{
 "last_complete": "2026-06",
 "first": "2018-02",
 "events": {
  "chatgpt": "2022-12-01",
  "gpt3": "2020-06-01",
  "dalle2": "2022-05-01",
  "gpt4": "2023-04-01",
  "o1": "2024-10-01"
 },
 "series": {
  "total": {
   "series": "total",
   "n_months": 101,
   "total": 5441951.0,
   "its_chatgpt": {
    "level_change": -0.009567891638768866,
    "level_se": 0.02360249593909602,
    "level_t": -0.40537626458904574,
    "level_p": 0.6852009551695704,
    "slope_change": 0.010817097861196077,
    "slope_se": 0.0008911019177568952,
    "slope_t": 12.139013109101096,
    "slope_p": 6.561261205304923e-34,
    "pre_slope": 0.0031020048446482955,
    "pre_slope_se": 0.0005439456183462825,
    "n": 101,
    "r2": 0.9655829399989264,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.40537626458904574,
    "level_t_placebo_p": 0.9692307692307692,
    "level_t_rank": 63,
    "slope_t_true": 12.139013109101096,
    "slope_t_placebo_p": 0.015384615384615385,
    "slope_t_rank": 1
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.04900585580682826,
    "level_se": 0.025723955861454078,
    "level_t": 1.9050668594973301,
    "level_p": 0.056771380644118144,
    "slope_change": 0.010987246818650598,
    "slope_se": 0.0010903144749618828,
    "slope_t": 10.0771356071694,
    "slope_p": 6.97292450712311e-24,
    "pre_slope": 0.003140581282607363,
    "pre_slope_se": 0.0006227839209818748,
    "n": 94,
    "r2": 0.9648138104446659,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.09096607063735968,
    "level_se": 0.059035117675252886,
    "level_t": -1.5408806523899252,
    "level_p": 0.12334583546084248,
    "slope_change": 0.005877491347312077,
    "slope_se": 0.0014957556426584587,
    "slope_t": 3.9294462141328155,
    "slope_p": 8.514171770622959e-05,
    "pre_slope": 0.003441284443438479,
    "pre_slope_se": 0.0012487862359801072,
    "n": 101,
    "r2": 0.9264671170457064,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.0754613844918598,
    "level_se": 0.02762563750698503,
    "level_t": -2.731570790819929,
    "level_p": 0.006303319784188,
    "slope_change": 0.009991380490466408,
    "slope_se": 0.0009008654671366131,
    "slope_t": 11.090868564674652,
    "slope_p": 1.3893218320142094e-28,
    "pre_slope": 0.003371197080964013,
    "pre_slope_se": 0.0006964862246394122,
    "n": 101,
    "r2": 0.965250438697767,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.024656801825112318,
    "level_se": 0.02415809754813656,
    "level_t": 1.0206433588564685,
    "level_p": 0.30742343897610747,
    "slope_change": 0.010907694608746549,
    "slope_se": 0.000959891116831786,
    "slope_t": 11.363470728584774,
    "slope_p": 6.356795029236252e-30,
    "pre_slope": 0.003204398214889525,
    "pre_slope_se": 0.0004710200520633822,
    "n": 101,
    "r2": 0.9656788510680757,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.1033746406461874,
    "level_se": 0.039049556362527736,
    "level_t": 2.647267991638095,
    "level_p": 0.008114501887331921,
    "slope_change": 0.01147916757000883,
    "slope_se": 0.001820660141302793,
    "slope_t": 6.304948029342142,
    "slope_p": 2.8829061575923584e-10,
    "pre_slope": 0.004865874587887141,
    "pre_slope_se": 0.0006259665004252024,
    "n": 101,
    "r2": 0.9512542376273068,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     50
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-04-01"
    ],
    "break_dates_lwz": [
     "2022-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -463.88,
     "1": -555.29,
     "2": -551.56,
     "3": -545.95
    }
   },
   "pelt": [
    "2023-05",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.03253050426629504
  },
  "cat_ai_accelerators": {
   "series": "cat_ai_accelerators",
   "n_months": 101,
   "total": 104043.0,
   "its_chatgpt": {
    "level_change": -0.1130158179621562,
    "level_se": 0.05124376712641009,
    "level_t": -2.205454912855342,
    "level_p": 0.02742218832825605,
    "slope_change": 0.01801537052441183,
    "slope_se": 0.0020779191781420993,
    "slope_t": 8.669909163897154,
    "slope_p": 4.324652522272369e-18,
    "pre_slope": 0.007147307558484112,
    "pre_slope_se": 0.00048314529248123106,
    "n": 101,
    "r2": 0.918938350368748,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.205454912855342,
    "level_t_placebo_p": 0.47692307692307695,
    "level_t_rank": 31,
    "slope_t_true": 8.669909163897154,
    "slope_t_placebo_p": 0.16923076923076924,
    "slope_t_rank": 11
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6176470588235294,
    "slope_t_placebo_p": 0.029411764705882353
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.017183271238210895,
    "level_se": 0.05372016738144686,
    "level_t": -0.31986630116393533,
    "level_p": 0.7490696846015487,
    "slope_change": 0.01831711429960907,
    "slope_se": 0.0026210830421893884,
    "slope_t": 6.988376180675603,
    "slope_p": 2.7808594001059203e-12,
    "pre_slope": 0.007458434235851797,
    "pre_slope_se": 0.0005857081123892985,
    "n": 94,
    "r2": 0.920811440836871,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.09876311265541235,
    "level_se": 0.0901561174737416,
    "level_t": -1.0954676778775172,
    "level_p": 0.2733117983981377,
    "slope_change": 0.010951744206870968,
    "slope_se": 0.0027489480748271625,
    "slope_t": 3.9839763825148093,
    "slope_p": 6.777161099740035e-05,
    "pre_slope": 0.004735966837210887,
    "pre_slope_se": 0.001964787783264749,
    "n": 101,
    "r2": 0.8721645065929771,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.13656064301684084,
    "level_se": 0.06189286028993919,
    "level_t": -2.206403814222156,
    "level_p": 0.02735573821607645,
    "slope_change": 0.015224588126914212,
    "slope_se": 0.002234816769945876,
    "slope_t": 6.8124547531844994,
    "slope_p": 9.594723894970809e-12,
    "pre_slope": 0.007034586862786454,
    "pre_slope_se": 0.0006915734427284486,
    "n": 101,
    "r2": 0.910194818521367,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.04332428700318136,
    "level_se": 0.05804268934374418,
    "level_t": -0.7464210823623878,
    "level_p": 0.45541308774093225,
    "slope_change": 0.018957047691172752,
    "slope_se": 0.002440699201883594,
    "slope_t": 7.76705612741741,
    "slope_p": 8.033125324674046e-15,
    "pre_slope": 0.006841091629081581,
    "pre_slope_se": 0.0004350079962164712,
    "n": 101,
    "r2": 0.9191910462290576,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.09298730858773246,
    "level_se": 0.03844711372927555,
    "level_t": 2.4185770937839552,
    "level_p": 0.015581343435176939,
    "slope_change": 0.028346452804450417,
    "slope_se": 0.002730311354219953,
    "slope_t": 10.382131972105785,
    "slope_p": 2.9902174105997046e-25,
    "pre_slope": 0.008464668506677916,
    "pre_slope_se": 0.0005553878756455843,
    "n": 101,
    "r2": 0.9243000480821618,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     81
    ],
    "h": 15,
    "break_dates_bic": [
     "2024-11-01"
    ],
    "break_dates_lwz": [
     "2024-11-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -333.1,
     "1": -391.99,
     "2": -387.26,
     "3": -377.31
    }
   },
   "pelt": [
    "2023-04",
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.02467331647215049
  },
  "cat_ai_agents": {
   "series": "cat_ai_agents",
   "n_months": 101,
   "total": 116719.0,
   "its_chatgpt": {
    "level_change": -0.21003096774698743,
    "level_se": 0.09528446938890801,
    "level_t": -2.2042518481132136,
    "level_p": 0.027506637277198688,
    "slope_change": 0.0400733208365316,
    "slope_se": 0.0046111191089496075,
    "slope_t": 8.69058462592178,
    "slope_p": 3.605791048742226e-18,
    "pre_slope": 0.003224914489408773,
    "pre_slope_se": 0.0009686901445164935,
    "n": 101,
    "r2": 0.9361636633567962,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.2042518481132136,
    "level_t_placebo_p": 0.6307692307692307,
    "level_t_rank": 41,
    "slope_t_true": 8.69058462592178,
    "slope_t_placebo_p": 0.4,
    "slope_t_rank": 26
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.8823529411764706,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.10510100558158272,
    "level_se": 0.09760755625021279,
    "level_t": -1.0767712011164463,
    "level_p": 0.2815824942155677,
    "slope_change": 0.04395668841044581,
    "slope_se": 0.004556392450520787,
    "slope_t": 9.647256878722475,
    "slope_p": 5.048818109919028e-22,
    "pre_slope": 0.0029297843716477854,
    "pre_slope_se": 0.0010000687915047422,
    "n": 94,
    "r2": 0.9426369858964023,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.3586357550494351,
    "level_se": 0.1639480518994249,
    "level_t": -2.187496288577084,
    "level_p": 0.028706313861845505,
    "slope_change": 0.020293302936273704,
    "slope_se": 0.004592215780062706,
    "slope_t": 4.419065633713886,
    "slope_p": 9.912854182555433e-06,
    "pre_slope": 0.0033988227438950256,
    "pre_slope_se": 0.0025351517896357503,
    "n": 101,
    "r2": 0.8199539040885331,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.32018631824881905,
    "level_se": 0.10911706756614217,
    "level_t": -2.9343376374620367,
    "level_p": 0.00334260381481446,
    "slope_change": 0.03472065473432504,
    "slope_se": 0.004335504497625285,
    "slope_t": 8.008446249644722,
    "slope_p": 1.161667129642699e-15,
    "pre_slope": 0.003404096560053849,
    "pre_slope_se": 0.0009995920667577166,
    "n": 101,
    "r2": 0.922496198626277,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.1507980169384307,
    "level_se": 0.08890198807627275,
    "level_t": -1.6962277245032444,
    "level_p": 0.08984276190872845,
    "slope_change": 0.04327264394606375,
    "slope_se": 0.004727235729118322,
    "slope_t": 9.15390017035062,
    "slope_p": 5.49143149915854e-20,
    "pre_slope": 0.0035528103170900573,
    "pre_slope_se": 0.0008622401314588018,
    "n": 101,
    "r2": 0.9427410000265511,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.2263356308398803,
    "level_se": 0.07737751831619127,
    "level_t": 2.9250825790896355,
    "level_p": 0.003443648271419694,
    "slope_change": 0.061180878704825845,
    "slope_se": 0.00478077179309575,
    "slope_t": 12.797280722159018,
    "slope_p": 1.6979333796384717e-37,
    "pre_slope": 0.006765160120181097,
    "pre_slope_se": 0.001244493797180319,
    "n": 101,
    "r2": 0.9466275182771005,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 2,
    "breaks_bic": [
     53,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01",
     "2024-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -221.05,
     "1": -369.21,
     "2": -389.67,
     "3": -378.49
    }
   },
   "pelt": [
    "2023-12",
    "2025-08"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.12334678627547359
  },
  "cat_ai_safety": {
   "series": "cat_ai_safety",
   "n_months": 101,
   "total": 139500.0,
   "its_chatgpt": {
    "level_change": -0.20643845587578608,
    "level_se": 0.06743758698717435,
    "level_t": -3.0611779735690674,
    "level_p": 0.0022046800482465848,
    "slope_change": 0.016392972040616384,
    "slope_se": 0.002247829858974514,
    "slope_t": 7.292799308260388,
    "slope_p": 3.0358014838706414e-13,
    "pre_slope": 0.026580448840425618,
    "pre_slope_se": 0.001917353198793547,
    "n": 101,
    "r2": 0.9825182658447394,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -3.0611779735690674,
    "level_t_placebo_p": 0.4461538461538462,
    "level_t_rank": 29,
    "slope_t_true": 7.292799308260388,
    "slope_t_placebo_p": 0.3076923076923077,
    "slope_t_rank": 20
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6764705882352942,
    "slope_t_placebo_p": 0.029411764705882353
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.022344463526391856,
    "level_se": 0.07068566124053755,
    "level_t": 0.31611027094102534,
    "level_p": 0.7519188110894246,
    "slope_change": 0.014971881793754551,
    "slope_se": 0.0023612340651985326,
    "slope_t": 6.340702099135485,
    "slope_p": 2.2872042141708524e-10,
    "pre_slope": 0.027519221836742547,
    "pre_slope_se": 0.002008345456225339,
    "n": 94,
    "r2": 0.9839378570842147,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.22622846563106444,
    "level_se": 0.10657618478317345,
    "level_t": -2.1226924766665323,
    "level_p": 0.03377962986111551,
    "slope_change": -0.003933290588758473,
    "slope_se": 0.0026934299889722515,
    "slope_t": -1.4603277623189022,
    "slope_p": 0.14420001555592915,
    "pre_slope": 0.03571595011038862,
    "pre_slope_se": 0.002064124962986766,
    "n": 101,
    "r2": 0.969807030103052,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.3105851083035094,
    "level_se": 0.08479688924168466,
    "level_t": -3.66269459977821,
    "level_p": 0.00024957602320094317,
    "slope_change": 0.011984513992038518,
    "slope_se": 0.0023878355750186113,
    "slope_t": 5.018986280889591,
    "slope_p": 5.194485893214963e-07,
    "pre_slope": 0.0286510789281328,
    "pre_slope_se": 0.0021457358845458976,
    "n": 101,
    "r2": 0.9829694846727639,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.08039318957594643,
    "level_se": 0.06907619596931988,
    "level_t": -1.163833480518426,
    "level_p": 0.24449150112616325,
    "slope_change": 0.017165169469940456,
    "slope_se": 0.002244306831277928,
    "slope_t": 7.6483167233272,
    "slope_p": 2.0362717406428337e-14,
    "pre_slope": 0.025402679792933702,
    "pre_slope_se": 0.0018330249441625127,
    "n": 101,
    "r2": 0.9809348732998567,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.14955619624065253,
    "level_se": 0.05834513480238686,
    "level_t": 2.5633019230685585,
    "level_p": 0.010368184263210728,
    "slope_change": 0.01907094725704886,
    "slope_se": 0.00311727384757946,
    "slope_t": 6.117828650780011,
    "slope_p": 9.485898366138793e-10,
    "pre_slope": 0.026357507561335827,
    "pre_slope_se": 0.0010729586586685964,
    "n": 101,
    "r2": 0.9802518335603059,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     40,
     55
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-06-01",
     "2022-09-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -327.29,
     "1": -372.96,
     "2": -374.67,
     "3": -367.33
    }
   },
   "pelt": [
    "2020-02",
    "2024-02"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.017240370701054573
  },
  "cat_algorithms": {
   "series": "cat_algorithms",
   "n_months": 101,
   "total": 500703.0,
   "its_chatgpt": {
    "level_change": -0.04510113100366148,
    "level_se": 0.021876788063312665,
    "level_t": -2.061597473684722,
    "level_p": 0.039246074762544124,
    "slope_change": 0.009767171090116312,
    "slope_se": 0.0010355103870192423,
    "slope_t": 9.432228988288086,
    "slope_p": 4.014652532022199e-21,
    "pre_slope": 0.00223719130251216,
    "pre_slope_se": 0.0005006393379179371,
    "n": 101,
    "r2": 0.938010879543434,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.061597473684722,
    "level_t_placebo_p": 0.5076923076923077,
    "level_t_rank": 33,
    "slope_t_true": 9.432228988288086,
    "slope_t_placebo_p": 0.06153846153846154,
    "slope_t_rank": 4
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6764705882352942,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.002942392644162961,
    "level_se": 0.025030738838926047,
    "level_t": -0.11755117030693311,
    "level_p": 0.906423297038543,
    "slope_change": 0.010346312076681321,
    "slope_se": 0.0011597837029518746,
    "slope_t": 8.920897966015515,
    "slope_p": 4.625225819544953e-19,
    "pre_slope": 0.002211648118892651,
    "pre_slope_se": 0.0005533785303480083,
    "n": 94,
    "r2": 0.937827340800785,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.06038281683607799,
    "level_se": 0.04809724656516349,
    "level_t": -1.2554318832839977,
    "level_p": 0.20932202120158794,
    "slope_change": 0.005859426364548667,
    "slope_se": 0.001472525421692874,
    "slope_t": 3.9791682223132265,
    "slope_p": 6.915679606066998e-05,
    "pre_slope": 0.0013092283525527825,
    "pre_slope_se": 0.0011502611329397025,
    "n": 101,
    "r2": 0.8873936422564103,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.07627591790665955,
    "level_se": 0.029600568985861338,
    "level_t": -2.5768395851813732,
    "level_p": 0.009970821162087919,
    "slope_change": 0.008541093265162367,
    "slope_se": 0.0010991930532230256,
    "slope_t": 7.77033046207706,
    "slope_p": 7.828162525908367e-15,
    "pre_slope": 0.0023049620926673085,
    "pre_slope_se": 0.0006399831364408388,
    "n": 101,
    "r2": 0.9333783583029334,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.019718115662205826,
    "level_se": 0.023922355283131573,
    "level_t": -0.8242547787972077,
    "level_p": 0.4097948074893367,
    "slope_change": 0.010314753767004768,
    "slope_se": 0.0011025491313441662,
    "slope_t": 9.355368821006278,
    "slope_p": 8.330854872531965e-21,
    "pre_slope": 0.0022407861825241024,
    "pre_slope_se": 0.0004376907668293533,
    "n": 101,
    "r2": 0.9393204845610185,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.09171978933106573,
    "level_se": 0.029047940709538027,
    "level_t": 3.1575315526910694,
    "level_p": 0.0015911101647999215,
    "slope_change": 0.011771018417821189,
    "slope_se": 0.0022459712065925007,
    "slope_t": 5.240948051012513,
    "slope_p": 1.597536891529468e-07,
    "pre_slope": 0.0031665115981652954,
    "pre_slope_se": 0.0004766658364141186,
    "n": 101,
    "r2": 0.9348687718986861,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     62
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-04-01"
    ],
    "break_dates_lwz": [
     "2023-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -473.9,
     "1": -542.08,
     "2": -538.5,
     "3": -529.0
    }
   },
   "pelt": [
    "2023-08",
    "2025-08"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.035545744492576366
  },
  "cat_applied_cryptography": {
   "series": "cat_applied_cryptography",
   "n_months": 101,
   "total": 252420.0,
   "its_chatgpt": {
    "level_change": 0.0020338655883724854,
    "level_se": 0.020810393759307513,
    "level_t": 0.09773316218309579,
    "level_p": 0.9221441819882973,
    "slope_change": 0.013293762064483246,
    "slope_se": 0.000936428114187495,
    "slope_t": 14.196244071567378,
    "slope_p": 9.665576573367408e-46,
    "pre_slope": 0.002600450186280923,
    "pre_slope_se": 0.00048135253970684475,
    "n": 101,
    "r2": 0.9596122229426709,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.09773316218309579,
    "level_t_placebo_p": 1.0,
    "level_t_rank": 65,
    "slope_t_true": 14.196244071567378,
    "slope_t_placebo_p": 0.046153846153846156,
    "slope_t_rank": 3
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.058823529411764705
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.0658070331891335,
    "level_se": 0.020658426058355887,
    "level_t": 3.185481459392981,
    "level_p": 0.0014451336354270202,
    "slope_change": 0.013778755782620698,
    "slope_se": 0.0010266821461419405,
    "slope_t": 13.42066367317131,
    "slope_p": 4.575967540346534e-41,
    "pre_slope": 0.002530286499914704,
    "pre_slope_se": 0.0005061959788504467,
    "n": 94,
    "r2": 0.9601769971152071,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.10058773227521867,
    "level_se": 0.06685613567953638,
    "level_t": -1.5045400284181696,
    "level_p": 0.13244237475004897,
    "slope_change": 0.009502906402913588,
    "slope_se": 0.0019060536257771248,
    "slope_t": 4.985644828874697,
    "slope_p": 6.175549882146083e-07,
    "pre_slope": 0.0012456967225404924,
    "pre_slope_se": 0.0017504835666490612,
    "n": 101,
    "r2": 0.9206573672708239,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.052435228726630145,
    "level_se": 0.02699048791068888,
    "level_t": -1.9427299313794375,
    "level_p": 0.05204879779615288,
    "slope_change": 0.012564058649609135,
    "slope_se": 0.0009409033727120437,
    "slope_t": 13.353186962647086,
    "slope_p": 1.1348772679030525e-40,
    "pre_slope": 0.0023938965254630016,
    "pre_slope_se": 0.0006032968908291991,
    "n": 101,
    "r2": 0.9578508524771335,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.03483209147187544,
    "level_se": 0.020046832018931683,
    "level_t": 1.7375359577503795,
    "level_p": 0.08229261281435717,
    "slope_change": 0.013413042973754435,
    "slope_se": 0.001039010963399351,
    "slope_t": 12.909433534628683,
    "slope_p": 3.982197274084754e-38,
    "pre_slope": 0.002860106941455045,
    "pre_slope_se": 0.0004741545081645927,
    "n": 101,
    "r2": 0.9593343055316773,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.14160291337715303,
    "level_se": 0.046103542163529555,
    "level_t": 3.0714107144931857,
    "level_p": 0.0021304987142291764,
    "slope_change": 0.013577229078024194,
    "slope_se": 0.002442848039971063,
    "slope_t": 5.5579507426851755,
    "slope_p": 2.7296038642485694e-08,
    "pre_slope": 0.004882934294176881,
    "pre_slope_se": 0.0007188993446078575,
    "n": 101,
    "r2": 0.9431266444866501,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -426.44,
     "1": -524.39,
     "2": -523.5,
     "3": -514.17
    }
   },
   "pelt": [
    "2022-11",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.11561349653968507
  },
  "cat_autonomous_scientific_discovery": {
   "series": "cat_autonomous_scientific_discovery",
   "n_months": 101,
   "total": 24409.0,
   "its_chatgpt": {
    "level_change": -0.15499896935819993,
    "level_se": 0.07483656407985256,
    "level_t": -2.0711662977045817,
    "level_p": 0.03834325794896977,
    "slope_change": 0.01120515157754558,
    "slope_se": 0.002123416678486308,
    "slope_t": 5.276944318593772,
    "slope_p": 1.313557772701867e-07,
    "pre_slope": 0.020675712377043156,
    "pre_slope_se": 0.0016839647778444193,
    "n": 101,
    "r2": 0.9755503087368086,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.0711662977045817,
    "level_t_placebo_p": 0.5384615384615384,
    "level_t_rank": 35,
    "slope_t_true": 5.276944318593772,
    "slope_t_placebo_p": 0.4307692307692308,
    "slope_t_rank": 28
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.8235294117647058,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.002888329188817873,
    "level_se": 0.08091323592960759,
    "level_t": 0.035696621889286996,
    "level_p": 0.9715242641788795,
    "slope_change": 0.010718569671948022,
    "slope_se": 0.0024191317705145312,
    "slope_t": 4.430750653019725,
    "slope_p": 9.390562355514464e-06,
    "pre_slope": 0.021389819476268425,
    "pre_slope_se": 0.0018087231399064102,
    "n": 94,
    "r2": 0.9768445888240229,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.10936395991840767,
    "level_se": 0.07972501911364242,
    "level_t": -1.3717646120914315,
    "level_p": 0.17013672699028115,
    "slope_change": -0.0034077401166780286,
    "slope_se": 0.0025178548058110983,
    "slope_t": -1.3534299550605993,
    "slope_p": 0.17591831312690764,
    "pre_slope": 0.02675854960720586,
    "pre_slope_se": 0.0014606977306083253,
    "n": 101,
    "r2": 0.9634095077432122,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.2936614802795873,
    "level_se": 0.0591476835141664,
    "level_t": -4.964885568329192,
    "level_p": 6.874158947876761e-07,
    "slope_change": 0.007835892244173743,
    "slope_se": 0.001838730668676991,
    "slope_t": 4.261576955047934,
    "slope_p": 2.0298942972582093e-05,
    "pre_slope": 0.023272014077682125,
    "pre_slope_se": 0.0015232543205955388,
    "n": 101,
    "r2": 0.9803711715335307,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.08675740313440977,
    "level_se": 0.07375042656666536,
    "level_t": -1.176364763883596,
    "level_p": 0.23944914594023292,
    "slope_change": 0.012193563361320863,
    "slope_se": 0.002171780312719358,
    "slope_t": 5.614547332392427,
    "slope_p": 1.9707747908689543e-08,
    "pre_slope": 0.019967752677697247,
    "pre_slope_se": 0.0014516053817375289,
    "n": 101,
    "r2": 0.9745974795763869,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.01061012795087135,
    "level_se": 0.04038060154232599,
    "level_t": 0.26275309296098687,
    "level_p": 0.7927408918153718,
    "slope_change": 0.021069330989674992,
    "slope_se": 0.0012929466084073398,
    "slope_t": 16.29559244958176,
    "slope_p": 1.0607082167693241e-59,
    "pre_slope": 0.020359468112048994,
    "pre_slope_se": 0.0007343784473672587,
    "n": 101,
    "r2": 0.9763105725813603,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 3,
    "m_lwz": 1,
    "breaks_bic": [
     24,
     52,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2020-02-01",
     "2022-06-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2022-05-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -377.97,
     "1": -422.03,
     "2": -429.59,
     "3": -435.46
    }
   },
   "pelt": [
    "2020-02",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.0191071956899489
  },
  "cat_blockchain": {
   "series": "cat_blockchain",
   "n_months": 101,
   "total": 138361.0,
   "its_chatgpt": {
    "level_change": -0.00788829369776689,
    "level_se": 0.044088876592947704,
    "level_t": -0.17891800171267402,
    "level_p": 0.8580020875407414,
    "slope_change": -0.0020641891720306754,
    "slope_se": 0.0016104643533517997,
    "slope_t": -1.2817353999388779,
    "slope_p": 0.19993548234152936,
    "pre_slope": 0.014802112170669169,
    "pre_slope_se": 0.0013816502058409531,
    "n": 101,
    "r2": 0.9560501301377563,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.17891800171267402,
    "level_t_placebo_p": 0.9384615384615385,
    "level_t_rank": 61,
    "slope_t_true": -1.2817353999388779,
    "slope_t_placebo_p": 0.5076923076923077,
    "slope_t_rank": 33
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.7352941176470589
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.0684913245715004,
    "level_se": 0.04915284653963176,
    "level_t": 1.3934355666721374,
    "level_p": 0.16348811675117447,
    "slope_change": -0.002124271844378408,
    "slope_se": 0.0019162238623087937,
    "slope_t": -1.1085718564317137,
    "slope_p": 0.26761492469621206,
    "pre_slope": 0.0151445249186454,
    "pre_slope_se": 0.0015532596764241005,
    "n": 94,
    "r2": 0.9574606728353546,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.06521314383668061,
    "level_se": 0.07146841424207014,
    "level_t": -0.9124750356961561,
    "level_p": 0.36151870530088104,
    "slope_change": -0.008764528481028093,
    "slope_se": 0.0031998849843212353,
    "slope_t": -2.7390135970425322,
    "slope_p": 0.006162382478314444,
    "pre_slope": 0.021744223467992416,
    "pre_slope_se": 0.0032138683726783933,
    "n": 101,
    "r2": 0.9616861422261621,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.022657504403905182,
    "level_se": 0.050520859362348756,
    "level_t": -0.44847820662351884,
    "level_p": 0.6538081110425955,
    "slope_change": -0.0021941348789367206,
    "slope_se": 0.0019675976765543843,
    "slope_t": -1.1151339041927735,
    "slope_p": 0.2647930445808264,
    "pre_slope": 0.015300254183917183,
    "pre_slope_se": 0.001810843036200153,
    "n": 101,
    "r2": 0.9563365609185489,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.023602934745996285,
    "level_se": 0.0416067487130349,
    "level_t": -0.5672862089943059,
    "level_p": 0.5705197451824691,
    "slope_change": -0.001792734294826178,
    "slope_se": 0.0015922594833217235,
    "slope_t": -1.125905867482246,
    "slope_p": 0.2602053655305825,
    "pre_slope": 0.014814150605159636,
    "pre_slope_se": 0.0011960792973408697,
    "n": 101,
    "r2": 0.9560792179816823,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.006760816373895806,
    "level_se": 0.03385026086603622,
    "level_t": 0.19972715721902443,
    "level_p": 0.8416939732935537,
    "slope_change": -0.002969440453130537,
    "slope_se": 0.0034630003627725324,
    "slope_t": -0.8574762177481138,
    "slope_p": 0.3911817527660312,
    "pre_slope": 0.014149147939214969,
    "pre_slope_se": 0.000827866932734295,
    "n": 101,
    "r2": 0.9554515274545977,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 0,
    "breaks_bic": [
     26
    ],
    "h": 15,
    "break_dates_bic": [
     "2020-04-01"
    ],
    "break_dates_lwz": [],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -427.83,
     "1": -428.82,
     "2": -419.6,
     "3": -413.24
    }
   },
   "pelt": [
    "2019-02",
    "2022-12"
   ],
   "bocpd_resets": [
    "2019-03"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.022981580293718953
  },
  "cat_cloud_computing": {
   "series": "cat_cloud_computing",
   "n_months": 101,
   "total": 202261.0,
   "its_chatgpt": {
    "level_change": 0.0030287404001823615,
    "level_se": 0.03744883204093098,
    "level_t": 0.08087676531198612,
    "level_p": 0.9355399580165372,
    "slope_change": 0.01868269476530869,
    "slope_se": 0.0017558646177526624,
    "slope_t": 10.64016814076517,
    "slope_p": 1.937793395429117e-26,
    "pre_slope": -0.0013241625766630878,
    "pre_slope_se": 0.0008001427148623251,
    "n": 101,
    "r2": 0.9197685272399487,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.08087676531198612,
    "level_t_placebo_p": 0.9846153846153847,
    "level_t_rank": 64,
    "slope_t_true": 10.64016814076517,
    "slope_t_placebo_p": 0.23076923076923078,
    "slope_t_rank": 15
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.2647058823529412
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.03919471823785306,
    "level_se": 0.034465593559936995,
    "level_t": 1.137212918433914,
    "level_p": 0.25544928780928944,
    "slope_change": 0.020562548680628154,
    "slope_se": 0.0016025834617984587,
    "slope_t": 12.830875377655747,
    "slope_p": 1.1011296600008694e-37,
    "pre_slope": -0.001600974665322906,
    "pre_slope_se": 0.0008064499844535475,
    "n": 94,
    "r2": 0.9216608652440044,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.11438800873680413,
    "level_se": 0.0804842870723597,
    "level_t": -1.4212464680710057,
    "level_p": 0.15524512002465138,
    "slope_change": 0.015143350918378711,
    "slope_se": 0.002489425554917503,
    "slope_t": 6.083070404923415,
    "slope_p": 1.1790254233127364e-09,
    "pre_slope": -0.004989315005321831,
    "pre_slope_se": 0.0020558670730718644,
    "n": 101,
    "r2": 0.8523120992684019,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.06258961667116081,
    "level_se": 0.04399058741594032,
    "level_t": -1.4227956557925159,
    "level_p": 0.15479540107955342,
    "slope_change": 0.017712738418055034,
    "slope_se": 0.0015746290992429061,
    "slope_t": 11.24883213867409,
    "slope_p": 2.3467872984042747e-29,
    "pre_slope": -0.001804010536505334,
    "pre_slope_se": 0.0009619102235592909,
    "n": 101,
    "r2": 0.9165386136158301,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.01045293009894599,
    "level_se": 0.03824282855055954,
    "level_t": 0.27333046469422434,
    "level_p": 0.7845991991694955,
    "slope_change": 0.019523467705136178,
    "slope_se": 0.001708345559777228,
    "slope_t": 11.428289547977682,
    "slope_p": 3.0199893350070716e-30,
    "pre_slope": -0.0006326750423335641,
    "pre_slope_se": 0.0008993924946373637,
    "n": 101,
    "r2": 0.920467062263127,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.19230328537585106,
    "level_se": 0.06251476543772162,
    "level_t": 3.0761258405012684,
    "level_p": 0.002097093176685363,
    "slope_change": 0.020909013391416917,
    "slope_se": 0.003638147399524349,
    "slope_t": 5.747159500505823,
    "slope_p": 9.075511214581102e-09,
    "pre_slope": 0.0017567541358829036,
    "pre_slope_se": 0.0009961647562377939,
    "n": 101,
    "r2": 0.9006735498776508,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     57,
     83
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-11-01",
     "2025-01-01"
    ],
    "break_dates_lwz": [
     "2023-05-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -355.83,
     "1": -449.51,
     "2": -455.75,
     "3": -446.25
    }
   },
   "pelt": [
    "2025-01"
   ],
   "bocpd_resets": [
    "2025-02"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.40459249204580294
  },
  "cat_compilers": {
   "series": "cat_compilers",
   "n_months": 101,
   "total": 48920.0,
   "its_chatgpt": {
    "level_change": -0.028397311023794447,
    "level_se": 0.039388294048994806,
    "level_t": -0.7209581351370853,
    "level_p": 0.4709352728650832,
    "slope_change": 0.01803254302090588,
    "slope_se": 0.0020871248422041923,
    "slope_t": 8.639896692457498,
    "slope_p": 5.6263873680540306e-18,
    "pre_slope": 0.0018071005231578324,
    "pre_slope_se": 0.000692899666098843,
    "n": 101,
    "r2": 0.8810116067036721,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.7209581351370853,
    "level_t_placebo_p": 0.8923076923076924,
    "level_t_rank": 58,
    "slope_t_true": 8.639896692457498,
    "slope_t_placebo_p": 0.2153846153846154,
    "slope_t_rank": 14
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9705882352941176,
    "slope_t_placebo_p": 0.17647058823529413
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.027321940739992695,
    "level_se": 0.04201842535852171,
    "level_t": 0.6502371401800178,
    "level_p": 0.5155390539711592,
    "slope_change": 0.01906859346965316,
    "slope_se": 0.0023224171442908243,
    "slope_t": 8.210666854802247,
    "slope_p": 2.199634042514009e-16,
    "pre_slope": 0.0018691168702669946,
    "pre_slope_se": 0.0007513294660545293,
    "n": 94,
    "r2": 0.8823932034909139,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.09779757563697111,
    "level_se": 0.0692105064957466,
    "level_t": -1.4130452237476596,
    "level_p": 0.15764242741859735,
    "slope_change": 0.014314615360084108,
    "slope_se": 0.002393222599322181,
    "slope_t": 5.981313800119703,
    "slope_p": 2.2134498420456435e-09,
    "pre_slope": -0.0020923251129462022,
    "pre_slope_se": 0.001408526002194653,
    "n": 101,
    "r2": 0.8252002949861525,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.09795391912059731,
    "level_se": 0.040221920899772785,
    "level_t": -2.4353366753588004,
    "level_p": 0.014877939421957084,
    "slope_change": 0.01654691120547674,
    "slope_se": 0.0019438450523857444,
    "slope_t": 8.512464090266956,
    "slope_p": 1.702755049689683e-17,
    "pre_slope": 0.0017140036803854218,
    "pre_slope_se": 0.0008493650747570266,
    "n": 101,
    "r2": 0.8767126510203067,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.003335337251900883,
    "level_se": 0.04204131503223064,
    "level_t": 0.07933475081223966,
    "level_p": 0.9367663662486615,
    "slope_change": 0.01873949180155393,
    "slope_se": 0.002314367186504723,
    "slope_t": 8.097026224198798,
    "slope_p": 5.6318935173964025e-16,
    "pre_slope": 0.0021489418279084164,
    "pre_slope_se": 0.000704671491189292,
    "n": 101,
    "r2": 0.8821673303988419,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.08958228323944972,
    "level_se": 0.05223600008706476,
    "level_t": 1.7149529651990534,
    "level_p": 0.08635385071539099,
    "slope_change": 0.02667510696980553,
    "slope_se": 0.002904850294891963,
    "slope_t": 9.182954115298955,
    "slope_p": 4.1942407856333777e-20,
    "pre_slope": 0.00457086796861924,
    "pre_slope_se": 0.0009106834399826832,
    "n": 101,
    "r2": 0.8705876136420054,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     62
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-04-01"
    ],
    "break_dates_lwz": [
     "2023-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -340.7,
     "1": -398.21,
     "2": -396.2,
     "3": -386.41
    }
   },
   "pelt": [
    "2023-10",
    "2025-10"
   ],
   "bocpd_resets": [
    "2021-04"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.07946509926285017
  },
  "cat_computational_biology": {
   "series": "cat_computational_biology",
   "n_months": 101,
   "total": 267762.0,
   "its_chatgpt": {
    "level_change": -0.11581322841577585,
    "level_se": 0.031893484331157275,
    "level_t": -3.631250421348162,
    "level_p": 0.0002820513364118311,
    "slope_change": 0.005485818449304167,
    "slope_se": 0.0008304248142636783,
    "slope_t": 6.606038686558683,
    "slope_p": 3.947397766892893e-11,
    "pre_slope": 0.010716039500276936,
    "pre_slope_se": 0.000671615744063068,
    "n": 101,
    "r2": 0.9681137230276621,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -3.631250421348162,
    "level_t_placebo_p": 0.2923076923076923,
    "level_t_rank": 19,
    "slope_t_true": 6.606038686558683,
    "slope_t_placebo_p": 0.3076923076923077,
    "slope_t_rank": 20
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.5,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.045337327704728925,
    "level_se": 0.03205702023144041,
    "level_t": -1.4142714256474673,
    "level_p": 0.1572822234087048,
    "slope_change": 0.005433721906127165,
    "slope_se": 0.0009558242679466426,
    "slope_t": 5.68485451598776,
    "slope_p": 1.3092406467766387e-08,
    "pre_slope": 0.011174592303390758,
    "pre_slope_se": 0.0006918997451815994,
    "n": 94,
    "r2": 0.969930638272776,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.012103252336621573,
    "level_se": 0.037927798617590706,
    "level_t": -0.31911296668317973,
    "level_p": 0.7496408513179683,
    "slope_change": -0.0004395682537958988,
    "slope_se": 0.0015628015022174533,
    "slope_t": -0.2812694082851834,
    "slope_p": 0.7785037721981838,
    "pre_slope": 0.011629251085164017,
    "pre_slope_se": 0.0011387672105454064,
    "n": 101,
    "r2": 0.9539760266856508,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.1408791382045143,
    "level_se": 0.03808483318266807,
    "level_t": -3.699087705827911,
    "level_p": 0.00021637582553521813,
    "slope_change": 0.003278882916192785,
    "slope_se": 0.001013323956530291,
    "slope_t": 3.235769661875916,
    "slope_p": 0.001213152357479676,
    "pre_slope": 0.011634778126978588,
    "pre_slope_se": 0.0007266013945789688,
    "n": 101,
    "r2": 0.9678767414146046,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.08378307002446317,
    "level_se": 0.033240905550490536,
    "level_t": -2.5204809747797854,
    "level_p": 0.01171945734934424,
    "slope_change": 0.006436881398440043,
    "slope_se": 0.0009378195061150296,
    "slope_t": 6.863667642300585,
    "slope_p": 6.71146784311347e-12,
    "pre_slope": 0.010220295760703647,
    "pre_slope_se": 0.0006615963742147681,
    "n": 101,
    "r2": 0.96687597000994,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.014124922348826785,
    "level_se": 0.020304010356255855,
    "level_t": 0.695671549658896,
    "level_p": 0.48663454657371463,
    "slope_change": 0.010133581569735706,
    "slope_se": 0.0010303772686692228,
    "slope_t": 9.83482640569475,
    "slope_p": 7.970494763199025e-23,
    "pre_slope": 0.00991369478801157,
    "pre_slope_se": 0.0003996238625527616,
    "n": 101,
    "r2": 0.9670878161134739,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     24,
     70
    ],
    "h": 15,
    "break_dates_bic": [
     "2020-02-01",
     "2023-12-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -487.78,
     "1": -509.74,
     "2": -511.27,
     "3": -504.82
    }
   },
   "pelt": [
    "2020-02",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.01809919271548833
  },
  "cat_computational_complexity": {
   "series": "cat_computational_complexity",
   "n_months": 101,
   "total": 150983.0,
   "its_chatgpt": {
    "level_change": -0.06831647237477717,
    "level_se": 0.0190798052810831,
    "level_t": -3.58056444331276,
    "level_p": 0.00034285276793160306,
    "slope_change": 0.014217974546092929,
    "slope_se": 0.0009110629987911642,
    "slope_t": 15.605918103312199,
    "slope_p": 6.63483584467318e-55,
    "pre_slope": 0.0024188309263939436,
    "pre_slope_se": 0.0005728580963632884,
    "n": 101,
    "r2": 0.9432878680810775,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -3.58056444331276,
    "level_t_placebo_p": 0.35384615384615387,
    "level_t_rank": 23,
    "slope_t_true": 15.605918103312199,
    "slope_t_placebo_p": 0.06153846153846154,
    "slope_t_rank": 4
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.35294117647058826,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.004817139288444461,
    "level_se": 0.02202053474818319,
    "level_t": -0.2187566897684853,
    "level_p": 0.8268395862498364,
    "slope_change": 0.01464341363626706,
    "slope_se": 0.0010219672156169834,
    "slope_t": 14.32865302574948,
    "slope_p": 1.4490384132453196e-46,
    "pre_slope": 0.0024165795648895963,
    "pre_slope_se": 0.0006017274304949166,
    "n": 94,
    "r2": 0.9444746191994294,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.13325854256337252,
    "level_se": 0.06585433243736949,
    "level_t": -2.023534938876004,
    "level_p": 0.04301802515208427,
    "slope_change": 0.006601305167275471,
    "slope_se": 0.0019564015552914634,
    "slope_t": 3.3742076872822837,
    "slope_p": 0.000740284923353226,
    "pre_slope": 0.0031251402420334256,
    "pre_slope_se": 0.0016334135156138975,
    "n": 101,
    "r2": 0.8692359689107991,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.11613322182953689,
    "level_se": 0.03301021157944488,
    "level_t": -3.5180998931207053,
    "level_p": 0.0004346487131234776,
    "slope_change": 0.012384097638175044,
    "slope_se": 0.0011533787845221485,
    "slope_t": 10.737233772949835,
    "slope_p": 6.805293115593346e-27,
    "pre_slope": 0.002578456440790018,
    "pre_slope_se": 0.0006679891928060701,
    "n": 101,
    "r2": 0.9364274470395716,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.01648942657746122,
    "level_se": 0.021241474578804584,
    "level_t": -0.7762844578556185,
    "level_p": 0.43758104778047424,
    "slope_change": 0.014759959512911393,
    "slope_se": 0.0009695579189462396,
    "slope_t": 15.223391222417325,
    "slope_p": 2.473689617338174e-52,
    "pre_slope": 0.002296078390567594,
    "pre_slope_se": 0.000509329333988785,
    "n": 101,
    "r2": 0.9432867040127605,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.17265218037693075,
    "level_se": 0.03611802207892209,
    "level_t": 4.780222460678096,
    "level_p": 1.7510133137172416e-06,
    "slope_change": 0.013454685629055732,
    "slope_se": 0.0022536627357419114,
    "slope_t": 5.970141590252818,
    "slope_p": 2.3704777710095173e-09,
    "pre_slope": 0.0037432509399802994,
    "pre_slope_se": 0.0006294382720271861,
    "n": 101,
    "r2": 0.9306240084069867,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     62
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-04-01"
    ],
    "break_dates_lwz": [
     "2023-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -419.86,
     "1": -517.32,
     "2": -510.58,
     "3": -503.05
    }
   },
   "pelt": [
    "2023-10",
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.06137722963279987
  },
  "cat_computer_architecture": {
   "series": "cat_computer_architecture",
   "n_months": 101,
   "total": 304720.0,
   "its_chatgpt": {
    "level_change": -0.009038822673074487,
    "level_se": 0.03102066828046011,
    "level_t": -0.2913806559985696,
    "level_p": 0.7707602072909522,
    "slope_change": 0.015779401503270812,
    "slope_se": 0.0012185057188570931,
    "slope_t": 12.949796836465588,
    "slope_p": 2.3557668221460417e-38,
    "pre_slope": -0.001136622561142275,
    "pre_slope_se": 0.0004536859249690612,
    "n": 101,
    "r2": 0.8800741800086793,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.2913806559985696,
    "level_t_placebo_p": 0.9538461538461539,
    "level_t_rank": 62,
    "slope_t_true": 12.949796836465588,
    "slope_t_placebo_p": 0.06153846153846154,
    "slope_t_rank": 4
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.08823529411764706
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.030221816009452424,
    "level_se": 0.031351364366570766,
    "level_t": 0.9639713173592294,
    "level_p": 0.33506030627779415,
    "slope_change": 0.01644069274464273,
    "slope_se": 0.001402131200378959,
    "slope_t": 11.72550239250025,
    "slope_p": 9.433966479546001e-32,
    "pre_slope": -0.0011386560294106476,
    "pre_slope_se": 0.0004948521308656544,
    "n": 94,
    "r2": 0.8761070688951498,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.08418490958581898,
    "level_se": 0.08015570178702938,
    "level_t": -1.0502672637000303,
    "level_p": 0.2935952516901391,
    "slope_change": 0.012477992923710522,
    "slope_se": 0.0021515243524998563,
    "slope_t": 5.799605711742161,
    "slope_p": 6.647102477401233e-09,
    "pre_slope": -0.004297131001546604,
    "pre_slope_se": 0.001771287142893212,
    "n": 101,
    "r2": 0.8115457293508497,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.05666352646331063,
    "level_se": 0.039477664688138896,
    "level_t": -1.435331266703201,
    "level_p": 0.15119272202699305,
    "slope_change": 0.014721138342729099,
    "slope_se": 0.0012513166508442198,
    "slope_t": 11.76451886322879,
    "slope_p": 5.946437552738207e-32,
    "pre_slope": -0.001537812338997599,
    "pre_slope_se": 0.0005966488437684124,
    "n": 101,
    "r2": 0.8744512934184143,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.026549602082963086,
    "level_se": 0.03054211220343539,
    "level_t": 0.8692785196426845,
    "level_p": 0.38469480892100727,
    "slope_change": 0.01611867797413764,
    "slope_se": 0.0013882602640702365,
    "slope_t": 11.610703260265717,
    "slope_p": 3.6361262952302365e-31,
    "pre_slope": -0.0008503446921667195,
    "pre_slope_se": 0.0004450113374625943,
    "n": 101,
    "r2": 0.8805966191791269,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.14100985866139182,
    "level_se": 0.04677062258219145,
    "level_t": 3.0149237037328476,
    "level_p": 0.002570439067966265,
    "slope_change": 0.0188646677426748,
    "slope_se": 0.002131437445250046,
    "slope_t": 8.85067858065228,
    "slope_p": 8.69887496621612e-19,
    "pre_slope": 0.001377576913301629,
    "pre_slope_se": 0.0007645593789688712,
    "n": 101,
    "r2": 0.8618327313952576,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     63
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-05-01"
    ],
    "break_dates_lwz": [
     "2023-05-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -371.42,
     "1": -434.6,
     "2": -430.11,
     "3": -424.39
    }
   },
   "pelt": [
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.06526437102118225
  },
  "cat_computer_graphics": {
   "series": "cat_computer_graphics",
   "n_months": 101,
   "total": 192097.0,
   "its_chatgpt": {
    "level_change": 0.04310657769447451,
    "level_se": 0.025447590038404105,
    "level_t": 1.6939355604762742,
    "level_p": 0.09027752871524307,
    "slope_change": 0.01405517703589965,
    "slope_se": 0.0010312672390968005,
    "slope_t": 13.629034747782143,
    "slope_p": 2.6911620524854252e-42,
    "pre_slope": 0.0030283536040265316,
    "pre_slope_se": 0.0003875652144313719,
    "n": 101,
    "r2": 0.9592284148308162,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 1.6939355604762742,
    "level_t_placebo_p": 0.8461538461538461,
    "level_t_rank": 55,
    "slope_t_true": 13.629034747782143,
    "slope_t_placebo_p": 0.18461538461538463,
    "slope_t_rank": 12
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7941176470588235,
    "slope_t_placebo_p": 0.3235294117647059
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.13616348367860676,
    "level_se": 0.025544146975907008,
    "level_t": 5.330515981098716,
    "level_p": 9.793411443144043e-08,
    "slope_change": 0.013810801089072056,
    "slope_se": 0.001209784376515752,
    "slope_t": 11.415919528443533,
    "slope_p": 3.48201777566361e-30,
    "pre_slope": 0.0028665132835576637,
    "pre_slope_se": 0.0004127128400453071,
    "n": 94,
    "r2": 0.9585957751804767,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.11870326028160888,
    "level_se": 0.06205608094658588,
    "level_t": -1.9128384917471901,
    "level_p": 0.05576873178642455,
    "slope_change": 0.010660430738357173,
    "slope_se": 0.001745364246186926,
    "slope_t": 6.1078544273190385,
    "slope_p": 1.009793894812196e-09,
    "pre_slope": 0.0018435088633569218,
    "pre_slope_se": 0.0014720825791851482,
    "n": 101,
    "r2": 0.9284431411436369,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.04616983502560318,
    "level_se": 0.02079188176518355,
    "level_t": -2.2205702950329176,
    "level_p": 0.02638007961503239,
    "slope_change": 0.013852170787251561,
    "slope_se": 0.0008682358919558456,
    "slope_t": 15.95438626252509,
    "slope_p": 2.6557149120026464e-57,
    "pre_slope": 0.0029910361768446343,
    "pre_slope_se": 0.00045546066978039025,
    "n": 101,
    "r2": 0.9591611118725732,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.09936959554525482,
    "level_se": 0.026552999363444428,
    "level_t": 3.7423115251551264,
    "level_p": 0.00018233527924076107,
    "slope_change": 0.013360290403855005,
    "slope_se": 0.0012032795174268629,
    "slope_t": 11.103230970327777,
    "slope_p": 1.2098941538360133e-28,
    "pre_slope": 0.0032825242719596824,
    "pre_slope_se": 0.0004240327014542395,
    "n": 101,
    "r2": 0.9586784795450295,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.12861920457662512,
    "level_se": 0.05680888714678139,
    "level_t": 2.2640683709276335,
    "level_p": 0.023569909960155504,
    "slope_change": 0.014449560849232879,
    "slope_se": 0.00247571073714975,
    "slope_t": 5.836530347591597,
    "slope_p": 5.329905817042159e-09,
    "pre_slope": 0.006231854452231645,
    "pre_slope_se": 0.0009919663579869144,
    "n": 101,
    "r2": 0.932451894261278,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     54,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-08-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2022-08-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -401.98,
     "1": -491.77,
     "2": -496.3,
     "3": -484.75
    }
   },
   "pelt": [
    "2023-02",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.08406016232873659
  },
  "cat_computer_networks": {
   "series": "cat_computer_networks",
   "n_months": 101,
   "total": 654017.0,
   "its_chatgpt": {
    "level_change": 0.0426777531389646,
    "level_se": 0.01850017500194076,
    "level_t": 2.306883752963823,
    "level_p": 0.021061301503000753,
    "slope_change": 0.00856289111727606,
    "slope_se": 0.00098902586135708,
    "slope_t": 8.657904157861546,
    "slope_p": 4.805172808827651e-18,
    "pre_slope": 0.00024627674351605084,
    "pre_slope_se": 0.0005309834657420948,
    "n": 101,
    "r2": 0.9026468999922638,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 2.306883752963823,
    "level_t_placebo_p": 0.5384615384615384,
    "level_t_rank": 35,
    "slope_t_true": 8.657904157861546,
    "slope_t_placebo_p": 0.2,
    "slope_t_rank": 13
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.3235294117647059,
    "slope_t_placebo_p": 0.35294117647058826
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.06667638402385839,
    "level_se": 0.02456523338075211,
    "level_t": 2.71425811391241,
    "level_p": 0.006642438918567158,
    "slope_change": 0.009431659955550772,
    "slope_se": 0.001187424698928617,
    "slope_t": 7.942954162955106,
    "slope_p": 1.9742191523212742e-15,
    "pre_slope": 9.001288624488731e-05,
    "pre_slope_se": 0.0005446461244739642,
    "n": 94,
    "r2": 0.9033347837076818,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.04460496603196723,
    "level_se": 0.05224297108201365,
    "level_t": -0.8537984174357944,
    "level_p": 0.3932166915136558,
    "slope_change": 0.008288149040553965,
    "slope_se": 0.0017265781024995124,
    "slope_t": 4.800332535525311,
    "slope_p": 1.5840238601249413e-06,
    "pre_slope": -0.002013919267231299,
    "pre_slope_se": 0.001729358742213438,
    "n": 101,
    "r2": 0.8833968612466376,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": 0.004411690815129488,
    "level_se": 0.021136755971867715,
    "level_t": 0.20872128253745723,
    "level_p": 0.8346658249812523,
    "slope_change": 0.008721108657125914,
    "slope_se": 0.0008855174067794471,
    "slope_t": 9.848602173551685,
    "slope_p": 6.950385872661673e-23,
    "pre_slope": -0.00015875293591188495,
    "pre_slope_se": 0.0006521073928673033,
    "n": 101,
    "r2": 0.9029758708560853,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.03715175955150812,
    "level_se": 0.031656539451674175,
    "level_t": 1.1735887811813028,
    "level_p": 0.2405597769965896,
    "slope_change": 0.008643260125189303,
    "slope_se": 0.0011266535937917955,
    "slope_t": 7.671621670419639,
    "slope_p": 1.6983526893513556e-14,
    "pre_slope": 0.0008055695497622417,
    "pre_slope_se": 0.0006350292808465682,
    "n": 101,
    "r2": 0.8995444687528956,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.12537006675951945,
    "level_se": 0.03929957453890314,
    "level_t": 3.190112570694984,
    "level_p": 0.0014221738535657277,
    "slope_change": 0.005979183119636411,
    "slope_se": 0.0027543246398707005,
    "slope_t": 2.1708345607063584,
    "slope_p": 0.029943680422840634,
    "pre_slope": 0.0022786507306361047,
    "pre_slope_se": 0.0006488963691773184,
    "n": 101,
    "r2": 0.8858978101695354,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     48
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-02-01"
    ],
    "break_dates_lwz": [
     "2022-02-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -442.36,
     "1": -473.57,
     "2": -463.52,
     "3": -451.34
    }
   },
   "pelt": [
    "2023-05",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.17892162735251255
  },
  "cat_computer_vision": {
   "series": "cat_computer_vision",
   "n_months": 101,
   "total": 1027433.0,
   "its_chatgpt": {
    "level_change": 0.023687137961292515,
    "level_se": 0.023107296147187765,
    "level_t": 1.0250934514540906,
    "level_p": 0.3053190951377227,
    "slope_change": 0.006509841504151518,
    "slope_se": 0.0008946581186834361,
    "slope_t": 7.276345419780342,
    "slope_p": 3.4298470933901553e-13,
    "pre_slope": 0.00763999060925609,
    "pre_slope_se": 0.0005433627545607527,
    "n": 101,
    "r2": 0.9663500260995489,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 1.0250934514540906,
    "level_t_placebo_p": 0.8307692307692308,
    "level_t_rank": 54,
    "slope_t_true": 7.276345419780342,
    "slope_t_placebo_p": 0.16923076923076924,
    "slope_t_rank": 11
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7058823529411765,
    "slope_t_placebo_p": 0.29411764705882354
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.10948718186913148,
    "level_se": 0.024161856274274654,
    "level_t": 4.531406056980128,
    "level_p": 5.859239204146861e-06,
    "slope_change": 0.006053801582753232,
    "slope_se": 0.0010608141856662237,
    "slope_t": 5.706750215591489,
    "slope_p": 1.1515357822666224e-08,
    "pre_slope": 0.007720941751170203,
    "pre_slope_se": 0.0006064340270791521,
    "n": 94,
    "r2": 0.966513374166354,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.04287521334619787,
    "level_se": 0.05572785985449275,
    "level_t": -0.7693676638246372,
    "level_p": 0.4416750791778349,
    "slope_change": 0.004745339353445519,
    "slope_se": 0.001831157586972219,
    "slope_t": 2.59144236804427,
    "slope_p": 0.009557454832351103,
    "pre_slope": 0.007155893337422242,
    "pre_slope_se": 0.001848361640914286,
    "n": 101,
    "r2": 0.9579339175535424,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.03761882272020073,
    "level_se": 0.02312293664203522,
    "level_t": -1.6269050641177392,
    "level_p": 0.1037572622800828,
    "slope_change": 0.006429104639653401,
    "slope_se": 0.000850668449093209,
    "slope_t": 7.5577090539876774,
    "slope_p": 4.102303709294493e-14,
    "pre_slope": 0.007911725104201215,
    "pre_slope_se": 0.000676048504836379,
    "n": 101,
    "r2": 0.966625215043309,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.05664726275909138,
    "level_se": 0.02418684171753298,
    "level_t": 2.3420694367891746,
    "level_p": 0.0191771467208433,
    "slope_change": 0.006047270752911671,
    "slope_se": 0.0009320965509775727,
    "slope_t": 6.487815823982354,
    "slope_p": 8.708964695871016e-11,
    "pre_slope": 0.00770770148811723,
    "pre_slope_se": 0.0005018283964310792,
    "n": 101,
    "r2": 0.9665324740461878,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.09238867281211693,
    "level_se": 0.03702328708495135,
    "level_t": 2.4954205875920086,
    "level_p": 0.012580791201906104,
    "slope_change": 0.0038119659729037303,
    "slope_se": 0.002168350106449818,
    "slope_t": 1.758002991105971,
    "slope_p": 0.07874700038388599,
    "pre_slope": 0.009164524445068684,
    "pre_slope_se": 0.0006042529274114168,
    "n": 101,
    "r2": 0.9601548534841958,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     50
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-04-01"
    ],
    "break_dates_lwz": [
     "2022-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -474.23,
     "1": -498.49,
     "2": -491.35,
     "3": -483.51
    }
   },
   "pelt": [
    "2020-12",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.01902873441242148
  },
  "cat_cybersecurity": {
   "series": "cat_cybersecurity",
   "n_months": 101,
   "total": 630599.0,
   "its_chatgpt": {
    "level_change": -0.020909907242351478,
    "level_se": 0.025272481528098217,
    "level_t": -0.8273784756397434,
    "level_p": 0.4080225765812645,
    "slope_change": 0.01455669221170382,
    "slope_se": 0.0011467899662561034,
    "slope_t": 12.693424811891832,
    "slope_p": 6.431085038423452e-37,
    "pre_slope": 0.004502026001946796,
    "pre_slope_se": 0.0005941606466072222,
    "n": 101,
    "r2": 0.9667034868618339,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.8273784756397434,
    "level_t_placebo_p": 0.9230769230769231,
    "level_t_rank": 60,
    "slope_t_true": 12.693424811891832,
    "slope_t_placebo_p": 0.06153846153846154,
    "slope_t_rank": 4
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9705882352941176,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.051391706947380655,
    "level_se": 0.026077386935265786,
    "level_t": 1.9707383671130414,
    "level_p": 0.04875380961712424,
    "slope_change": 0.015318571609889253,
    "slope_se": 0.001228036768387037,
    "slope_t": 12.474033354888395,
    "slope_p": 1.0345402566240547e-35,
    "pre_slope": 0.004483172630621772,
    "pre_slope_se": 0.0006340115667643911,
    "n": 94,
    "r2": 0.967245448211245,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.11268146226086473,
    "level_se": 0.07268977661968165,
    "level_t": -1.5501693291812213,
    "level_p": 0.12110087928565232,
    "slope_change": 0.009048864451540916,
    "slope_se": 0.002017539383487205,
    "slope_t": 4.485099287578939,
    "slope_p": 7.287998986784271e-06,
    "pre_slope": 0.003807024215148805,
    "pre_slope_se": 0.001747898607640054,
    "n": 101,
    "r2": 0.928631169615093,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.08250065145948471,
    "level_se": 0.034001148498874284,
    "level_t": -2.4264077862609894,
    "level_p": 0.015249125063331391,
    "slope_change": 0.01337364859669707,
    "slope_se": 0.001156493665280129,
    "slope_t": 11.563961825469809,
    "slope_p": 6.2745598441197e-31,
    "pre_slope": 0.004499215682967829,
    "pre_slope_se": 0.0007603152693614202,
    "n": 101,
    "r2": 0.9645157897659687,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.009554666669591372,
    "level_se": 0.026020135796193916,
    "level_t": 0.36720279803416617,
    "level_p": 0.7134677523629608,
    "slope_change": 0.015024536791198313,
    "slope_se": 0.0011938937473116255,
    "slope_t": 12.58448402550907,
    "slope_p": 2.5701663391072427e-36,
    "pre_slope": 0.0047438756975537585,
    "pre_slope_se": 0.0005684901621631886,
    "n": 101,
    "r2": 0.967177479039272,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.14911424621781844,
    "level_se": 0.04587215577296136,
    "level_t": 3.250648322608626,
    "level_p": 0.0011514218993360964,
    "slope_change": 0.015690223841563544,
    "slope_se": 0.0025855186901383165,
    "slope_t": 6.068501419621983,
    "slope_p": 1.291092752306441e-09,
    "pre_slope": 0.006635675809902066,
    "pre_slope_se": 0.0007278714848251038,
    "n": 101,
    "r2": 0.9566996242314457,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -408.31,
     "1": -504.09,
     "2": -502.36,
     "3": -494.37
    }
   },
   "pelt": [
    "2022-11",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.08682355551098908
  },
  "cat_database_systems": {
   "series": "cat_database_systems",
   "n_months": 101,
   "total": 261915.0,
   "its_chatgpt": {
    "level_change": -0.012549128799440035,
    "level_se": 0.024919688990211082,
    "level_t": -0.5035828819681324,
    "level_p": 0.6145545242106767,
    "slope_change": 0.013557395632059686,
    "slope_se": 0.0011717135668924512,
    "slope_t": 11.570571524588386,
    "slope_p": 5.809439010071084e-31,
    "pre_slope": 0.001284330819352329,
    "pre_slope_se": 0.0006224414748114278,
    "n": 101,
    "r2": 0.9374399580109634,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.5035828819681324,
    "level_t_placebo_p": 0.9538461538461539,
    "level_t_rank": 62,
    "slope_t_true": 11.570571524588386,
    "slope_t_placebo_p": 0.09230769230769231,
    "slope_t_rank": 6
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.04614766403855705,
    "level_se": 0.023257722980737465,
    "level_t": 1.9841866754014361,
    "level_p": 0.047235033404240824,
    "slope_change": 0.014367680514044454,
    "slope_se": 0.001159871518092974,
    "slope_t": 12.38730349863868,
    "slope_p": 3.061658660880589e-35,
    "pre_slope": 0.001034786246416751,
    "pre_slope_se": 0.0006118221334276072,
    "n": 94,
    "r2": 0.9365412373743983,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.10685940770932345,
    "level_se": 0.06311516434746423,
    "level_t": -1.6930861040151397,
    "level_p": 0.09043907891382622,
    "slope_change": 0.009549366251412391,
    "slope_se": 0.0018967957623800544,
    "slope_t": 5.034472577812,
    "slope_p": 4.791662605987465e-07,
    "pre_slope": -0.00014411690576795078,
    "pre_slope_se": 0.0016340380872321672,
    "n": 101,
    "r2": 0.8929406836528573,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.040975414409546884,
    "level_se": 0.03752371898841007,
    "level_t": -1.0919870288497509,
    "level_p": 0.27483880257763216,
    "slope_change": 0.012662706342010612,
    "slope_se": 0.0011389182876130944,
    "slope_t": 11.118186861806103,
    "slope_p": 1.0233046238260749e-28,
    "pre_slope": 0.0007484845188347539,
    "pre_slope_se": 0.000737157041489268,
    "n": 101,
    "r2": 0.9337593982044193,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.01883499186631138,
    "level_se": 0.024099090040597626,
    "level_t": 0.7815644422499654,
    "level_p": 0.4344705907106543,
    "slope_change": 0.013882467643659288,
    "slope_se": 0.001181644182313802,
    "slope_t": 11.748433116706707,
    "slope_p": 7.194041613069417e-32,
    "pre_slope": 0.001505994740213204,
    "pre_slope_se": 0.0005903358562562031,
    "n": 101,
    "r2": 0.9379421699177042,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.12922532153560684,
    "level_se": 0.04610732463785628,
    "level_t": 2.8027070004731263,
    "level_p": 0.005067568450093319,
    "slope_change": 0.015290193548750566,
    "slope_se": 0.0020443403903439767,
    "slope_t": 7.4792796840343545,
    "slope_p": 7.473107979430927e-14,
    "pre_slope": 0.003394083263648742,
    "pre_slope_se": 0.0007534694109931417,
    "n": 101,
    "r2": 0.9222459047932499,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     69
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-11-01"
    ],
    "break_dates_lwz": [
     "2023-11-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -410.36,
     "1": -489.14,
     "2": -487.38,
     "3": -476.95
    }
   },
   "pelt": [
    "2023-11",
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.14951194224188605
  },
  "cat_deep_learning_architectures": {
   "series": "cat_deep_learning_architectures",
   "n_months": 101,
   "total": 772532.0,
   "its_chatgpt": {
    "level_change": -0.0705458526094116,
    "level_se": 0.04615312469842428,
    "level_t": -1.5285173662753133,
    "level_p": 0.12638413512463606,
    "slope_change": -0.002493890270675106,
    "slope_se": 0.0016732833645301346,
    "slope_t": -1.490417178309426,
    "slope_p": 0.1361145784668328,
    "pre_slope": 0.01741372060088993,
    "pre_slope_se": 0.0013081529152327183,
    "n": 101,
    "r2": 0.9673918509810361,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -1.5285173662753133,
    "level_t_placebo_p": 0.4,
    "level_t_rank": 26,
    "slope_t_true": -1.490417178309426,
    "slope_t_placebo_p": 0.7076923076923077,
    "slope_t_rank": 46
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7352941176470589,
    "slope_t_placebo_p": 1.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.02705016876488686,
    "level_se": 0.04541729854899148,
    "level_t": 0.5955917597280239,
    "level_p": 0.5514479828707799,
    "slope_change": -0.0034030146607661113,
    "slope_se": 0.0018506345007212456,
    "slope_t": -1.838836712187014,
    "slope_p": 0.0659392066911065,
    "pre_slope": 0.01801388378617514,
    "pre_slope_se": 0.001349712474874717,
    "n": 94,
    "r2": 0.9688857781775138,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.004307204004392773,
    "level_se": 0.05442912647910274,
    "level_t": -0.07913417471519518,
    "level_p": 0.9369259012443346,
    "slope_change": -0.008949279081717356,
    "slope_se": 0.0020359419434709176,
    "slope_t": -4.395645519469201,
    "slope_p": 1.1044404449794788e-05,
    "pre_slope": 0.02270454027047789,
    "pre_slope_se": 0.0020571714438239173,
    "n": 101,
    "r2": 0.9732736063489628,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.11357564928225733,
    "level_se": 0.043112347077333,
    "level_t": -2.634411183379332,
    "level_p": 0.00842833510921745,
    "slope_change": -0.003660403045022534,
    "slope_se": 0.001603680112534415,
    "slope_t": -2.2825019880291,
    "slope_p": 0.02245972024518287,
    "pre_slope": 0.018901246787246348,
    "pre_slope_se": 0.001375927342234824,
    "n": 101,
    "r2": 0.9704840021995697,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.05099022143553339,
    "level_se": 0.045270033098014445,
    "level_t": -1.1263570610857325,
    "level_p": 0.2600144140942612,
    "slope_change": -0.002237622575757464,
    "slope_se": 0.0017210330321887094,
    "slope_t": -1.3001624802702283,
    "slope_p": 0.1935452870220966,
    "pre_slope": 0.016882469933447598,
    "pre_slope_se": 0.0011885225308079642,
    "n": 101,
    "r2": 0.966432523625904,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.007847569044354241,
    "level_se": 0.02969571891060754,
    "level_t": 0.2642660064225968,
    "level_p": 0.7915749523689569,
    "slope_change": -0.0045191159201704995,
    "slope_se": 0.003267886456944394,
    "slope_t": -1.3828864557295713,
    "slope_p": 0.1666996839265239,
    "pre_slope": 0.015841189321087277,
    "pre_slope_se": 0.0007735268507863811,
    "n": 101,
    "r2": 0.965197137009803,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 0,
    "breaks_bic": [
     41
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-07-01"
    ],
    "break_dates_lwz": [],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -436.56,
     "1": -446.82,
     "2": -438.45,
     "3": -428.31
    }
   },
   "pelt": [
    "2020-02",
    "2023-12"
   ],
   "bocpd_resets": [
    "2019-03"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.016859921309469665
  },
  "cat_distributed_computing": {
   "series": "cat_distributed_computing",
   "n_months": 101,
   "total": 359867.0,
   "its_chatgpt": {
    "level_change": -0.03409313171482664,
    "level_se": 0.031716441236119795,
    "level_t": -1.0749355976294146,
    "level_p": 0.2824035630787842,
    "slope_change": 0.02003903244311523,
    "slope_se": 0.0014561179831327003,
    "slope_t": 13.761956568933476,
    "slope_p": 4.316838073759754e-43,
    "pre_slope": 0.0012922299022809782,
    "pre_slope_se": 0.0005866311639798921,
    "n": 101,
    "r2": 0.9520795783459601,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -1.0749355976294146,
    "level_t_placebo_p": 0.8769230769230769,
    "level_t_rank": 57,
    "slope_t_true": 13.761956568933476,
    "slope_t_placebo_p": 0.07692307692307693,
    "slope_t_rank": 5
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9705882352941176,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.026890950700036886,
    "level_se": 0.03271868155482054,
    "level_t": 0.821883689138903,
    "level_p": 0.41114309693368045,
    "slope_change": 0.02133235981990572,
    "slope_se": 0.0014408814324806017,
    "slope_t": 14.805076489312672,
    "slope_p": 1.358324294617772e-49,
    "pre_slope": 0.0012354414577302772,
    "pre_slope_se": 0.0006114527341695256,
    "n": 94,
    "r2": 0.9540933956136464,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.15262261482824147,
    "level_se": 0.07868509418510072,
    "level_t": -1.9396636225561137,
    "level_p": 0.05242058328605415,
    "slope_change": 0.01372696296911601,
    "slope_se": 0.002182414759048878,
    "slope_t": 6.289804865092821,
    "slope_p": 3.178652776933569e-10,
    "pre_slope": -0.0007955920898265901,
    "pre_slope_se": 0.0014218305983444333,
    "n": 101,
    "r2": 0.8845364147063643,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.10755016125818401,
    "level_se": 0.04046643612070497,
    "level_t": -2.6577621250702412,
    "level_p": 0.00786613924761253,
    "slope_change": 0.018370230964765054,
    "slope_se": 0.001508905779355278,
    "slope_t": 12.174538142874797,
    "slope_p": 4.247918103597942e-34,
    "pre_slope": 0.0011412372175935873,
    "pre_slope_se": 0.0007012131041667887,
    "n": 101,
    "r2": 0.9468267903834453,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.0009757822230644364,
    "level_se": 0.032552480320869784,
    "level_t": 0.029975664325610565,
    "level_p": 0.9760864615020187,
    "slope_change": 0.02085214791187899,
    "slope_se": 0.0014834998748115388,
    "slope_t": 14.056049660622998,
    "slope_p": 7.07254216699404e-45,
    "pre_slope": 0.0016648484557340284,
    "pre_slope_se": 0.0006090917588950056,
    "n": 101,
    "r2": 0.9535397606299473,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.19132412834043822,
    "level_se": 0.05185313501779806,
    "level_t": 3.6897311662017764,
    "level_p": 0.00022449115701448405,
    "slope_change": 0.023270037875725597,
    "slope_se": 0.0023419445813793066,
    "slope_t": 9.93620346986201,
    "slope_p": 2.8965685524128864e-23,
    "pre_slope": 0.004110507127168927,
    "pre_slope_se": 0.0009422446399906852,
    "n": 101,
    "r2": 0.9374206705924596,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     53,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2023-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -356.92,
     "1": -480.68,
     "2": -484.66,
     "3": -475.2
    }
   },
   "pelt": [
    "2023-10",
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.1444967111484296
  },
  "cat_edge_computing": {
   "series": "cat_edge_computing",
   "n_months": 101,
   "total": 231512.0,
   "its_chatgpt": {
    "level_change": -0.04392414552136231,
    "level_se": 0.02966756332144532,
    "level_t": -1.4805444264312588,
    "level_p": 0.13872801377980945,
    "slope_change": 0.0038825675302166032,
    "slope_se": 0.0014016909041054157,
    "slope_t": 2.769917047221283,
    "slope_p": 0.005607057080171784,
    "pre_slope": 0.010290391551414702,
    "pre_slope_se": 0.0007448205226560436,
    "n": 101,
    "r2": 0.9481948689928847,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -1.4805444264312588,
    "level_t_placebo_p": 0.6,
    "level_t_rank": 39,
    "slope_t_true": 2.769917047221283,
    "slope_t_placebo_p": 0.07692307692307693,
    "slope_t_rank": 5
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7941176470588235,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.019234507788555483,
    "level_se": 0.029846113023899067,
    "level_t": 0.6444560393225605,
    "level_p": 0.5192797554650557,
    "slope_change": 0.00432148931404349,
    "slope_se": 0.0016880718099061044,
    "slope_t": 2.5600150945497187,
    "slope_p": 0.010466761699640727,
    "pre_slope": 0.010517507880587076,
    "pre_slope_se": 0.000796380686226696,
    "n": 94,
    "r2": 0.9495760543091506,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.011114642083404819,
    "level_se": 0.06325092862576849,
    "level_t": -0.17572298660096988,
    "level_p": 0.8605115756057633,
    "slope_change": 0.000291497267097901,
    "slope_se": 0.002372638012858843,
    "slope_t": 0.12285787613537795,
    "slope_p": 0.902219642821539,
    "pre_slope": 0.011033551188464587,
    "pre_slope_se": 0.0024185807531174677,
    "n": 101,
    "r2": 0.9437592934421912,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.06919078694151132,
    "level_se": 0.03316891488106835,
    "level_t": -2.086012979007733,
    "level_p": 0.0369774474011392,
    "slope_change": 0.002876384897717219,
    "slope_se": 0.0012679043191872212,
    "slope_t": 2.2686135335204947,
    "slope_p": 0.023291837888160506,
    "pre_slope": 0.010769587405311577,
    "pre_slope_se": 0.000909310487133631,
    "n": 101,
    "r2": 0.9482429685107813,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.04426551518805277,
    "level_se": 0.03103424626177265,
    "level_t": -1.4263441365604592,
    "level_p": 0.15376903031330208,
    "slope_change": 0.004551443766792413,
    "slope_se": 0.0015958698752733644,
    "slope_t": 2.8520143385830714,
    "slope_p": 0.004344314095353601,
    "pre_slope": 0.010281351725319757,
    "pre_slope_se": 0.0006861144594425574,
    "n": 101,
    "r2": 0.9487286959088796,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.08294890059436799,
    "level_se": 0.0376067108429523,
    "level_t": 2.205694109776502,
    "level_p": 0.02740542461970217,
    "slope_change": 0.0021078429266273013,
    "slope_se": 0.004380032506985802,
    "slope_t": 0.48123910570651246,
    "slope_p": 0.6303465704577464,
    "pre_slope": 0.010102852583185707,
    "pre_slope_se": 0.00047756701831238696,
    "n": 101,
    "r2": 0.9492648371626828,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 0,
    "breaks_bic": [
     83
    ],
    "h": 15,
    "break_dates_bic": [
     "2025-01-01"
    ],
    "break_dates_lwz": [],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -442.4,
     "1": -444.99,
     "2": -436.44,
     "3": -424.8
    }
   },
   "pelt": [
    "2020-06",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.032687225405159885
  },
  "cat_federated_learning": {
   "series": "cat_federated_learning",
   "n_months": 101,
   "total": 58126.0,
   "its_chatgpt": {
    "level_change": -0.12635006499048937,
    "level_se": 0.047244406072186336,
    "level_t": -2.6743920708291857,
    "level_p": 0.007486486963258478,
    "slope_change": -0.0063498877051129075,
    "slope_se": 0.0019298990277542955,
    "slope_t": -3.2902693943018773,
    "slope_p": 0.0010009150617008762,
    "pre_slope": 0.036896616100058205,
    "pre_slope_se": 0.001358890350293148,
    "n": 101,
    "r2": 0.9876320867206767,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.6743920708291857,
    "level_t_placebo_p": 0.24615384615384617,
    "level_t_rank": 16,
    "slope_t_true": -3.2902693943018773,
    "slope_t_placebo_p": 0.38461538461538464,
    "slope_t_rank": 25
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.29411764705882354,
    "slope_t_placebo_p": 0.6764705882352942
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.10295822692517359,
    "level_se": 0.04811019351973369,
    "level_t": 2.1400501513872006,
    "level_p": 0.032350713972052345,
    "slope_change": -0.007701563047127248,
    "slope_se": 0.002030447309036536,
    "slope_t": -3.7930376291230643,
    "slope_p": 0.00014881559496312096,
    "pre_slope": 0.037506731999883816,
    "pre_slope_se": 0.0014733278399245103,
    "n": 94,
    "r2": 0.9881565932903603,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": 0.16587878076890566,
    "level_se": 0.05377472419451163,
    "level_t": 3.0846979366904055,
    "level_p": 0.002037589773110314,
    "slope_change": -0.0062430356780701895,
    "slope_se": 0.003904861859581573,
    "slope_t": -1.5987852842351673,
    "slope_p": 0.10986831994355949,
    "pre_slope": 0.035692087735972544,
    "pre_slope_se": 0.0038688734449834525,
    "n": 101,
    "r2": 0.9892370624789106,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.10062944399644236,
    "level_se": 0.054913596361331626,
    "level_t": -1.8325050745957399,
    "level_p": 0.06687620640428593,
    "slope_change": -0.008083655749602766,
    "slope_se": 0.0019138849383363852,
    "slope_t": -4.223689516376757,
    "slope_p": 2.403350914858967e-05,
    "pre_slope": 0.038053862418009655,
    "pre_slope_se": 0.0017534184357710623,
    "n": 101,
    "r2": 0.9880896573812252,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.09213386831386705,
    "level_se": 0.051790245145090515,
    "level_t": -1.7789811200111867,
    "level_p": 0.07524285733180018,
    "slope_change": -0.005955956338792395,
    "slope_se": 0.002048514515366399,
    "slope_t": -2.9074513722579645,
    "slope_p": 0.003643869928214806,
    "pre_slope": 0.03587000242929468,
    "pre_slope_se": 0.0013877581683695158,
    "n": 101,
    "r2": 0.9867607883873009,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": -0.114820973298152,
    "level_se": 0.04468257421784326,
    "level_t": -2.5697036329724288,
    "level_p": 0.010178555110163318,
    "slope_change": -0.0015651793589649549,
    "slope_se": 0.004289237325450313,
    "slope_t": -0.3649085467194641,
    "slope_p": 0.7151796742424623,
    "pre_slope": 0.033921991785563876,
    "pre_slope_se": 0.0009804936255789231,
    "n": 101,
    "r2": 0.9852686871799814,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     24
    ],
    "h": 15,
    "break_dates_bic": [
     "2020-02-01"
    ],
    "break_dates_lwz": [
     "2020-02-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -371.69,
     "1": -389.26,
     "2": -379.31,
     "3": -371.34
    }
   },
   "pelt": [
    "2020-02",
    "2023-05"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.017127624913768482
  },
  "cat_formal_verification": {
   "series": "cat_formal_verification",
   "n_months": 101,
   "total": 77664.0,
   "its_chatgpt": {
    "level_change": -0.10949642876581145,
    "level_se": 0.050087947827886795,
    "level_t": -2.186083349672565,
    "level_p": 0.02880950791728536,
    "slope_change": 0.017655521552435383,
    "slope_se": 0.0022314357139558098,
    "slope_t": 7.912180235359012,
    "slope_p": 2.5291986401396615e-15,
    "pre_slope": -0.0009054654501526697,
    "pre_slope_se": 0.0006783370528192705,
    "n": 101,
    "r2": 0.8480952838950075,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.186083349672565,
    "level_t_placebo_p": 0.4153846153846154,
    "level_t_rank": 27,
    "slope_t_true": 7.912180235359012,
    "slope_t_placebo_p": 0.24615384615384617,
    "slope_t_rank": 16
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6176470588235294,
    "slope_t_placebo_p": 0.029411764705882353
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.08486951550768879,
    "level_se": 0.054961882825077274,
    "level_t": -1.5441522587171206,
    "level_p": 0.12255145133534498,
    "slope_change": 0.018188653382303865,
    "slope_se": 0.002650829190250345,
    "slope_t": 6.861495810141627,
    "slope_p": 6.814320348174407e-12,
    "pre_slope": -0.00046531919474415094,
    "pre_slope_se": 0.0007179516126589568,
    "n": 94,
    "r2": 0.844838276922792,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.12750560323769067,
    "level_se": 0.08596761061935153,
    "level_t": -1.4831818904710705,
    "level_p": 0.13802609133019253,
    "slope_change": 0.009210418212886765,
    "slope_se": 0.0025064246879692494,
    "slope_t": 3.674723703886436,
    "slope_p": 0.00023810694364872822,
    "pre_slope": -0.0016562475828232918,
    "pre_slope_se": 0.0017356694351849144,
    "n": 101,
    "r2": 0.7145177065770617,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.1738491814031202,
    "level_se": 0.058791709455568414,
    "level_t": -2.9570356605212504,
    "level_p": 0.003106121924486854,
    "slope_change": 0.014846168337287594,
    "slope_se": 0.002181955684113611,
    "slope_t": 6.804065016251071,
    "slope_p": 1.0170760152606911e-11,
    "pre_slope": -0.00036647896177083804,
    "pre_slope_se": 0.0008209431219542771,
    "n": 101,
    "r2": 0.8331705291425858,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.055640432150041386,
    "level_se": 0.05407284790937954,
    "level_t": -1.028990228946124,
    "level_p": 0.3034842664136752,
    "slope_change": 0.018794583367246136,
    "slope_se": 0.0025888219704379048,
    "slope_t": 7.259897969757647,
    "slope_p": 3.873824157760276e-13,
    "pre_slope": -0.0010716353542862271,
    "pre_slope_se": 0.0005554926960562669,
    "n": 101,
    "r2": 0.8508879303172244,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.06315228513075988,
    "level_se": 0.05443871149646592,
    "level_t": 1.160062084402193,
    "level_p": 0.24602352979699604,
    "slope_change": 0.02930409196958679,
    "slope_se": 0.003374895919132904,
    "slope_t": 8.682961688820244,
    "slope_p": 3.8559429644163845e-18,
    "pre_slope": 0.0005144339535075839,
    "pre_slope_se": 0.000668251224120513,
    "n": 101,
    "r2": 0.8609637524711568,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     48,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-02-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2024-09-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -361.73,
     "1": -444.11,
     "2": -448.39,
     "3": -439.5
    }
   },
   "pelt": [
    "2024-03",
    "2025-09"
   ],
   "bocpd_resets": [
    "2024-03"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.04815159081412276
  },
  "cat_foundation_models": {
   "series": "cat_foundation_models",
   "n_months": 101,
   "total": 193776.0,
   "its_chatgpt": {
    "level_change": -0.07489265600815098,
    "level_se": 0.07844427650900876,
    "level_t": -0.954724287622821,
    "level_p": 0.33971714415587906,
    "slope_change": 0.0064213882138077875,
    "slope_se": 0.0027780232099315657,
    "slope_t": 2.3114955234538783,
    "slope_p": 0.020805500141791347,
    "pre_slope": 0.025543731483755418,
    "pre_slope_se": 0.0021153716589877316,
    "n": 101,
    "r2": 0.9680942756991842,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.954724287622821,
    "level_t_placebo_p": 0.6923076923076923,
    "level_t_rank": 45,
    "slope_t_true": 2.3114955234538783,
    "slope_t_placebo_p": 0.24615384615384617,
    "slope_t_rank": 16
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.4117647058823529
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.14663934020576413,
    "level_se": 0.07456152599011719,
    "level_t": 1.966689096803096,
    "level_p": 0.049219064646903454,
    "slope_change": 0.004374675109012686,
    "slope_se": 0.0029189358956210215,
    "slope_t": 1.4987225706380054,
    "slope_p": 0.13394561883460093,
    "pre_slope": 0.02608172950958229,
    "pre_slope_se": 0.002238497813291568,
    "n": 94,
    "r2": 0.970137681598679,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.16395052351108494,
    "level_se": 0.08321901246207135,
    "level_t": -1.9701089770298406,
    "level_p": 0.04882588230760644,
    "slope_change": -0.009192367013401273,
    "slope_se": 0.0022321758349992454,
    "slope_t": -4.118119580577029,
    "slope_p": 3.819764854298386e-05,
    "pre_slope": 0.036277567201338394,
    "pre_slope_se": 0.001966612820270024,
    "n": 101,
    "r2": 0.9676328948218434,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.22073563572186505,
    "level_se": 0.07177951919783887,
    "level_t": -3.0751896667554015,
    "level_p": 0.0021036872728798814,
    "slope_change": 0.004574286648302329,
    "slope_se": 0.0025694711444347778,
    "slope_t": 1.7802444126332317,
    "slope_p": 0.07503596991274411,
    "pre_slope": 0.027973214516885232,
    "pre_slope_se": 0.002192943342028171,
    "n": 101,
    "r2": 0.9712225274082082,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.022940588501285275,
    "level_se": 0.07370203789234894,
    "level_t": 0.3112612508054781,
    "level_p": 0.7556020224957481,
    "slope_change": 0.0057890612490966616,
    "slope_se": 0.0025412179307539202,
    "slope_t": 2.2780656389352574,
    "slope_p": 0.02272266711537805,
    "pre_slope": 0.024705384949829684,
    "pre_slope_se": 0.0018741505469340566,
    "n": 101,
    "r2": 0.9676482590399447,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.08408590392838033,
    "level_se": 0.06169470585680671,
    "level_t": 1.3629354862886218,
    "level_p": 0.17290284362633845,
    "slope_change": 0.0036355851296845793,
    "slope_se": 0.0038284383803975208,
    "slope_t": 0.949626131714593,
    "slope_p": 0.34230225560035143,
    "pre_slope": 0.0257028057636386,
    "pre_slope_se": 0.0010955803764263576,
    "n": 101,
    "r2": 0.9669739102907118,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 0,
    "breaks_bic": [
     44
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-10-01"
    ],
    "break_dates_lwz": [],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -339.14,
     "1": -348.87,
     "2": -341.47,
     "3": -333.59
    }
   },
   "pelt": [
    "2020-02",
    "2023-10"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.017685141108927948
  },
  "cat_generative_ai": {
   "series": "cat_generative_ai",
   "n_months": 101,
   "total": 175254.0,
   "its_chatgpt": {
    "level_change": 0.036256890661016394,
    "level_se": 0.06160977360954856,
    "level_t": 0.5884925156647084,
    "level_p": 0.5562017559988459,
    "slope_change": 0.01938979938332156,
    "slope_se": 0.0024173794314064157,
    "slope_t": 8.020999571441171,
    "slope_p": 1.0488809438978931e-15,
    "pre_slope": 0.01903244161088029,
    "pre_slope_se": 0.001671229501946569,
    "n": 101,
    "r2": 0.9802709393093271,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.5884925156647084,
    "level_t_placebo_p": 0.9692307692307692,
    "level_t_rank": 63,
    "slope_t_true": 8.020999571441171,
    "slope_t_placebo_p": 0.3076923076923077,
    "slope_t_rank": 20
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.3235294117647059
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.2601161761207302,
    "level_se": 0.06082234761932742,
    "level_t": 4.27665465576461,
    "level_p": 1.8972276900139588e-05,
    "slope_change": 0.017511330642240426,
    "slope_se": 0.002621457157572941,
    "slope_t": 6.679998790616581,
    "slope_p": 2.3894422165593226e-11,
    "pre_slope": 0.019571219583160264,
    "pre_slope_se": 0.0017714712438816826,
    "n": 94,
    "r2": 0.9815172810344647,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.2738656551157196,
    "level_se": 0.12454183086847777,
    "level_t": -2.198985298400945,
    "level_p": 0.02787896768234219,
    "slope_change": 0.004390445161178976,
    "slope_se": 0.0026811196222585976,
    "slope_t": 1.6375416914372618,
    "slope_p": 0.10151733507599087,
    "pre_slope": 0.026692796367090724,
    "pre_slope_se": 0.002502092908454949,
    "n": 101,
    "r2": 0.9649948067852536,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.17250204166615732,
    "level_se": 0.0641433691463975,
    "level_t": -2.6893199400307086,
    "level_p": 0.0071597761271349255,
    "slope_change": 0.01843918705296665,
    "slope_se": 0.0022221828480623695,
    "slope_t": 8.297781197008467,
    "slope_p": 1.060738067216128e-16,
    "pre_slope": 0.020587325784750213,
    "pre_slope_se": 0.0018450095695914995,
    "n": 101,
    "r2": 0.981342638364871,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.14983389419766946,
    "level_se": 0.06286861159589405,
    "level_t": 2.383286196310006,
    "level_p": 0.017158848538720257,
    "slope_change": 0.01805048047275457,
    "slope_se": 0.0021665598826802676,
    "slope_t": 8.33140159985986,
    "slope_p": 7.989082374574809e-17,
    "pre_slope": 0.018990001608373074,
    "pre_slope_se": 0.0014253578525664278,
    "n": 101,
    "r2": 0.980610930512,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.32399134898258786,
    "level_se": 0.09079906926715628,
    "level_t": 3.5682232383827044,
    "level_p": 0.00035941022619795,
    "slope_change": 0.006696708480710856,
    "slope_se": 0.0033917880379492594,
    "slope_t": 1.9743888491215433,
    "slope_p": 0.04833754500139772,
    "pre_slope": 0.023095363371926962,
    "pre_slope_se": 0.0014899538066773183,
    "n": 101,
    "r2": 0.9707033461781528,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     45
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-11-01"
    ],
    "break_dates_lwz": [
     "2021-11-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -317.75,
     "1": -386.25,
     "2": -385.28,
     "3": -378.33
    }
   },
   "pelt": [
    "2020-12",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.02031711070936228
  },
  "cat_hci": {
   "series": "cat_hci",
   "n_months": 101,
   "total": 451350.0,
   "its_chatgpt": {
    "level_change": 0.04943411739432502,
    "level_se": 0.022287373946648953,
    "level_t": 2.2180323941555145,
    "level_p": 0.02655262375090105,
    "slope_change": 0.014918930430940752,
    "slope_se": 0.0008506202170923698,
    "slope_t": 17.5388853111643,
    "slope_p": 7.233230923831324e-69,
    "pre_slope": 0.0038334504334765216,
    "pre_slope_se": 0.0005195894190843611,
    "n": 101,
    "r2": 0.9530570274823756,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 2.2180323941555145,
    "level_t_placebo_p": 0.8769230769230769,
    "level_t_rank": 57,
    "slope_t_true": 17.5388853111643,
    "slope_t_placebo_p": 0.15384615384615385,
    "slope_t_rank": 10
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7647058823529411,
    "slope_t_placebo_p": 0.2647058823529412
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.151278336636457,
    "level_se": 0.022854594695491445,
    "level_t": 6.619165146092041,
    "level_p": 3.612331156367104e-11,
    "slope_change": 0.014979199881535728,
    "slope_se": 0.0010174562371107405,
    "slope_t": 14.722205570307379,
    "slope_p": 4.6426769637904285e-49,
    "pre_slope": 0.003559847756322677,
    "pre_slope_se": 0.0005284487181003814,
    "n": 94,
    "r2": 0.9528405724288059,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.15631184799377632,
    "level_se": 0.07608866198315047,
    "level_t": -2.0543382406749506,
    "level_p": 0.039942966001200494,
    "slope_change": 0.009933739703311765,
    "slope_se": 0.0020315865348437736,
    "slope_t": 4.889646359108034,
    "slope_p": 1.0101729176252261e-06,
    "pre_slope": 0.004104986550733872,
    "pre_slope_se": 0.0019500583383020604,
    "n": 101,
    "r2": 0.925657714945921,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.040932649268670795,
    "level_se": 0.020189002785253235,
    "level_t": -2.027472565339852,
    "level_p": 0.04261410737817833,
    "slope_change": 0.014834046065284353,
    "slope_se": 0.0007872971960328205,
    "slope_t": 18.841736183023265,
    "slope_p": 3.435107193651161e-79,
    "pre_slope": 0.003663819079338575,
    "pre_slope_se": 0.0005970667577820499,
    "n": 101,
    "r2": 0.9536244618122021,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.10064974141200755,
    "level_se": 0.027624442008580316,
    "level_t": 3.643503147710464,
    "level_p": 0.0002689523616164677,
    "slope_change": 0.01432293066573237,
    "slope_se": 0.0009708712406031416,
    "slope_t": 14.75265726980895,
    "slope_p": 2.9578528566127023e-49,
    "pre_slope": 0.004178698994817733,
    "pre_slope_se": 0.0005626568558285127,
    "n": 101,
    "r2": 0.952425291164489,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.19138665291133783,
    "level_se": 0.06577324205985663,
    "level_t": 2.9097950308906366,
    "level_p": 0.003616658571950198,
    "slope_change": 0.010703824984111598,
    "slope_se": 0.0028435114562646207,
    "slope_t": 3.764298174543907,
    "slope_p": 0.00016701749858515124,
    "pre_slope": 0.007245706695920293,
    "pre_slope_se": 0.0010248994498433938,
    "n": 101,
    "r2": 0.9266708580231338,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     57
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-11-01"
    ],
    "break_dates_lwz": [
     "2022-11-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -383.36,
     "1": -460.01,
     "2": -450.79,
     "3": -439.93
    }
   },
   "pelt": [
    "2023-12"
   ],
   "bocpd_resets": [
    "2021-05"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.04327869030370773
  },
  "cat_information_retrieval": {
   "series": "cat_information_retrieval",
   "n_months": 101,
   "total": 206216.0,
   "its_chatgpt": {
    "level_change": -0.09361802184419732,
    "level_se": 0.040004966238833525,
    "level_t": -2.340160001268059,
    "level_p": 0.019275480067474766,
    "slope_change": 0.02329883349283384,
    "slope_se": 0.00189122841916915,
    "slope_t": 12.319418033634156,
    "slope_p": 7.120628567652511e-35,
    "pre_slope": 0.0031090651101531868,
    "pre_slope_se": 0.0006283446130212541,
    "n": 101,
    "r2": 0.9506950944183646,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.340160001268059,
    "level_t_placebo_p": 0.5846153846153846,
    "level_t_rank": 38,
    "slope_t_true": 12.319418033634156,
    "slope_t_placebo_p": 0.09230769230769231,
    "slope_t_rank": 6
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7647058823529411,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.0026550425244790676,
    "level_se": 0.04183378273176683,
    "level_t": -0.06346647018518216,
    "level_p": 0.9493950583126588,
    "slope_change": 0.02473523646028759,
    "slope_se": 0.0019016664358481972,
    "slope_t": 13.007137315990422,
    "slope_p": 1.1143904782039766e-38,
    "pre_slope": 0.0029182556812101463,
    "pre_slope_se": 0.0006378999177185326,
    "n": 94,
    "r2": 0.9521961863937494,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.17674691977301965,
    "level_se": 0.10091842935413681,
    "level_t": -1.7513839732165284,
    "level_p": 0.07987979176802197,
    "slope_change": 0.0143246694953794,
    "slope_se": 0.0027490921903835595,
    "slope_t": 5.210690840229986,
    "slope_p": 1.8813874010710816e-07,
    "pre_slope": 0.0012081385779030218,
    "pre_slope_se": 0.0020457665151155605,
    "n": 101,
    "r2": 0.8715780765094182,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.16672241407656146,
    "level_se": 0.0506036684517203,
    "level_t": -3.2946705086337205,
    "level_p": 0.000985371438924467,
    "slope_change": 0.02061919679200616,
    "slope_se": 0.0020092526441649137,
    "slope_t": 10.262122512012878,
    "slope_p": 1.0438667139236338e-24,
    "pre_slope": 0.0031281870436850436,
    "pre_slope_se": 0.0006736669707386115,
    "n": 101,
    "r2": 0.9430799173098408,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.03398284662628337,
    "level_se": 0.03858360415957696,
    "level_t": -0.8807587410894681,
    "level_p": 0.3784484155333583,
    "slope_change": 0.024447550443419463,
    "slope_se": 0.001945247473711393,
    "slope_t": 12.567835596144118,
    "slope_p": 3.172917472760636e-36,
    "pre_slope": 0.0031875804041828736,
    "pre_slope_se": 0.0005492036687063135,
    "n": 101,
    "r2": 0.952422936909976,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.2294040691109901,
    "level_se": 0.05235832169948938,
    "level_t": 4.381425180655233,
    "level_p": 1.1790553245322382e-05,
    "slope_change": 0.027482379587663794,
    "slope_se": 0.0029980031739992646,
    "slope_t": 9.166894760489182,
    "slope_p": 4.8684068652976456e-20,
    "pre_slope": 0.005488722636332486,
    "pre_slope_se": 0.0009185591336539782,
    "n": 101,
    "r2": 0.9455209785553789,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     53,
     77
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01",
     "2024-07-01"
    ],
    "break_dates_lwz": [
     "2023-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -326.68,
     "1": -452.58,
     "2": -456.98,
     "3": -447.15
    }
   },
   "pelt": [
    "2023-02",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.10360115087165961
  },
  "cat_llm": {
   "series": "cat_llm",
   "n_months": 101,
   "total": 346928.0,
   "its_chatgpt": {
    "level_change": 0.10596199991506117,
    "level_se": 0.05951220532678534,
    "level_t": 1.7805087096540453,
    "level_p": 0.0749927452230153,
    "slope_change": 0.033649701010221085,
    "slope_se": 0.0020474236734412095,
    "slope_t": 16.43514307601236,
    "slope_p": 1.0717146721109339e-60,
    "pre_slope": 0.013204967271694477,
    "pre_slope_se": 0.001297100802549866,
    "n": 101,
    "r2": 0.9721255404604957,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 1.7805087096540453,
    "level_t_placebo_p": 0.9384615384615385,
    "level_t_rank": 61,
    "slope_t_true": 16.43514307601236,
    "slope_t_placebo_p": 0.2,
    "slope_t_rank": 13
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.8823529411764706,
    "slope_t_placebo_p": 0.35294117647058826
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.3473376432071851,
    "level_se": 0.06267185617848749,
    "level_t": 5.542163012022148,
    "level_p": 2.987579802071068e-08,
    "slope_change": 0.03271413204387666,
    "slope_se": 0.002680515009631927,
    "slope_t": 12.20442039172494,
    "slope_p": 2.943974125334513e-34,
    "pre_slope": 0.013343688056363118,
    "pre_slope_se": 0.0014234899216121497,
    "n": 94,
    "r2": 0.9730408028420847,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.3796248171186496,
    "level_se": 0.14084247172315034,
    "level_t": -2.69538593347656,
    "level_p": 0.007030714545490873,
    "slope_change": 0.01893213329197332,
    "slope_se": 0.00411316830358797,
    "slope_t": 4.602810265618982,
    "slope_p": 4.168279327394317e-06,
    "pre_slope": 0.016860724143939913,
    "pre_slope_se": 0.002888614247065002,
    "n": 101,
    "r2": 0.9406285788034066,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.18192420900622647,
    "level_se": 0.05996769217648452,
    "level_t": -3.0337036894937484,
    "level_p": 0.002415715717865398,
    "slope_change": 0.032951613531637336,
    "slope_se": 0.0018265162463726378,
    "slope_t": 18.040690082597106,
    "slope_p": 9.337066081369794e-73,
    "pre_slope": 0.014320190932581557,
    "pre_slope_se": 0.0015406925314080644,
    "n": 101,
    "r2": 0.9726013228119581,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.2356859995038103,
    "level_se": 0.07518983669121525,
    "level_t": 3.1345459689147925,
    "level_p": 0.0017212028382684213,
    "slope_change": 0.03209292275175145,
    "slope_se": 0.002144739811398714,
    "slope_t": 14.963550627999822,
    "slope_p": 1.270620025636583e-50,
    "pre_slope": 0.013850081700616895,
    "pre_slope_se": 0.0012856043212755791,
    "n": 101,
    "r2": 0.9717283126023297,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.4573090007885042,
    "level_se": 0.14024786965188787,
    "level_t": 3.260719766536207,
    "level_p": 0.001111298115017893,
    "slope_change": 0.02123996230040899,
    "slope_se": 0.004816433211839096,
    "slope_t": 4.409894493751066,
    "slope_p": 1.0342099448855879e-05,
    "pre_slope": 0.02088004032889607,
    "pre_slope_se": 0.0024438711702784327,
    "n": 101,
    "r2": 0.9451770503092375,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -232.55,
     "1": -336.67,
     "2": -332.23,
     "3": -325.02
    }
   },
   "pelt": [
    "2023-10"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.09268593608942274
  },
  "cat_ml_theory": {
   "series": "cat_ml_theory",
   "n_months": 101,
   "total": 424417.0,
   "its_chatgpt": {
    "level_change": -0.07966433844185938,
    "level_se": 0.04704573418390473,
    "level_t": -1.6933381915233054,
    "level_p": 0.09039111249081735,
    "slope_change": 0.009102222708189597,
    "slope_se": 0.0015915667475933971,
    "slope_t": 5.719032972982778,
    "slope_p": 1.0713200617226295e-08,
    "pre_slope": 0.010637008264805011,
    "pre_slope_se": 0.0013835840422428167,
    "n": 101,
    "r2": 0.9532907881005012,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -1.6933381915233054,
    "level_t_placebo_p": 0.6615384615384615,
    "level_t_rank": 43,
    "slope_t_true": 5.719032972982778,
    "slope_t_placebo_p": 0.2153846153846154,
    "slope_t_rank": 14
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 1.0,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.0046532958138665315,
    "level_se": 0.0497961327929912,
    "level_t": 0.09344693157621031,
    "level_p": 0.9255485075961544,
    "slope_change": 0.009221109587131699,
    "slope_se": 0.001876270111456383,
    "slope_t": 4.914596001305039,
    "slope_p": 8.896572326781137e-07,
    "pre_slope": 0.011023106352995398,
    "pre_slope_se": 0.0014981240883141635,
    "n": 94,
    "r2": 0.954159261566352,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.17861763030824876,
    "level_se": 0.07664660319908659,
    "level_t": -2.3304050388808015,
    "level_p": 0.019784753709085005,
    "slope_change": -0.004668036906674399,
    "slope_se": 0.0018469475359901043,
    "slope_t": -2.5274334087524455,
    "slope_p": 0.011489961120000154,
    "pre_slope": 0.018852358886688216,
    "pre_slope_se": 0.0017716229765283797,
    "n": 101,
    "r2": 0.9402746988028639,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.16239139168922045,
    "level_se": 0.04815859306579706,
    "level_t": -3.372012788400025,
    "level_p": 0.0007462098342557301,
    "slope_change": 0.007186292055269564,
    "slope_se": 0.0016793825115220763,
    "slope_t": 4.279127599558247,
    "slope_p": 1.8762728105160678e-05,
    "pre_slope": 0.011886718437217428,
    "pre_slope_se": 0.0015237412362714248,
    "n": 101,
    "r2": 0.9559548306447161,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.04670100055741194,
    "level_se": 0.04469123650266012,
    "level_t": -1.0449699809633193,
    "level_p": 0.2960368438971085,
    "slope_change": 0.009823125839146192,
    "slope_se": 0.0016000168596503805,
    "slope_t": 6.139388956996767,
    "slope_p": 8.283950685286995e-10,
    "pre_slope": 0.01042484996368023,
    "pre_slope_se": 0.0011999213236315157,
    "n": 101,
    "r2": 0.9533148238514627,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.08091650194653066,
    "level_se": 0.03622861403056101,
    "level_t": 2.233497032988144,
    "level_p": 0.02551618576634561,
    "slope_change": 0.011535803205864725,
    "slope_se": 0.0021671580342950856,
    "slope_t": 5.323009685178309,
    "slope_p": 1.0206430874446281e-07,
    "pre_slope": 0.010940778326320812,
    "pre_slope_se": 0.0007542296324763181,
    "n": 101,
    "r2": 0.953059750388104,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     27,
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2020-05-01",
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2021-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -416.32,
     "1": -445.13,
     "2": -450.85,
     "3": -446.4
    }
   },
   "pelt": [
    "2020-02",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.019511397831130962
  },
  "cat_multimodal_ai": {
   "series": "cat_multimodal_ai",
   "n_months": 101,
   "total": 133911.0,
   "its_chatgpt": {
    "level_change": 0.024996265139674623,
    "level_se": 0.04769874861428726,
    "level_t": 0.524044463761623,
    "level_p": 0.600247614288286,
    "slope_change": 0.023773072498992666,
    "slope_se": 0.0018216819985828615,
    "slope_t": 13.050067200250329,
    "slope_p": 6.349137522745445e-39,
    "pre_slope": 0.01919898351523846,
    "pre_slope_se": 0.0008555331339631047,
    "n": 101,
    "r2": 0.9777770394349716,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.524044463761623,
    "level_t_placebo_p": 0.9692307692307692,
    "level_t_rank": 63,
    "slope_t_true": 13.050067200250329,
    "slope_t_placebo_p": 0.2,
    "slope_t_rank": 13
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.35294117647058826
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.28362358728950443,
    "level_se": 0.04596049602009932,
    "level_t": 6.171029728779927,
    "level_p": 6.784666257111605e-10,
    "slope_change": 0.022630345817523156,
    "slope_se": 0.0020264323924000277,
    "slope_t": 11.167579980657857,
    "slope_p": 5.87600152847906e-29,
    "pre_slope": 0.01917185598781335,
    "pre_slope_se": 0.0009458893193548281,
    "n": 94,
    "r2": 0.9788681334232082,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.2581834583285117,
    "level_se": 0.10753464303120622,
    "level_t": -2.4009328626644315,
    "level_p": 0.01635333655024573,
    "slope_change": 0.013159597497353402,
    "slope_se": 0.00276742694914852,
    "slope_t": 4.755174296977319,
    "slope_p": 1.9827527958825828e-06,
    "pre_slope": 0.021112185526475247,
    "pre_slope_se": 0.002259702193161885,
    "n": 101,
    "r2": 0.9630384325829078,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.12892718783211982,
    "level_se": 0.04483236741646705,
    "level_t": -2.8757613140180616,
    "level_p": 0.004030543677183658,
    "slope_change": 0.022699817777891915,
    "slope_se": 0.001537357414746929,
    "slope_t": 14.765478450324208,
    "slope_p": 2.445804348697713e-49,
    "pre_slope": 0.019550188401211588,
    "pre_slope_se": 0.0010229723516000135,
    "n": 101,
    "r2": 0.9778545671089297,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.15012348564425682,
    "level_se": 0.048693482135691295,
    "level_t": 3.083030398728036,
    "level_p": 0.0020490422276178044,
    "slope_change": 0.022568965450111285,
    "slope_se": 0.0018701887042375592,
    "slope_t": 12.067747708545928,
    "slope_p": 1.563552225946156e-33,
    "pre_slope": 0.01919560838943309,
    "pre_slope_se": 0.000812895278057639,
    "n": 101,
    "r2": 0.9779003479705672,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.3295633073458495,
    "level_se": 0.10084704284525621,
    "level_t": 3.2679521188493825,
    "level_p": 0.001083286906475425,
    "slope_change": 0.015672294810660015,
    "slope_se": 0.00479413577147303,
    "slope_t": 3.2690552703818394,
    "slope_p": 0.0010790722110489476,
    "pre_slope": 0.02376311858414057,
    "pre_slope_se": 0.0015738252926064665,
    "n": 101,
    "r2": 0.9677931345052371,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     50
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-04-01"
    ],
    "break_dates_lwz": [
     "2022-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -278.39,
     "1": -341.63,
     "2": -334.93,
     "3": -322.56
    }
   },
   "pelt": [
    "2020-12",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.023370716010954515
  },
  "cat_nlp": {
   "series": "cat_nlp",
   "n_months": 101,
   "total": 434211.0,
   "its_chatgpt": {
    "level_change": 0.01616600416638464,
    "level_se": 0.04105852245928247,
    "level_t": 0.3937307822612561,
    "level_p": 0.6937798123723866,
    "slope_change": 0.018407897575338502,
    "slope_se": 0.0015226971994829655,
    "slope_t": 12.089007309916203,
    "slope_p": 1.2073670711002484e-33,
    "pre_slope": 0.009353469838642107,
    "pre_slope_se": 0.0009655789704515394,
    "n": 101,
    "r2": 0.9570032457786094,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.3937307822612561,
    "level_t_placebo_p": 0.9692307692307692,
    "level_t_rank": 63,
    "slope_t_true": 12.089007309916203,
    "slope_t_placebo_p": 0.15384615384615385,
    "slope_t_rank": 10
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.2647058823529412
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.15026060035342353,
    "level_se": 0.04546381818681322,
    "level_t": 3.305058975381144,
    "level_p": 0.0009495641683939555,
    "slope_change": 0.018291573916780896,
    "slope_se": 0.0020132594467171332,
    "slope_t": 9.085552260344564,
    "slope_p": 1.0317355570284757e-19,
    "pre_slope": 0.00948274909113513,
    "pre_slope_se": 0.0010581056728228922,
    "n": 94,
    "r2": 0.9572083140359198,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.203571897530391,
    "level_se": 0.08409929346673119,
    "level_t": -2.4206136477344122,
    "level_p": 0.01549433517787516,
    "slope_change": 0.009039132048755474,
    "slope_se": 0.0029212888215505144,
    "slope_t": 3.0942274458017573,
    "slope_p": 0.0019732614766348063,
    "pre_slope": 0.011760003333519765,
    "pre_slope_se": 0.0023103909302769677,
    "n": 101,
    "r2": 0.930954769648713,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.1270082690906325,
    "level_se": 0.04055883230194597,
    "level_t": -3.131457733918508,
    "level_p": 0.0017394082128679444,
    "slope_change": 0.017410858596120404,
    "slope_se": 0.0014123860282074816,
    "slope_t": 12.327266234867288,
    "slope_p": 6.460141371412959e-35,
    "pre_slope": 0.010063797837502397,
    "pre_slope_se": 0.0011457142267723788,
    "n": 101,
    "r2": 0.9575359424039025,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.08013439385707338,
    "level_se": 0.04948790278657658,
    "level_t": 1.6192723745571524,
    "level_p": 0.10538867183805031,
    "slope_change": 0.0181253509915073,
    "slope_se": 0.001728389465966329,
    "slope_t": 10.48684416817685,
    "slope_p": 9.928944254944784e-26,
    "pre_slope": 0.009602525814889509,
    "pre_slope_se": 0.0008876671620608833,
    "n": 101,
    "r2": 0.9568671067039032,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.22780346391547224,
    "level_se": 0.07798914647326681,
    "level_t": 2.9209636752924193,
    "level_p": 0.003489505104437388,
    "slope_change": 0.014364903220777075,
    "slope_se": 0.003603933799757023,
    "slope_t": 3.985895418430149,
    "slope_p": 6.722611942512399e-05,
    "pre_slope": 0.01287083630763173,
    "pre_slope_se": 0.0013177921583908078,
    "n": 101,
    "r2": 0.9414144699255065,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -327.18,
     "1": -387.53,
     "2": -379.96,
     "3": -370.84
    }
   },
   "pelt": [
    "2023-10"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.04457231239096311
  },
  "cat_operating_systems": {
   "series": "cat_operating_systems",
   "n_months": 101,
   "total": 101411.0,
   "its_chatgpt": {
    "level_change": -0.033377765673266224,
    "level_se": 0.04108667509180164,
    "level_t": -0.8123744644386268,
    "level_p": 0.4165767940988798,
    "slope_change": 0.015794105122398823,
    "slope_se": 0.0020341718848725493,
    "slope_t": 7.764390629845127,
    "slope_p": 8.203869015647256e-15,
    "pre_slope": -0.0011489417437799386,
    "pre_slope_se": 0.0006263291908536031,
    "n": 101,
    "r2": 0.8827387197330202,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.8123744644386268,
    "level_t_placebo_p": 0.8461538461538461,
    "level_t_rank": 55,
    "slope_t_true": 7.764390629845127,
    "slope_t_placebo_p": 0.47692307692307695,
    "slope_t_rank": 31
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9705882352941176,
    "slope_t_placebo_p": 0.29411764705882354
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.020379733330499444,
    "level_se": 0.03405070915135195,
    "level_t": -0.5985112744616741,
    "level_p": 0.5494988383341839,
    "slope_change": 0.017712802094362802,
    "slope_se": 0.0018840310615088269,
    "slope_t": 9.40154462218765,
    "slope_p": 5.376785946461886e-21,
    "pre_slope": -0.0012248200795473895,
    "pre_slope_se": 0.0005944518097105618,
    "n": 94,
    "r2": 0.889830878270415,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.138534770038549,
    "level_se": 0.06986726452938886,
    "level_t": -1.9828280235628222,
    "level_p": 0.047386642635301256,
    "slope_change": 0.01016799698538745,
    "slope_se": 0.002191580108595843,
    "slope_t": 4.6395734956282935,
    "slope_p": 3.4912895860345747e-06,
    "pre_slope": -0.0021463526114936914,
    "pre_slope_se": 0.0017075439000957605,
    "n": 101,
    "r2": 0.820633126301268,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.06170424827780158,
    "level_se": 0.04900524930260826,
    "level_t": -1.259135483563746,
    "level_p": 0.20798139979316288,
    "slope_change": 0.014446131283939111,
    "slope_se": 0.001778498368056709,
    "slope_t": 8.12265647436258,
    "slope_p": 4.560889077169102e-16,
    "pre_slope": -0.0016895457152650184,
    "pre_slope_se": 0.0007317734930114596,
    "n": 101,
    "r2": 0.8751255349134173,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.036224410075508084,
    "level_se": 0.038722950995644254,
    "level_t": -0.9354764847230466,
    "level_p": 0.34954279646182573,
    "slope_change": 0.017068339004610394,
    "slope_se": 0.0019341499662385642,
    "slope_t": 8.82472367838365,
    "slope_p": 1.097304067715127e-18,
    "pre_slope": -0.0006339408134230616,
    "pre_slope_se": 0.0006928997802583264,
    "n": 101,
    "r2": 0.8883081863270685,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.10063807022606364,
    "level_se": 0.04296171855762365,
    "level_t": 2.342505691225548,
    "level_p": 0.01915474184045783,
    "slope_change": 0.023116273342203314,
    "slope_se": 0.002287546605028987,
    "slope_t": 10.105268802560808,
    "slope_p": 5.2351804225940714e-24,
    "pre_slope": 0.000958388391773443,
    "pre_slope_se": 0.000698425515579709,
    "n": 101,
    "r2": 0.8835406834231682,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     67
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-09-01"
    ],
    "break_dates_lwz": [
     "2023-09-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -371.32,
     "1": -438.69,
     "2": -437.29,
     "3": -425.34
    }
   },
   "pelt": [
    "2024-11",
    "2026-01"
   ],
   "bocpd_resets": [
    "2024-01"
   ],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.2922265004567861
  },
  "cat_privacy_preserving_computation": {
   "series": "cat_privacy_preserving_computation",
   "n_months": 101,
   "total": 181159.0,
   "its_chatgpt": {
    "level_change": -0.0012305948583802295,
    "level_se": 0.028317739583099306,
    "level_t": -0.04345667685688718,
    "level_p": 0.9653374987380026,
    "slope_change": 0.012455283229616258,
    "slope_se": 0.001327815098480455,
    "slope_t": 9.38028438136456,
    "slope_p": 6.579502643738876e-21,
    "pre_slope": 0.014005309428045346,
    "pre_slope_se": 0.0006661756802267507,
    "n": 101,
    "r2": 0.9816621730944554,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.04345667685688718,
    "level_t_placebo_p": 0.9846153846153847,
    "level_t_rank": 64,
    "slope_t_true": 9.38028438136456,
    "slope_t_placebo_p": 0.13846153846153847,
    "slope_t_rank": 9
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9705882352941176,
    "slope_t_placebo_p": 0.23529411764705882
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.14214037686271175,
    "level_se": 0.031206578606285243,
    "level_t": 4.554820913116172,
    "level_p": 5.243022659688057e-06,
    "slope_change": 0.012481912197429602,
    "slope_se": 0.0016818470904113318,
    "slope_t": 7.4215499545662516,
    "slope_p": 1.1575757671065261e-13,
    "pre_slope": 0.014068562829381882,
    "pre_slope_se": 0.0007550619547279365,
    "n": 94,
    "r2": 0.982108536921427,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.04360899157933032,
    "level_se": 0.060202052503268697,
    "level_t": -0.7243771560274054,
    "level_p": 0.46883422044340006,
    "slope_change": 0.009861522285750693,
    "slope_se": 0.0018806813759466106,
    "slope_t": 5.243590122110427,
    "slope_p": 1.574818324318106e-07,
    "pre_slope": 0.011314138201019862,
    "pre_slope_se": 0.001401605603289935,
    "n": 101,
    "r2": 0.9704153171750983,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.0728557653044482,
    "level_se": 0.03489101820101965,
    "level_t": -2.0880951333864797,
    "level_p": 0.03678925396820133,
    "slope_change": 0.011652462217460153,
    "slope_se": 0.0012107243376957451,
    "slope_t": 9.624372662432112,
    "slope_p": 6.309071762221074e-22,
    "pre_slope": 0.014176899506932905,
    "pre_slope_se": 0.0008878609279993689,
    "n": 101,
    "r2": 0.9814282510195155,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.04181627217746864,
    "level_se": 0.032622417623195475,
    "level_t": 1.2818262784955603,
    "level_p": 0.19990359364325472,
    "slope_change": 0.012398608547615785,
    "slope_se": 0.0015397136058762047,
    "slope_t": 8.052542044375913,
    "slope_p": 8.109186748430347e-16,
    "pre_slope": 0.014128329147167995,
    "pre_slope_se": 0.0006263843127190912,
    "n": 101,
    "r2": 0.9816638355471168,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.197848404144923,
    "level_se": 0.05960294807928939,
    "level_t": 3.3194399022297794,
    "level_p": 0.0009019821713152897,
    "slope_change": 0.006772556867498156,
    "slope_se": 0.0040014916619665565,
    "slope_t": 1.6925080544013287,
    "slope_p": 0.09054914570782409,
    "pre_slope": 0.0160961852077188,
    "pre_slope_se": 0.0008272053026504657,
    "n": 101,
    "r2": 0.9768042190073525,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -398.78,
     "1": -449.85,
     "2": -446.79,
     "3": -440.54
    }
   },
   "pelt": [
    "2020-12",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.01979736971315932
  },
  "cat_programming_languages": {
   "series": "cat_programming_languages",
   "n_months": 101,
   "total": 116536.0,
   "its_chatgpt": {
    "level_change": -0.03962432347141387,
    "level_se": 0.045271856376566666,
    "level_t": -0.8752528975578736,
    "level_p": 0.38143631684085566,
    "slope_change": 0.012297654654780575,
    "slope_se": 0.002332165712441457,
    "slope_t": 5.273062110970931,
    "slope_p": 1.3416613156806676e-07,
    "pre_slope": 0.0013541353595122973,
    "pre_slope_se": 0.000653474359798705,
    "n": 101,
    "r2": 0.8731533988207177,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -0.8752528975578736,
    "level_t_placebo_p": 0.6615384615384615,
    "level_t_rank": 43,
    "slope_t_true": 5.273062110970931,
    "slope_t_placebo_p": 0.4307692307692308,
    "slope_t_rank": 28
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.3235294117647059
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.006874724659523379,
    "level_se": 0.05203187869570511,
    "level_t": -0.13212524382846938,
    "level_p": 0.8948852292607303,
    "slope_change": 0.013561328570135301,
    "slope_se": 0.002673672590704486,
    "slope_t": 5.0721724931032135,
    "slope_p": 3.932996346334441e-07,
    "pre_slope": 0.0012739708849499312,
    "pre_slope_se": 0.0006874012421675247,
    "n": 94,
    "r2": 0.8761407994589105,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.07265376172986099,
    "level_se": 0.06736137527444068,
    "level_t": -1.0785670784460428,
    "level_p": 0.28078076394833906,
    "slope_change": 0.008142356640196744,
    "slope_se": 0.0022574682671070313,
    "slope_t": 3.6068531987079746,
    "slope_p": 0.00030993288775786414,
    "pre_slope": -0.00022206431049503475,
    "pre_slope_se": 0.001682652994203946,
    "n": 101,
    "r2": 0.8184486285506002,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.08289918966795368,
    "level_se": 0.0443149800914398,
    "level_t": -1.87068096379371,
    "level_p": 0.06138931490666891,
    "slope_change": 0.011048800170729659,
    "slope_se": 0.001994659995232991,
    "slope_t": 5.539189735160392,
    "slope_p": 3.0387428554331207e-08,
    "pre_slope": 0.001350222352697321,
    "pre_slope_se": 0.0007911404839464275,
    "n": 101,
    "r2": 0.8696842706694926,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.02964186047545858,
    "level_se": 0.05186680309080816,
    "level_t": -0.5714996627719998,
    "level_p": 0.5676609888660269,
    "slope_change": 0.013182999724349553,
    "slope_se": 0.0026312354201270065,
    "slope_t": 5.0101939277304295,
    "slope_p": 5.437521387654227e-07,
    "pre_slope": 0.0016120933546297073,
    "pre_slope_se": 0.0006074164244454984,
    "n": 101,
    "r2": 0.8761057544878822,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.0002565012178212811,
    "level_se": 0.05179403758137616,
    "level_t": 0.004952330997912249,
    "level_p": 0.9960486277084047,
    "slope_change": 0.024121758069397495,
    "slope_se": 0.0029563530662551304,
    "slope_t": 8.159295432176846,
    "slope_p": 3.369844856458886e-16,
    "pre_slope": 0.0029065068190649267,
    "pre_slope_se": 0.0006258693187263199,
    "n": 101,
    "r2": 0.8899547825177447,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     50,
     76
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-04-01",
     "2024-06-01"
    ],
    "break_dates_lwz": [
     "2024-08-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -395.94,
     "1": -449.78,
     "2": -452.85,
     "3": -442.8
    }
   },
   "pelt": [
    "2023-10",
    "2025-10"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.24148731658282813
  },
  "cat_quantum_computing": {
   "series": "cat_quantum_computing",
   "n_months": 101,
   "total": 125359.0,
   "its_chatgpt": {
    "level_change": -0.08673677209836242,
    "level_se": 0.04195469598131082,
    "level_t": -2.0673912674042563,
    "level_p": 0.0386973004425772,
    "slope_change": 0.018059811801648624,
    "slope_se": 0.0015596006378032084,
    "slope_t": 11.579766873580507,
    "slope_p": 5.218778263010391e-31,
    "pre_slope": 0.0074421954077446145,
    "pre_slope_se": 0.0008198253709233518,
    "n": 101,
    "r2": 0.9630535160671148,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.0673912674042563,
    "level_t_placebo_p": 0.7384615384615385,
    "level_t_rank": 48,
    "slope_t_true": 11.579766873580507,
    "slope_t_placebo_p": 0.16923076923076924,
    "slope_t_rank": 11
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9411764705882353,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.02760766467881315,
    "level_se": 0.048693205902959225,
    "level_t": 0.5669715962804444,
    "level_p": 0.570733479438914,
    "slope_change": 0.018839390484639038,
    "slope_se": 0.0019191734812620351,
    "slope_t": 9.816408296893716,
    "slope_p": 9.569236253686149e-23,
    "pre_slope": 0.00729937949473514,
    "pre_slope_se": 0.0009212239004645876,
    "n": 94,
    "r2": 0.9639364586011556,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.16979023345924715,
    "level_se": 0.07525408059144097,
    "level_t": -2.256226268726194,
    "level_p": 0.024056464224733905,
    "slope_change": 0.00877148975749746,
    "slope_se": 0.0025963674979463934,
    "slope_t": 3.378369881935166,
    "slope_p": 0.0007291693075336207,
    "pre_slope": 0.008034547855492414,
    "pre_slope_se": 0.0018877065261970673,
    "n": 101,
    "r2": 0.9194343110734338,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.13397860923932514,
    "level_se": 0.05811512408474883,
    "level_t": -2.3054000374144463,
    "level_p": 0.02114417941209775,
    "slope_change": 0.015756571793593785,
    "slope_se": 0.0017402189150011664,
    "slope_t": 9.054361872387316,
    "slope_p": 1.3736862329736487e-19,
    "pre_slope": 0.007431554112392354,
    "pre_slope_se": 0.0011026669824778738,
    "n": 101,
    "r2": 0.957808436282127,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.024734033398266464,
    "level_se": 0.04496666926581128,
    "level_t": -0.5500526012290632,
    "level_p": 0.5822832955620452,
    "slope_change": 0.018868634587201012,
    "slope_se": 0.0017419877125233552,
    "slope_t": 10.831669162504518,
    "slope_p": 2.4367243233169816e-27,
    "pre_slope": 0.007301153626344525,
    "pre_slope_se": 0.0006468133745259142,
    "n": 101,
    "r2": 0.9637244295827538,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.14988271772986128,
    "level_se": 0.03730037686960979,
    "level_t": 4.018262824898617,
    "level_p": 5.862878154020404e-05,
    "slope_change": 0.022513876996620955,
    "slope_se": 0.0023893991962166254,
    "slope_t": 9.422400841294927,
    "slope_p": 4.408895109867459e-21,
    "pre_slope": 0.009224428854285996,
    "pre_slope_se": 0.0006769272560225161,
    "n": 101,
    "r2": 0.9573018219855762,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     47,
     86
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-01-01",
     "2025-04-01"
    ],
    "break_dates_lwz": [
     "2024-04-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -370.75,
     "1": -468.96,
     "2": -469.99,
     "3": -460.29
    }
   },
   "pelt": [
    "2023-05",
    "2025-04"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.017755502535341274
  },
  "cat_reinforcement_learning": {
   "series": "cat_reinforcement_learning",
   "n_months": 101,
   "total": 171820.0,
   "its_chatgpt": {
    "level_change": -0.16384937073891132,
    "level_se": 0.06585760339071513,
    "level_t": -2.48793400158882,
    "level_p": 0.012848757469679555,
    "slope_change": 0.011575956010934793,
    "slope_se": 0.002206232644775959,
    "slope_t": 5.246933517344596,
    "slope_p": 1.546516742548193e-07,
    "pre_slope": 0.017277906126429064,
    "pre_slope_se": 0.0013254618129363144,
    "n": 101,
    "r2": 0.9697906878219261,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -2.48793400158882,
    "level_t_placebo_p": 0.6153846153846154,
    "level_t_rank": 40,
    "slope_t_true": 5.246933517344596,
    "slope_t_placebo_p": 0.38461538461538464,
    "slope_t_rank": 25
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.8235294117647058,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.06209656376374753,
    "level_se": 0.06511396916085789,
    "level_t": -0.9536596303988758,
    "level_p": 0.34025596097863986,
    "slope_change": 0.013115693661567045,
    "slope_se": 0.0022527965810634574,
    "slope_t": 5.821960922621623,
    "slope_p": 5.8161150114167824e-09,
    "pre_slope": 0.017732193677733658,
    "pre_slope_se": 0.0014543108285149397,
    "n": 94,
    "r2": 0.9728278000927183,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.14806258073795364,
    "level_se": 0.0813949325322055,
    "level_t": -1.8190638671439376,
    "level_p": 0.06890168682499818,
    "slope_change": -0.002912676763095268,
    "slope_se": 0.002302894263596786,
    "slope_t": -1.2647896211031808,
    "slope_p": 0.20594675291431386,
    "pre_slope": 0.023436168152424747,
    "pre_slope_se": 0.001644556273158681,
    "n": 101,
    "r2": 0.9547181764528562,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.21571650982777668,
    "level_se": 0.069760363025451,
    "level_t": -3.0922503907996557,
    "level_p": 0.001986452152204324,
    "slope_change": 0.008321284510816006,
    "slope_se": 0.0022303527783585552,
    "slope_t": 3.7309274979091502,
    "slope_p": 0.000190776124784394,
    "pre_slope": 0.01849278470774855,
    "pre_slope_se": 0.0015259724574715017,
    "n": 101,
    "r2": 0.9691745282696794,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.15788522132796723,
    "level_se": 0.057366461916723725,
    "level_t": -2.7522216998001725,
    "level_p": 0.005919243354980966,
    "slope_change": 0.0137717116751956,
    "slope_se": 0.0020729415938204924,
    "slope_t": 6.643559913240937,
    "slope_p": 3.0619592913369915e-11,
    "pre_slope": 0.017073204502974178,
    "pre_slope_se": 0.0011105731800033496,
    "n": 101,
    "r2": 0.9717518825922,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.05372538832953633,
    "level_se": 0.02976470423245744,
    "level_t": 1.8050032652752026,
    "level_p": 0.07107417107246318,
    "slope_change": 0.021168352289416978,
    "slope_se": 0.003277508024350958,
    "slope_t": 6.458672910071343,
    "slope_p": 1.0562513089553337e-10,
    "pre_slope": 0.016543901138737112,
    "pre_slope_se": 0.0006497303780453985,
    "n": 101,
    "r2": 0.9739971969595632,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 2,
    "m_lwz": 1,
    "breaks_bic": [
     41,
     82
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-07-01",
     "2024-12-01"
    ],
    "break_dates_lwz": [
     "2024-12-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -371.91,
     "1": -413.73,
     "2": -418.71,
     "3": -408.25
    }
   },
   "pelt": [
    "2021-01",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.018680593197243186
  },
  "cat_robotics": {
   "series": "cat_robotics",
   "n_months": 101,
   "total": 318268.0,
   "its_chatgpt": {
    "level_change": 0.012023779245309896,
    "level_se": 0.027330002356023016,
    "level_t": 0.43994797690385423,
    "level_p": 0.6599747865080211,
    "slope_change": 0.005130705048413283,
    "slope_se": 0.0011549067984973484,
    "slope_t": 4.442527358128686,
    "slope_p": 8.890832443890166e-06,
    "pre_slope": 0.008250425935750018,
    "pre_slope_se": 0.000707101093072014,
    "n": 101,
    "r2": 0.9475877120293152,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.43994797690385423,
    "level_t_placebo_p": 0.9076923076923077,
    "level_t_rank": 59,
    "slope_t_true": 4.442527358128686,
    "slope_t_placebo_p": 0.1076923076923077,
    "slope_t_rank": 7
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.9117647058823529,
    "slope_t_placebo_p": 0.17647058823529413
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.08462517781812257,
    "level_se": 0.03053581172203051,
    "level_t": 2.77134200945667,
    "level_p": 0.005582575627148055,
    "slope_change": 0.004769061268490974,
    "slope_se": 0.0013738132173218636,
    "slope_t": 3.471404415359949,
    "slope_p": 0.0005177436171324273,
    "pre_slope": 0.008494384352249843,
    "pre_slope_se": 0.0007842850435927345,
    "n": 94,
    "r2": 0.9481385427223734,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.061753433839508376,
    "level_se": 0.05219038522277123,
    "level_t": -1.1832339151343279,
    "level_p": 0.23671645523133777,
    "slope_change": 0.0019814200946668345,
    "slope_se": 0.0025183838142224728,
    "slope_t": 0.7867824131797715,
    "slope_p": 0.43140925035832156,
    "pre_slope": 0.009523963467098651,
    "pre_slope_se": 0.0024487525419561915,
    "n": 101,
    "r2": 0.9426800729124295,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.050922852452772005,
    "level_se": 0.02752433266685609,
    "level_t": -1.8501030731288775,
    "level_p": 0.06429869510340487,
    "slope_change": 0.004920882643452997,
    "slope_se": 0.0011106451219507483,
    "slope_t": 4.430652551563824,
    "slope_p": 9.394835747111489e-06,
    "pre_slope": 0.00875538476433806,
    "pre_slope_se": 0.0008675061456881637,
    "n": 101,
    "r2": 0.9482117808124839,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.033574146150908646,
    "level_se": 0.02953900176683794,
    "level_t": 1.136603952155241,
    "level_p": 0.25570388716392245,
    "slope_change": 0.004928882795597125,
    "slope_se": 0.0012364056676493374,
    "slope_t": 3.9864608554957126,
    "slope_p": 6.706618641283738e-05,
    "pre_slope": 0.008310532853325402,
    "pre_slope_se": 0.0006283292982919719,
    "n": 101,
    "r2": 0.9476526717733487,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.03677017338766908,
    "level_se": 0.037444483385438376,
    "level_t": 0.9819917398558228,
    "level_p": 0.3261039176002367,
    "slope_change": 0.005504607052467858,
    "slope_se": 0.002497232771958849,
    "slope_t": 2.2042827221709094,
    "slope_p": 0.027504467275848335,
    "pre_slope": 0.009440719503086621,
    "pre_slope_se": 0.0005692959615922476,
    "n": 101,
    "r2": 0.9441201415629342,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 0,
    "breaks_bic": [
     44
    ],
    "h": 15,
    "break_dates_bic": [
     "2021-10-01"
    ],
    "break_dates_lwz": [],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -442.24,
     "1": -448.18,
     "2": -438.32,
     "3": -427.58
    }
   },
   "pelt": [
    "2020-09",
    "2023-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.020296930004014047
  },
  "cat_scientific_computing": {
   "series": "cat_scientific_computing",
   "n_months": 101,
   "total": 388897.0,
   "its_chatgpt": {
    "level_change": -0.04709202254139638,
    "level_se": 0.02448132534359529,
    "level_t": -1.9235895884091265,
    "level_p": 0.054406047131649635,
    "slope_change": 0.006808127343577202,
    "slope_se": 0.0009020008194636055,
    "slope_t": 7.547806162333426,
    "slope_p": 4.42651064378701e-14,
    "pre_slope": 0.005564210433290901,
    "pre_slope_se": 0.0004772397257532667,
    "n": 101,
    "r2": 0.9594570911732536,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": -1.9235895884091265,
    "level_t_placebo_p": 0.5230769230769231,
    "level_t_rank": 34,
    "slope_t_true": 7.547806162333426,
    "slope_t_placebo_p": 0.15384615384615385,
    "slope_t_rank": 10
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6764705882352942,
    "slope_t_placebo_p": 0.0
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": -0.0033542253247548504,
    "level_se": 0.024225297765880584,
    "level_t": -0.13845961181451447,
    "level_p": 0.8898771872175032,
    "slope_change": 0.007300270931982024,
    "slope_se": 0.0009845183737529613,
    "slope_t": 7.415068247181167,
    "slope_p": 1.215621920382666e-13,
    "pre_slope": 0.005736035154819545,
    "pre_slope_se": 0.000527450212997136,
    "n": 94,
    "r2": 0.9620493155019542,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.02658639524022849,
    "level_se": 0.04422771958421526,
    "level_t": -0.6011251651716878,
    "level_p": 0.5477566232830328,
    "slope_change": 0.0033281001205842306,
    "slope_se": 0.0013209255281001618,
    "slope_t": 2.5195213884395993,
    "slope_p": 0.01175145006275435,
    "pre_slope": 0.0051149728616712445,
    "pre_slope_se": 0.0010746298249708108,
    "n": 101,
    "r2": 0.9365123850960754,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.08553037987056644,
    "level_se": 0.02606020609146054,
    "level_t": -3.2820300641671905,
    "level_p": 0.0010306261603468946,
    "slope_change": 0.005650265955970568,
    "slope_se": 0.000890810404595621,
    "slope_t": 6.342837855082618,
    "slope_p": 2.2557080909023814e-10,
    "pre_slope": 0.006012514456541558,
    "pre_slope_se": 0.0005542329279792654,
    "n": 101,
    "r2": 0.9592324273695327,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": -0.035766629292529606,
    "level_se": 0.02230841397501165,
    "level_t": -1.6032797908714138,
    "level_p": 0.10887289616701641,
    "slope_change": 0.007466176235832501,
    "slope_se": 0.00089741719492164,
    "slope_t": 8.319626900490164,
    "slope_p": 8.824063546616796e-17,
    "pre_slope": 0.005560112870007054,
    "pre_slope_se": 0.0003962903973853242,
    "n": 101,
    "r2": 0.9607114956528033,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.03401248625684894,
    "level_se": 0.020307616799940923,
    "level_t": 1.674863505251285,
    "level_p": 0.09396101544479399,
    "slope_change": 0.010461671881324755,
    "slope_se": 0.0015101446787953372,
    "slope_t": 6.927595764976752,
    "slope_p": 4.280527748088471e-12,
    "pre_slope": 0.00603610068783916,
    "pre_slope_se": 0.0003451806619139583,
    "n": 101,
    "r2": 0.9599109540747381,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     83
    ],
    "h": 15,
    "break_dates_bic": [
     "2025-01-01"
    ],
    "break_dates_lwz": [
     "2025-01-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -507.36,
     "1": -547.05,
     "2": -545.39,
     "3": -537.86
    }
   },
   "pelt": [
    "2020-09",
    "2024-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.025031695698468817
  },
  "cat_software_engineering": {
   "series": "cat_software_engineering",
   "n_months": 101,
   "total": 388733.0,
   "its_chatgpt": {
    "level_change": 0.04753613904617349,
    "level_se": 0.03090546368518168,
    "level_t": 1.538114410137964,
    "level_p": 0.1240206432207948,
    "slope_change": 0.01620215174195241,
    "slope_se": 0.0011552234948727692,
    "slope_t": 14.025123115884028,
    "slope_p": 1.0942208645121125e-44,
    "pre_slope": 0.0041617103943090115,
    "pre_slope_se": 0.000638487005860471,
    "n": 101,
    "r2": 0.9487889861553293,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 1.538114410137964,
    "level_t_placebo_p": 0.8615384615384616,
    "level_t_rank": 56,
    "slope_t_true": 14.025123115884028,
    "slope_t_placebo_p": 0.15384615384615385,
    "slope_t_rank": 10
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.7647058823529411,
    "slope_t_placebo_p": 0.2647058823529412
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.15603584223907024,
    "level_se": 0.03115275174177955,
    "level_t": 5.008733852226851,
    "level_p": 5.478927576356032e-07,
    "slope_change": 0.016353021985702994,
    "slope_se": 0.0014103831174205356,
    "slope_t": 11.594737475028207,
    "slope_p": 4.382072419672182e-31,
    "pre_slope": 0.003864843338159264,
    "pre_slope_se": 0.000640775911777366,
    "n": 94,
    "r2": 0.9504141851511777,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.09677242269020381,
    "level_se": 0.09489429017037519,
    "level_t": -1.0197918390712084,
    "level_p": 0.30782719444091666,
    "slope_change": 0.013662439020644622,
    "slope_se": 0.0027923648351806793,
    "slope_t": 4.892784369905087,
    "slope_p": 9.941931430272475e-07,
    "pre_slope": 0.0011791777201345987,
    "pre_slope_se": 0.0027623634386578612,
    "n": 101,
    "r2": 0.915481023077723,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.033793013444396,
    "level_se": 0.03124786504213688,
    "level_t": -1.0814503134478808,
    "level_p": 0.2794968512106927,
    "slope_change": 0.016018412342720827,
    "slope_se": 0.0010742421635257069,
    "slope_t": 14.911360665781112,
    "slope_p": 2.780285167670209e-50,
    "pre_slope": 0.003774075742858758,
    "pre_slope_se": 0.0007618248272158554,
    "n": 101,
    "r2": 0.9488848614986021,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.10165941271629847,
    "level_se": 0.03446924080725949,
    "level_t": 2.949279135120615,
    "level_p": 0.0031851614815785294,
    "slope_change": 0.015632695500240604,
    "slope_se": 0.001373162483145462,
    "slope_t": 11.384446991612572,
    "slope_p": 4.9984327012116114e-30,
    "pre_slope": 0.004529900195648036,
    "pre_slope_se": 0.0006667502037271245,
    "n": 101,
    "r2": 0.9479794043565457,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.1570875689740846,
    "level_se": 0.06602246597355069,
    "level_t": 2.379304781451447,
    "level_p": 0.01734532782301002,
    "slope_change": 0.01617311422005148,
    "slope_se": 0.002766139183974967,
    "slope_t": 5.846818668325492,
    "slope_p": 5.010631906382533e-09,
    "pre_slope": 0.007788754575533323,
    "pre_slope_se": 0.0011504898393101795,
    "n": 101,
    "r2": 0.9227826574695002,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -366.04,
     "1": -444.75,
     "2": -440.71,
     "3": -429.94
    }
   },
   "pelt": [
    "2023-03",
    "2025-01"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.13114045424877557
  },
  "cat_speech_audio": {
   "series": "cat_speech_audio",
   "n_months": 101,
   "total": 146061.0,
   "its_chatgpt": {
    "level_change": 0.03578705265807902,
    "level_se": 0.038650856327242356,
    "level_t": 0.9259058157750354,
    "level_p": 0.35449492866329957,
    "slope_change": 0.011758689056944178,
    "slope_se": 0.0015964014044733404,
    "slope_t": 7.3657471260014455,
    "slope_p": 1.7615746541529303e-13,
    "pre_slope": 0.0029030909523438298,
    "pre_slope_se": 0.0007568024421159417,
    "n": 101,
    "r2": 0.8155538510397701,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 0.9259058157750354,
    "level_t_placebo_p": 0.8153846153846154,
    "level_t_rank": 53,
    "slope_t_true": 7.3657471260014455,
    "slope_t_placebo_p": 0.16923076923076924,
    "slope_t_rank": 11
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.8235294117647058,
    "slope_t_placebo_p": 0.29411764705882354
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.10893983966460766,
    "level_se": 0.04824717293680104,
    "level_t": 2.257952809117084,
    "level_p": 0.023948601702520347,
    "slope_change": 0.011965879385533559,
    "slope_se": 0.0020535829032469195,
    "slope_t": 5.826830446734977,
    "slope_p": 5.648995251377325e-09,
    "pre_slope": 0.0027263094213154085,
    "pre_slope_se": 0.0008658508101791071,
    "n": 94,
    "r2": 0.8142689940476477,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.11889190841790462,
    "level_se": 0.05733843319300035,
    "level_t": -2.0735116360385386,
    "level_p": 0.03812468934221236,
    "slope_change": 0.00834143120979078,
    "slope_se": 0.0024181849783053793,
    "slope_t": 3.4494595263081593,
    "slope_p": 0.0005617099280434673,
    "pre_slope": 0.0026067967910558777,
    "pre_slope_se": 0.0021188908049695103,
    "n": 101,
    "r2": 0.7978966069538054,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.07357828457238019,
    "level_se": 0.035585629704494276,
    "level_t": -2.0676403700982604,
    "level_p": 0.0386738529617294,
    "slope_change": 0.011531056302628675,
    "slope_se": 0.0013818692446183128,
    "slope_t": 8.344535018444294,
    "slope_p": 7.149461967050718e-17,
    "pre_slope": 0.0034156688236794334,
    "pre_slope_se": 0.0009448182767947704,
    "n": 101,
    "r2": 0.8168374532924466,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.06933060513490164,
    "level_se": 0.04823081922801279,
    "level_t": 1.4374751713658214,
    "level_p": 0.15058302277790928,
    "slope_change": 0.011453080572104327,
    "slope_se": 0.0019288470373260932,
    "slope_t": 5.937785812182086,
    "slope_p": 2.8889712289697425e-09,
    "pre_slope": 0.003216739826593321,
    "pre_slope_se": 0.0007282509587386624,
    "n": 101,
    "r2": 0.8150067815670848,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.048987950309238415,
    "level_se": 0.05982592555995059,
    "level_t": 0.818841494732052,
    "level_p": 0.41287685306571675,
    "slope_change": 0.016596703285019443,
    "slope_se": 0.0026394972983814404,
    "slope_t": 6.287827343182608,
    "slope_p": 3.219396686216608e-10,
    "pre_slope": 0.005670653979402664,
    "pre_slope_se": 0.0009903886804279586,
    "n": 101,
    "r2": 0.8011249700300831,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     63
    ],
    "h": 15,
    "break_dates_bic": [
     "2023-05-01"
    ],
    "break_dates_lwz": [
     "2023-05-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -327.72,
     "1": -339.26,
     "2": -332.27,
     "3": -322.73
    }
   },
   "pelt": [
    "2023-05",
    "2025-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.032085224469169206
  },
  "cat_sustainable_computing": {
   "series": "cat_sustainable_computing",
   "n_months": 101,
   "total": 67460.0,
   "its_chatgpt": {
    "level_change": 0.04902340483505502,
    "level_se": 0.02476739867291697,
    "level_t": 1.9793521912602743,
    "level_p": 0.0477763672422397,
    "slope_change": 0.01564427929832129,
    "slope_se": 0.0012034441791515939,
    "slope_t": 12.999588655080137,
    "slope_p": 1.2300310601578112e-38,
    "pre_slope": 0.003914253190725121,
    "pre_slope_se": 0.0005732218950071007,
    "n": 101,
    "r2": 0.9479801495641633,
    "event": "2022-12-01"
   },
   "placebo_chatgpt": {
    "n_placebo": 65,
    "level_t_true": 1.9793521912602743,
    "level_t_placebo_p": 0.7538461538461538,
    "level_t_rank": 49,
    "slope_t_true": 12.999588655080137,
    "slope_t_placebo_p": 0.16923076923076924,
    "slope_t_rank": 11
   },
   "placebo_chatgpt_baseline_only": {
    "n_placebo": 34,
    "level_t_placebo_p": 0.6470588235294118,
    "slope_t_placebo_p": 0.29411764705882354
   },
   "its_chatgpt_donut": {
    "months_excluded_each_side": 3,
    "level_change": 0.12140838841751275,
    "level_se": 0.025938710919520214,
    "level_t": 4.6805868184508235,
    "level_p": 2.8605493954630396e-06,
    "slope_change": 0.0169277922767723,
    "slope_se": 0.001262952101410116,
    "slope_t": 13.403352556183263,
    "slope_p": 5.779237494518932e-41,
    "pre_slope": 0.0036869457484974845,
    "pre_slope_se": 0.0005614131113501959,
    "n": 94,
    "r2": 0.9500850972788502,
    "event": "2022-12-01"
   },
   "its_gpt3": {
    "level_change": -0.08932148317118169,
    "level_se": 0.07869651944126217,
    "level_t": -1.1350118633626463,
    "level_p": 0.2563703477588075,
    "slope_change": 0.014043973604048124,
    "slope_se": 0.0023026342708165654,
    "slope_t": 6.099089977961554,
    "slope_p": 1.0667401391804497e-09,
    "pre_slope": 0.00034364192008603655,
    "pre_slope_se": 0.002185288793417255,
    "n": 101,
    "r2": 0.9186676462451506,
    "event": "2020-06-01"
   },
   "its_dalle2": {
    "level_change": -0.020079352233636327,
    "level_se": 0.026880093093407872,
    "level_t": -0.7469971240003118,
    "level_p": 0.45506529687297026,
    "slope_change": 0.0154723787906151,
    "slope_se": 0.0010659822464271073,
    "slope_t": 14.514668365701636,
    "slope_p": 9.782967804244524e-48,
    "pre_slope": 0.0033960212249876946,
    "pre_slope_se": 0.0006395783541056441,
    "n": 101,
    "r2": 0.9474654690860297,
    "event": "2022-05-01"
   },
   "its_gpt4": {
    "level_change": 0.05570048447008469,
    "level_se": 0.03449583588994495,
    "level_t": 1.6147016888586427,
    "level_p": 0.10637531164792899,
    "slope_change": 0.015875172743785648,
    "slope_se": 0.0012999491952343201,
    "slope_t": 12.212148599333604,
    "slope_p": 2.6772427704389274e-34,
    "pre_slope": 0.00466008909217824,
    "pre_slope_se": 0.0007612691833021949,
    "n": 101,
    "r2": 0.9461254543925237,
    "event": "2023-04-01"
   },
   "its_o1": {
    "level_change": 0.22242043089584884,
    "level_se": 0.058526809177166336,
    "level_t": 3.8003170516704676,
    "level_p": 0.00014451107480621932,
    "slope_change": 0.012148950562507907,
    "slope_se": 0.003222754941765245,
    "slope_t": 3.7697407286740177,
    "slope_p": 0.00016341722120794986,
    "pre_slope": 0.007141223399086456,
    "pre_slope_se": 0.0009364418463263514,
    "n": 101,
    "r2": 0.93068235592335,
    "event": "2024-10-01"
   },
   "bai_perron": {
    "m_bic": 1,
    "m_lwz": 1,
    "breaks_bic": [
     53
    ],
    "h": 15,
    "break_dates_bic": [
     "2022-07-01"
    ],
    "break_dates_lwz": [
     "2022-07-01"
    ],
    "input": "log, seasonally adjusted (baseline month means)",
    "bic_by_m": {
     "0": -377.5,
     "1": -458.19,
     "2": -455.2,
     "3": -445.19
    }
   },
   "pelt": [
    "2022-11",
    "2024-12"
   ],
   "bocpd_resets": [],
   "bocpd_cp_prob_2022_12_to_2023_03": 0.19317702261397174
  }
 },
 "sensitivity_last_complete_total": {
  "2026-03": {
   "its_chatgpt": {
    "level_change": -0.008527780039309985,
    "level_se": 0.02409255161082933,
    "level_t": -0.35395918942337534,
    "level_p": 0.7233694679133258,
    "slope_change": 0.01075435789980752,
    "slope_se": 0.0009340255919123565,
    "slope_t": 11.513986332846269,
    "slope_p": 1.1217079093012215e-30,
    "pre_slope": 0.0030943944331951858,
    "pre_slope_se": 0.0005405740603597238,
    "n": 98,
    "r2": 0.9633053042595504,
    "event": "2022-12-01"
   },
   "bai_perron": [
    "2022-04-01"
   ]
  },
  "2026-08": {
   "its_chatgpt": {
    "level_change": 0.004227255509827221,
    "level_se": 0.025747752628698987,
    "level_t": 0.16417959154677575,
    "level_p": 0.8695897666806147,
    "slope_change": 0.009776608385592352,
    "slope_se": 0.0011356817734739272,
    "slope_t": 8.608580866528103,
    "slope_p": 7.397056925062955e-18,
    "pre_slope": 0.0031143881681199768,
    "pre_slope_se": 0.000561630333069173,
    "n": 103,
    "r2": 0.959666226372073,
    "event": "2022-12-01"
   },
   "bai_perron": [
    "2022-02-01"
   ]
  }
 }
}