{
 "name": "AI Enforcement Tracker",
 "url": "https://juniper.xyz/enforcement-tracker/",
 "updated": "2026-11-02",
 "data_to": "2026-10-30",
 "streams": {
  "courts": {
   "label": "Courts acting on AI errors in filings",
   "data_to": "2026-11-02",
   "note": "database update of 2026-11-02",
   "per_year": {
    "2019": 0,
    "2020": 0,
    "2021": 0,
    "2022": 0,
    "2023": 16,
    "2024": 61,
    "2025": 865,
    "2026": 1320
   }
  },
  "lawsuits": {
   "label": "Private AI lawsuits filed",
   "data_to": "2026-11-02",
   "note": "DAIL read 2026-11-02, ailawsuittracker.com read 2026-11-02; curated lists to 2026-10-30",
   "per_year": {
    "2019": 14,
    "2020": 28,
    "2021": 14,
    "2022": 33,
    "2023": 71,
    "2024": 86,
    "2025": 169,
    "2026": 256
   }
  },
  "regulators": {
   "label": "Regulator and attorney-general actions",
   "data_to": "2026-10-30",
   "note": "curated by hand to 2026-10-30; no automatic update",
   "per_year": {
    "2019": 10,
    "2020": 9,
    "2021": 25,
    "2022": 21,
    "2023": 51,
    "2024": 92,
    "2025": 143,
    "2026": 150
   }
  }
 },
 "total_per_year": {
  "2019": 24,
  "2020": 37,
  "2021": 39,
  "2022": 54,
  "2023": 138,
  "2024": 239,
  "2025": 1177,
  "2026": 1726
 },
 "fit_years": [
  2019,
  2020,
  2021,
  2022,
  2023,
  2024,
  2025
 ],
 "doubling_months": {
  "total": {
   "months": 13.97,
   "ci95": [
    9.87,
    23.86
   ],
   "x_per_year": 1.814,
   "r2": 0.885
  },
  "without_courts": {
   "months": 19.45,
   "ci95": [
    15.67,
    25.62
   ],
   "x_per_year": 1.534,
   "r2": 0.958
  },
  "lawsuits": {
   "months": 20.54,
   "ci95": [
    13.98,
    38.69
   ],
   "x_per_year": 1.499,
   "r2": 0.857
  },
  "regulators": {
   "months": 17.45,
   "ci95": [
    13.49,
    24.71
   ],
   "x_per_year": 1.61,
   "r2": 0.939
  }
 },
 "estimate_current_year": {
  "year": 2026,
  "events": 2061
 },
 "money_usd": {
  "total": 6981503988,
  "per_year": {
   "2019": 20577,
   "2020": 193012700,
   "2021": 674767666,
   "2022": 531376269,
   "2023": 105226316,
   "2024": 1877725838,
   "2025": 643223924,
   "2026": 2956150698
  }
 },
 "events": 3434,
 "added_since_previous": null,
 "quarterly": {
  "2019Q1": {
   "courts": 0,
   "lawsuits": 2,
   "regulators": 0
  },
  "2019Q2": {
   "courts": 0,
   "lawsuits": 6,
   "regulators": 0
  },
  "2019Q3": {
   "courts": 0,
   "lawsuits": 4,
   "regulators": 6
  },
  "2019Q4": {
   "courts": 0,
   "lawsuits": 2,
   "regulators": 4
  },
  "2020Q1": {
   "courts": 0,
   "lawsuits": 10,
   "regulators": 2
  },
  "2020Q2": {
   "courts": 0,
   "lawsuits": 11,
   "regulators": 0
  },
  "2020Q3": {
   "courts": 0,
   "lawsuits": 5,
   "regulators": 3
  },
  "2020Q4": {
   "courts": 0,
   "lawsuits": 2,
   "regulators": 4
  },
  "2021Q1": {
   "courts": 0,
   "lawsuits": 7,
   "regulators": 5
  },
  "2021Q2": {
   "courts": 0,
   "lawsuits": 5,
   "regulators": 3
  },
  "2021Q3": {
   "courts": 0,
   "lawsuits": 1,
   "regulators": 8
  },
  "2021Q4": {
   "courts": 0,
   "lawsuits": 1,
   "regulators": 9
  },
  "2022Q1": {
   "courts": 0,
   "lawsuits": 6,
   "regulators": 5
  },
  "2022Q2": {
   "courts": 0,
   "lawsuits": 10,
   "regulators": 7
  },
  "2022Q3": {
   "courts": 0,
   "lawsuits": 5,
   "regulators": 3
  },
  "2022Q4": {
   "courts": 0,
   "lawsuits": 12,
   "regulators": 6
  },
  "2023Q1": {
   "courts": 0,
   "lawsuits": 13,
   "regulators": 8
  },
  "2023Q2": {
   "courts": 6,
   "lawsuits": 14,
   "regulators": 21
  },
  "2023Q3": {
   "courts": 3,
   "lawsuits": 25,
   "regulators": 10
  },
  "2023Q4": {
   "courts": 7,
   "lawsuits": 17,
   "regulators": 12
  },
  "2024Q1": {
   "courts": 10,
   "lawsuits": 22,
   "regulators": 16
  },
  "2024Q2": {
   "courts": 7,
   "lawsuits": 17,
   "regulators": 22
  },
  "2024Q3": {
   "courts": 19,
   "lawsuits": 23,
   "regulators": 29
  },
  "2024Q4": {
   "courts": 25,
   "lawsuits": 20,
   "regulators": 25
  },
  "2025Q1": {
   "courts": 57,
   "lawsuits": 26,
   "regulators": 29
  },
  "2025Q2": {
   "courts": 125,
   "lawsuits": 31,
   "regulators": 50
  },
  "2025Q3": {
   "courts": 272,
   "lawsuits": 47,
   "regulators": 35
  },
  "2025Q4": {
   "courts": 411,
   "lawsuits": 62,
   "regulators": 29
  },
  "2026Q1": {
   "courts": 459,
   "lawsuits": 60,
   "regulators": 47
  },
  "2026Q2": {
   "courts": 431,
   "lawsuits": 62,
   "regulators": 49
  },
  "2026Q3": {
   "courts": 369,
   "lawsuits": 104,
   "regulators": 39
  }
 }
}