rent deferral. She gave her documents to ChatGPT and the AI search engine Perplexity. She had them find procedural errors by the judge, research the law and draft her court responses. NBC News reported on 8 October 2025 that, after several months of litigation, she overturned the eviction. It said she avoided roughly $55,000 in penalties and over $18,000 in overdue rent. No court, docket or ruling date is given.",
  "category": "benefit created",
  "unexpected": false,
  "purpose": "ChatGPT is a general-purpose assistant for answering questions and drafting text. Perplexity is an AI search engine. Using them to research law, spot procedural errors and draft filings is within that general purpose. Neither is built as a legal service. The same NBC report documents litigants sanctioned for AI-invented case citations.",
  "system": "ChatGPT (paid plan, $20 a month) and Perplexity Pro ($20 a month)",
  "model_version": "Not reported; NBC News says White moved from the free ChatGPT tier to the $20-a-month plan and used Perplexity Pro, without naming model versions",
  "developer": "OpenAI (ChatGPT); Perplexity AI (Perplexity)",
  "deployer": null,
  "location": "Long Beach, United States",
  "domain": "Access to justice",
  "segment": "Self-represented tenants in eviction proceedings",
  "benefit_type": "Reduced Risk",
  "taxonomy_note": null,
  "registry_ids": {
    "oecd_aim": "2025-10-20-4cfe"
  },
  "ratings": [
    {
      "group": "personal",
      "depth": 3,
      "reason": "By her account to NBC News, White kept her home after losing at trial with a lawyer. She avoided roughly $55,000 in penalties and more than $18,000 in overdue rent. That is life-changing for one person. But the figures and outcome rest on her account, and no court record is cited."
    }
  ],
  "ai_role": {
    "status": "unassessed",
    "statement": "White told NBC News that she gave ChatGPT her documents and case details. She said it and Perplexity identified procedural errors by the judge, researched the applicable law and drafted her court responses. She said she could never have won the appeal without AI. No court document, opposing-party or judicial account of what decided the appeal is cited. So the tools' contribution relative to the Covid-era rent-deferral rules she invoked and her own advocacy is not established."
  },
  "evidence": [
    {
      "kind": "news report",
      "citation": "Perlo J, Yang A (2025). More people are using ChatGPT like a lawyer in court. Some are starting to win. NBC News, 8 October 2025, 5:00 AM EDT.",
      "title": "More people are using ChatGPT like a lawyer in court. Some are starting to win.",
      "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
      "date": "2025-10-08",
      "written_by": "independent",
      "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent."
    },
    {
      "kind": "news report",
      "citation": "NEWS 24/7 newsroom (2025). Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT. news247.gr, 20 October 2025, 14:42, citing NBC News; one of the twelve Greek-language sources listed by the OECD Monitor.",
      "title": "Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT",
      "url": "https://www.news247.gr/kosmos/ginaika-kerdise-dikastiki-ipothesi-me-dikigoro-to-chatgpt/",
      "date": "2025-10-20",
      "written_by": "independent",
      "quote": "Η Lynn White, κατάφερε να ανατρέψει την απόφαση έξωσης και να αποφύγει πρόστιμα δεκάδων χιλιάδων δολαρίων μέσω μηνών δικαστικών διαδικασιών βάζοντας για δικηγόρο της… το ChatGPT."
    },
    {
      "kind": "news report",
      "citation": "HuffPost Greece (2025). Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT. huffingtonpost.gr, 20 October 2025, 21:27, citing NBC News.",
      "title": "Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT",
      "url": "https://www.huffingtonpost.gr/diethnes/gynaika-stin-kalifornia-kerdise-dikastiki-ypothesi-me-synigoro-tochatgpt/",
      "date": "2025-10-20",
      "written_by": "independent",
      "quote": "Όπως αναφέρει το NBC News, η Λιν Γουάιτ είχε καθυστερήσει την πληρωμή του ενοικίου και αρχικά έχασε τη δίκη με ενόρκους μετά από ειδοποίηση έξωσης."
    },
    {
      "kind": "other",
      "citation": "Ihtesham Ali (@ihtesham2005) (2026). Post on X about Lynn White, 4 April 2026, carrying a Community Note that cites the California appellate courts' case search for Court of Appeal case B350202 (appeal denied 26 November 2025) and Supreme Court case S294091 (petition denied).",
      "title": "Lynn White had $0 for a lawyer and $73,000 in debt hanging over her head (X post with Community Note)",
      "url": "https://x.com/ihtesham2005/status/2040399092111864187",
      "date": "2026-04-04",
      "written_by": "independent",
      "quote": null
    }
  ],
  "replication": {
    "produced_by": [
      "A litigant with time, her case documents and $40 a month for paid ChatGPT and Perplexity Pro. She fed them the record and detailed case facts",
      "A substantive ground to find, here Los Angeles Covid-era rules allowing a 12-month rent deferral. Procedural errors at trial that an appeal could reach",
      "A court system in which a self-represented tenant can appeal an eviction judgment"
    ],
    "must_hold": [
      "The tools' legal citations and procedural claims are checked before filing. The same NBC article reports litigants sanctioned for AI-invented cases",
      "The litigant reads and verifies what the tools draft rather than filing it as produced",
      "The underlying legal position is sound. The tools surfaced rules and errors. They did not create the rent-deferral protection"
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "ChatGPT and Perplexity may have won Lynn White her eviction appeal",
  "metric": "avoided roughly $55,000 in penalties and over $18,000 in overdue rent",
  "comparator": {
    "against": "representation by a lawyer from a local tenant advocacy network, with whom she lost the jury trial",
    "before": "she worked with a lawyer from a local tenant advocacy network but lost in a jury trial",
    "after": "White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent",
    "basis": "assumed",
    "quote": "Allegedly behind on rent payments to her trailer park in Long Beach, California, and facing an eviction notice, she worked with a lawyer from a local tenant advocacy network but lost in a jury trial.",
    "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401"
  },
  "later": {
    "status": "litigated",
    "date": "2025-11-26",
    "note": "A community note on a viral April 2026 X post about White states, citing the California appellate courts' case search, that her appeal (Court of Appeal case B350202) was denied on 26 November 2025 and that her petition to the state Supreme Court (S294091) was denied too; if accurate this contradicts the NBC account of an overturned eviction, but the underlying court dockets remain unverified.",
    "quote": "Lynn White filed an appeal on her eviction case and it was denied on 11/26/25 - appellatecases.courtinfo.ca.gov/search/case/do…\n\nher petition to the state's Supreme Court was denied too\nappellatecases.courtinfo.ca.gov/search/case/di…",
    "url": "https://x.com/ihtesham2005/status/2040399092111864187"
  },
  "value": {
    "amount": "roughly $55,000",
    "what": "penalties avoided, plus more than $18,000 in overdue rent, by overturning the eviction on appeal",
    "who": "Lynn White",
    "estimate": false,
    "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent.",
    "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401"
  },
  "developer_country": "United States",
  "deployer_country": null,
  "unrated_because": null,
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-20",
      "change": "Record drafted from the OECD Monitor entry and the cited sources.",
      "source": "https://oecd.ai/en/incidents/2025-10-20-4cfe",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Headline reworded to state the event without naming who claims it.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Title reworded to state the event without naming who claims it.",
      "source": null,
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Benefit type set to Reduced Risk under Trustible's full taxonomy of 23 types; it was Improved Accessibility among the six first used.",
      "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Added what the benefit is measured against, what happened since, the value as stated from the cited sources.",
      "source": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401; https://x.com/ihtesham2005/status/2040399092111864187; https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Country of the developer added from the organization's own site or a registry.",
      "source": "https://en.wikipedia.org/wiki/OpenAI",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-21",
      "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
      "source": null,
      "editor": "AIBD"
    }
  ],
  "confidence": "reported",
  "shade": "medium",
  "claim_status": "Independently reported",
  "claim_basis": "Sources: three independent news reports and one other independent source. The cited evidence includes no independent study or report and no finding by a regulator or court.",
  "profile": {
    "case_id": "AIBD-0150",
    "catalog_version": "1.0.0",
    "source_fingerprint": "dd9a32a1d9105ad22d82fc0fd23658f9a321fec8b45dfac282e0200c056112a8",
    "collection_refs": [
      {
        "collection_id": "aibd",
        "version": "snapshot-8bf7cfec9cb185aa"
      },
      {
        "collection_id": "aibd",
        "version": "2026-10-25"
      },
      {
        "collection_id": "querist",
        "version": "2026-10-25"
      }
    ],
    "source_ids": [
      "AIBD-0150-source-0001",
      "AIBD-0150-source-0002",
      "AIBD-0150-source-0003",
      "AIBD-0150-source-0004"
    ],
    "families": {
      "strategic assessments": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      },
      "evaluations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      },
      "monetary observations": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "An existing source-stated monetary observation is present in the original value object."
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Existing value object only; its financial interpretation has not been reverified.",
          "record_fields": [
            "value"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial",
        "record_ids": [
          "AIBD-0150-legacy-value"
        ]
      },
      "institutional decisions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "record_ids": []
      }
    },
    "fields": {
      "actors[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "developer": "OpenAI (ChatGPT); Perplexity AI (Perplexity)"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "developer"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "actors[].ownership_control": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "ai_contribution": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "ai_relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "category": "benefit created",
            "ai_role": {
              "status": "unassessed",
              "statement": "White told NBC News that she gave ChatGPT her documents and case details. She said it and Perplexity identified procedural errors by the judge, researched the applicable law and drafted her court responses. She said she could never have won the appeal without AI. No court document, opposing-party or judicial account of what decided the appeal is cited. So the tools' contribution relative to the Covid-era rent-deferral rules she invoked and her own advocacy is not established."
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ai_role",
            "category"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].alternatives": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].assessor_date": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].depth": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "depth": 3,
                "reason": "By her account to NBC News, White kept her home after losing at trial with a lawyer. She avoided roughly $55,000 in penalties and more than $18,000 in overdue rent. That is life-changing for one person. But the figures and outcome rest on her account, and no court record is cited."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].display_confidence": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "confidence": "medium",
            "evidence_word": "reported",
            "claim_status": "Independently reported",
            "basis": "Sources: three independent news reports and one other independent source. The cited evidence includes no independent study or report and no finding by a regulator or court.",
            "interpretation": "Existing display rule preserved; the richer outcome-specific confidence question still needs review."
          }
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Derived from the existing case display properties; not a new evidentiary judgment.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].rationale": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "depth": 3,
                "reason": "By her account to NBC News, White kept her home after losing at trial with a lawyer. She avoided roughly $55,000 in penalties and more than $18,000 in overdue rent. That is life-changing for one person. But the figures and outcome rest on her account, and no court record is cited."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "assessments[].rubric_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].status_basis": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "assessments[].target": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "depth": 3,
                "reason": "By her account to NBC News, White kept her home after losing at trial with a lawyer. She avoided roughly $55,000 in penalties and more than $18,000 in overdue rent. That is life-changing for one person. But the figures and outcome rest on her account, and no court record is cited."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "availability": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "brief": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "case_kind": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "case_links[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].evidence_links": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].evidence_strength": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].missingness": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "claims[].proposition": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "cross_border_flows[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "decisions[].action_outcome": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].grounds": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].institution_task": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "decisions[].success_criterion": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "institutional decisions"
      },
      "deployment_stage": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].amount": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "value": {
              "amount": "roughly $55,000",
              "what": "penalties avoided, plus more than $18,000 in overdue rent, by overturning the eviction on appeal",
              "who": "Lynn White",
              "estimate": false,
              "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent.",
              "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "value"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "economics[].costs[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].counterfactual": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].currency_price_basis": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].gross_net": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].measure_type": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "value": {
              "amount": "roughly $55,000",
              "what": "penalties avoided, plus more than $18,000 in overdue rent, by overturning the eviction on appeal",
              "who": "Lynn White",
              "estimate": false,
              "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent.",
              "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "value"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "economics[].period_unit": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].realization": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].recipient_payer": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "value": {
              "amount": "roughly $55,000",
              "what": "penalties avoided, plus more than $18,000 in overdue rent, by overturning the eviction on appeal",
              "who": "Lynn White",
              "estimate": false,
              "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent.",
              "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "value"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "economics[].return_payback": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "economics[].valuation_method": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "evaluations[].ai_uplift": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].comparator": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].design": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].effect": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].exposure": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].measurement_method": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].metric": {
        "state": "not_assessed",
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
          "record_fields": [
            "metric"
          ],
          "source_refs": []
        },
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations",
        "display": {
          "answer": "avoided roughly $55,000 in penalties and over $18,000 in overdue rent",
          "editor_note": ""
        }
      },
      "evaluations[].reproduction_materials": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].setting_sample": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "evaluations[].uncertainty_limitations": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "evaluations"
      },
      "external_references[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "registry_ids": {
              "oecd_aim": "2025-10-20-4cfe"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "registry_ids"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "follow_up[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "later": {
              "status": "litigated",
              "date": "2025-11-26",
              "note": "A community note on a viral April 2026 X post about White states, citing the California appellate courts' case search, that her appeal (Court of Appeal case B350202) was denied on 26 November 2025 and that her petition to the state Supreme Court (S294091) was denied too; if accurate this contradicts the NBC account of an overturned eviction, but the underlying court dockets remain unverified.",
              "quote": "Lynn White filed an appeal on her eviction case and it was denied on 11/26/25 - appellatecases.courtinfo.ca.gov/search/case/do…\n\nher petition to the state's Supreme Court was denied too\nappellatecases.courtinfo.ca.gov/search/case/di…",
              "url": "https://x.com/ihtesham2005/status/2040399092111864187"
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "later"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "human_oversight": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "id": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "id": "AIBD-0150"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "id"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "infrastructure_dependencies[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiaries": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].beneficiary_count": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].benefit_type": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "benefit_type": "Reduced Risk"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].claim": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "Lynn White, a small music production business owner living in a Long Beach, California, trailer park, was allegedly behind on rent and facing eviction. Represented by a lawyer from a local tenant advocacy network, she lost a jury trial. To appeal, she argued that Los Angeles Covid-era rules allowed a 12-month rent deferral. She gave her documents to ChatGPT and the AI search engine Perplexity. She had them find procedural errors by the judge, research the law and draft her court responses. NBC News reported on 8 October 2025 that, after several months of litigation, she overturned the eviction. It said she avoided roughly $55,000 in penalties and over $18,000 in overdue rent. No court, docket or ruling date is given.",
            "benefit_type": "Reduced Risk"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "benefit_type"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].distribution": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].duration": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].id": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].stakeholder_group": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "ratings": [
              {
                "group": "personal",
                "depth": 3,
                "reason": "By her account to NBC News, White kept her home after losing at trial with a lawyer. She avoided roughly $55,000 in penalties and more than $18,000 in overdue rent. That is life-changing for one person. But the figures and outcome rest on her account, and no court record is cited."
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "ratings"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "outcomes[].status": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].tradeoffs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "outcomes[].unexpected": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "unexpected": false,
            "purpose": "ChatGPT is a general-purpose assistant for answering questions and drafting text. Perplexity is an AI search engine. Using them to research law, spot procedural errors and draft filings is within that general purpose. Neither is built as a legal service. The same NBC report documents litigants sanctioned for AI-invented case citations."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "unexpected",
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "places[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "location": "Long Beach, United States",
            "developer_country": "United States"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "location",
            "developer_country"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "purpose": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "purpose": "ChatGPT is a general-purpose assistant for answering questions and drafting text. Perplexity is an AI search engine. Using them to research law, spot procedural errors and draft filings is within that general purpose. Neither is built as a legal service. The same NBC report documents litigants sanctioned for AI-invented case citations."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "purpose"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "record_dates": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "date_observed": "2025-10-08",
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the OECD Monitor entry and the cited sources.",
                "source": "https://oecd.ai/en/incidents/2025-10-20-4cfe",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Headline reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Title reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Risk under Trustible's full taxonomy of 23 types; it was Improved Accessibility among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since, the value as stated from the cited sources.",
                "source": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401; https://x.com/ihtesham2005/status/2040399092111864187; https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer added from the organization's own site or a registry.",
                "source": "https://en.wikipedia.org/wiki/OpenAI",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "date_observed",
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "replication.attempts[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "replication.conditions": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "replication": {
              "produced_by": [
                "A litigant with time, her case documents and $40 a month for paid ChatGPT and Perplexity Pro. She fed them the record and detailed case facts",
                "A substantive ground to find, here Los Angeles Covid-era rules allowing a 12-month rent deferral. Procedural errors at trial that an appeal could reach",
                "A court system in which a self-represented tenant can appeal an eviction judgment"
              ],
              "must_hold": [
                "The tools' legal citations and procedural claims are checked before filing. The same NBC article reports litigants sanctioned for AI-invented cases",
                "The litigant reads and verifies what the tools draft rather than filing it as produced",
                "The underlying legal position is sound. The tools surfaced rules and errors. They did not create the rent-deferral protection"
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "revision_history[]": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "revisions": [
              {
                "date": "2026-10-20",
                "change": "Record drafted from the OECD Monitor entry and the cited sources.",
                "source": "https://oecd.ai/en/incidents/2025-10-20-4cfe",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Headline reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Title reworded to state the event without naming who claims it.",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Benefit type set to Reduced Risk under Trustible's full taxonomy of 23 types; it was Improved Accessibility among the six first used.",
                "source": "https://trustible.ai/post/a-framework-for-measuring-the-benefits-of-ai/",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Added what the benefit is measured against, what happened since, the value as stated from the cited sources.",
                "source": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401; https://x.com/ihtesham2005/status/2040399092111864187; https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Country of the developer added from the organization's own site or a registry.",
                "source": "https://en.wikipedia.org/wiki/OpenAI",
                "editor": "AIBD"
              },
              {
                "date": "2026-10-21",
                "change": "Prose pass: a rating reason, account, purpose, the replication conditions, the system's part rewritten in shorter sentences with abbreviations expanded; facts, figures and quotations unchanged.",
                "editor": "AIBD"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "revisions"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sector": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "domain": "Access to justice",
            "segment": "Self-represented tenants in eviction proceedings"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "domain",
            "segment"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].access_version": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].citation_locator": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "news report",
                "citation": "Perlo J, Yang A (2025). More people are using ChatGPT like a lawyer in court. Some are starting to win. NBC News, 8 October 2025, 5:00 AM EDT.",
                "title": "More people are using ChatGPT like a lawyer in court. Some are starting to win.",
                "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
                "date": "2025-10-08",
                "written_by": "independent",
                "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent."
              },
              {
                "kind": "news report",
                "citation": "NEWS 24/7 newsroom (2025). Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT. news247.gr, 20 October 2025, 14:42, citing NBC News; one of the twelve Greek-language sources listed by the OECD Monitor.",
                "title": "Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT",
                "url": "https://www.news247.gr/kosmos/ginaika-kerdise-dikastiki-ipothesi-me-dikigoro-to-chatgpt/",
                "date": "2025-10-20",
                "written_by": "independent",
                "quote": "Η Lynn White, κατάφερε να ανατρέψει την απόφαση έξωσης και να αποφύγει πρόστιμα δεκάδων χιλιάδων δολαρίων μέσω μηνών δικαστικών διαδικασιών βάζοντας για δικηγόρο της… το ChatGPT."
              },
              {
                "kind": "news report",
                "citation": "HuffPost Greece (2025). Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT. huffingtonpost.gr, 20 October 2025, 21:27, citing NBC News.",
                "title": "Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT",
                "url": "https://www.huffingtonpost.gr/diethnes/gynaika-stin-kalifornia-kerdise-dikastiki-ypothesi-me-synigoro-tochatgpt/",
                "date": "2025-10-20",
                "written_by": "independent",
                "quote": "Όπως αναφέρει το NBC News, η Λιν Γουάιτ είχε καθυστερήσει την πληρωμή του ενοικίου και αρχικά έχασε τη δίκη με ενόρκους μετά από ειδοποίηση έξωσης."
              },
              {
                "kind": "other",
                "citation": "Ihtesham Ali (@ihtesham2005) (2026). Post on X about Lynn White, 4 April 2026, carrying a Community Note that cites the California appellate courts' case search for Court of Appeal case B350202 (appeal denied 26 November 2025) and Supreme Court case S294091 (petition denied).",
                "title": "Lynn White had $0 for a lawyer and $73,000 in debt hanging over her head (X post with Community Note)",
                "url": "https://x.com/ihtesham2005/status/2040399092111864187",
                "date": "2026-04-04",
                "written_by": "independent"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].id": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "AIBD-0150-source-0001",
            "AIBD-0150-source-0002",
            "AIBD-0150-source-0003",
            "AIBD-0150-source-0004"
          ],
          "role": "Existing evidence items, in their original order"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Stable within the fingerprinted record version; no source content or source review has been added.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "sources[].language": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "sources[].relationship": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "evidence": [
              {
                "kind": "news report",
                "citation": "Perlo J, Yang A (2025). More people are using ChatGPT like a lawyer in court. Some are starting to win. NBC News, 8 October 2025, 5:00 AM EDT.",
                "title": "More people are using ChatGPT like a lawyer in court. Some are starting to win.",
                "url": "https://www.nbcnews.com/tech/innovation/ai-chatgpt-court-law-legal-lawyer-self-represent-pro-se-attorney-rcna230401",
                "date": "2025-10-08",
                "written_by": "independent",
                "quote": "Several months of litigation later, White managed to overturn her eviction notice and avoid roughly $55,000 in penalties and more than $18,000 in overdue rent."
              },
              {
                "kind": "news report",
                "citation": "NEWS 24/7 newsroom (2025). Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT. news247.gr, 20 October 2025, 14:42, citing NBC News; one of the twelve Greek-language sources listed by the OECD Monitor.",
                "title": "Γυναίκα κέρδισε δικαστική υπόθεση με δικηγόρο το ChatGPT",
                "url": "https://www.news247.gr/kosmos/ginaika-kerdise-dikastiki-ipothesi-me-dikigoro-to-chatgpt/",
                "date": "2025-10-20",
                "written_by": "independent",
                "quote": "Η Lynn White, κατάφερε να ανατρέψει την απόφαση έξωσης και να αποφύγει πρόστιμα δεκάδων χιλιάδων δολαρίων μέσω μηνών δικαστικών διαδικασιών βάζοντας για δικηγόρο της… το ChatGPT."
              },
              {
                "kind": "news report",
                "citation": "HuffPost Greece (2025). Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT. huffingtonpost.gr, 20 October 2025, 21:27, citing NBC News.",
                "title": "Γυναίκα στην Καλιφόρνια κέρδισε δικαστική υπόθεση με συνήγορο το…ChatGPT",
                "url": "https://www.huffingtonpost.gr/diethnes/gynaika-stin-kalifornia-kerdise-dikastiki-ypothesi-me-synigoro-tochatgpt/",
                "date": "2025-10-20",
                "written_by": "independent",
                "quote": "Όπως αναφέρει το NBC News, η Λιν Γουάιτ είχε καθυστερήσει την πληρωμή του ενοικίου και αρχικά έχασε τη δίκη με ενόρκους μετά από ειδοποίηση έξωσης."
              },
              {
                "kind": "other",
                "citation": "Ihtesham Ali (@ihtesham2005) (2026). Post on X about Lynn White, 4 April 2026, carrying a Community Note that cites the California appellate courts' case search for Court of Appeal case B350202 (appeal denied 26 November 2025) and Supreme Court case S294091 (petition denied).",
                "title": "Lynn White had $0 for a lawyer and $73,000 in debt hanging over her head (X post with Community Note)",
                "url": "https://x.com/ihtesham2005/status/2040399092111864187",
                "date": "2026-04-04",
                "written_by": "independent"
              }
            ]
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "evidence"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "sources[].upstream_sources": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "strategic_assessments[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial",
        "family": "strategic assessments"
      },
      "summary": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "summary": "Long Beach tenant Lynn White used ChatGPT and Perplexity to overturn her eviction on appeal, avoiding about $55,000 in penalties, per NBC.",
            "account": "Lynn White, a small music production business owner living in a Long Beach, California, trailer park, was allegedly behind on rent and facing eviction. Represented by a lawyer from a local tenant advocacy network, she lost a jury trial. To appeal, she argued that Los Angeles Covid-era rules allowed a 12-month rent deferral. She gave her documents to ChatGPT and the AI search engine Perplexity. She had them find procedural errors by the judge, research the law and draft her court responses. NBC News reported on 8 October 2025 that, after several months of litigation, she overturned the eviction. It said she avoided roughly $55,000 in penalties and over $18,000 in overdue rent. No court, docket or ruling date is given."
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "summary",
            "account"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].autonomy_permissions": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].component_role": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "White reported that the tools researched legal questions and drafted responses for her appeal."
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Restated the mechanical task already described in the existing system and AI-role fields. No new source review is claimed.",
          "record_fields": [
            "system",
            "ai_role"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].deployment_configuration": {
        "state": "value_present",
        "value": {
          "kind": "text",
          "text": "White used a paid ChatGPT subscription and Perplexity Pro. The report does not identify the models selected within those services."
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Separated the model, software, hardware, or operation already described in the existing record. No new source review is claimed.",
          "record_fields": [
            "model_version",
            "system",
            "ai_role"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].inputs_outputs": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_name": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "systems[].model_version": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "model_version": "Not reported; NBC News says White moved from the free ChatGPT tier to the $20-a-month plan and used Perplexity Pro, without naming model versions"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "model_version"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial",
        "display": {
          "answer": "Exact release not established.",
          "editor_note": ""
        }
      },
      "systems[].product_name": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "system": "ChatGPT (paid plan, $20 a month) and Perplexity Pro ($20 a month)"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "system"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "systems[].provider": {
        "state": "value_present",
        "value": {
          "kind": "structured",
          "data": {
            "application_developer": "OpenAI (ChatGPT); Perplexity AI (Perplexity)"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Mapped from the existing case description without a new external source review.",
          "record_fields": [
            "developer"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "taxonomy_crosswalks[]": {
        "state": "not_assessed",
        "review_state": "not_assessed",
        "coverage": "partial"
      },
      "title": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "title": "Lynn White of Long Beach, California, who lost an eviction jury trial with a lawyer, may have overturned the eviction on appeal with ChatGPT and Perplexity, which she used to find procedural errors and draft it, avoiding roughly $55,000 in penalties and over $18,000 in back rent",
            "headline": "ChatGPT and Perplexity may have won Lynn White her eviction appeal"
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "title",
            "headline"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      },
      "version": {
        "state": "value_present",
        "value": {
          "kind": "identifiers",
          "identifiers": [
            "dd9a32a1d9105ad22d82fc0fd23658f9a321fec8b45dfac282e0200c056112a8"
          ],
          "role": "SHA-256 of normalized original case data"
        },
        "provenance": {
          "kind": "curatorial",
          "basis": "Deterministic content version assigned by the local migration.",
          "record_fields": [],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "complete"
      },
      "workflow": {
        "state": "value_present",
        "value": {
          "kind": "record_fields",
          "fields": {
            "account": "Lynn White, a small music production business owner living in a Long Beach, California, trailer park, was allegedly behind on rent and facing eviction. Represented by a lawyer from a local tenant advocacy network, she lost a jury trial. To appeal, she argued that Los Angeles Covid-era rules allowed a 12-month rent deferral. She gave her documents to ChatGPT and the AI search engine Perplexity. She had them find procedural errors by the judge, research the law and draft her court responses. NBC News reported on 8 October 2025 that, after several months of litigation, she overturned the eviction. It said she avoided roughly $55,000 in penalties and over $18,000 in overdue rent. No court, docket or ruling date is given.",
            "replication": {
              "produced_by": [
                "A litigant with time, her case documents and $40 a month for paid ChatGPT and Perplexity Pro. She fed them the record and detailed case facts",
                "A substantive ground to find, here Los Angeles Covid-era rules allowing a 12-month rent deferral. Procedural errors at trial that an appeal could reach",
                "A court system in which a self-represented tenant can appeal an eviction judgment"
              ],
              "must_hold": [
                "The tools' legal citations and procedural claims are checked before filing. The same NBC article reports litigants sanctioned for AI-invented cases",
                "The litigant reads and verifies what the tools draft rather than filing it as produced",
                "The underlying legal position is sound. The tools surfaced rules and errors. They did not create the rent-deferral protection"
              ],
              "echoes": []
            }
          }
        },
        "provenance": {
          "kind": "legacy_record",
          "basis": "Preserved from the existing AIBD record; external sources were not rechecked.",
          "record_fields": [
            "account",
            "replication"
          ],
          "source_refs": []
        },
        "review_state": "record_mapped",
        "coverage": "partial"
      }
    },
    "summary": {
      "total": 91,
      "addressed": 91,
      "known": 34,
      "reviewed": 0,
      "record_mapped": 34,
      "not_assessed": 57,
      "complete": false,
      "by_state": {
        "value_present": 34,
        "not_reported": 0,
        "unresolved": 0,
        "not_assessed": 57,
        "not_applicable": 0,
        "withheld": 0,
        "source_unavailable": 0
      }
    }
  }
}