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\newcommand{\ItsSeriesCatFoundationModelsItsChatgptPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptN}{101} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptRTwo}{0.968} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptLevelTTrue}{-0.955} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptLevelTPlaceboP}{0.692} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptLevelTRank}{45} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptSlopeTTrue}{2.311} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptSlopeTPlaceboP}{0.246} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptSlopeTRank}{16} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.941} \newcommand{\ItsSeriesCatFoundationModelsPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.412} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutLevelChange}{0.147} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutLevelSe}{0.075} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutLevelT}{1.967} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutLevelP}{0.049} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutSlopeChange}{0.004} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutSlopeSe}{0.003} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutSlopeT}{1.499} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutSlopeP}{0.134} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutPreSlope}{0.026} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutRTwo}{0.970} \newcommand{\ItsSeriesCatFoundationModelsItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeLevelChange}{-0.164} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeLevelSe}{0.083} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeLevelT}{-1.970} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeLevelP}{0.049} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeSlopeChange}{-0.009} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeSlopeT}{-4.118} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeSlopeP}{0.000} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreePreSlope}{0.036} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeN}{101} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeRTwo}{0.968} \newcommand{\ItsSeriesCatFoundationModelsItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoLevelChange}{-0.221} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoLevelSe}{0.072} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoLevelT}{-3.075} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoLevelP}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoSlopeChange}{0.005} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoSlopeSe}{0.003} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoSlopeT}{1.780} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoSlopeP}{0.075} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoPreSlope}{0.028} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoN}{101} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoRTwo}{0.971} \newcommand{\ItsSeriesCatFoundationModelsItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourLevelChange}{0.023} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourLevelSe}{0.074} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourLevelT}{0.311} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourLevelP}{0.756} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourSlopeChange}{0.006} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourSlopeSe}{0.003} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourSlopeT}{2.278} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourSlopeP}{0.023} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourPreSlope}{0.025} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourN}{101} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourRTwo}{0.968} \newcommand{\ItsSeriesCatFoundationModelsItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatFoundationModelsItsOOneLevelChange}{0.084} \newcommand{\ItsSeriesCatFoundationModelsItsOOneLevelSe}{0.062} \newcommand{\ItsSeriesCatFoundationModelsItsOOneLevelT}{1.363} \newcommand{\ItsSeriesCatFoundationModelsItsOOneLevelP}{0.173} \newcommand{\ItsSeriesCatFoundationModelsItsOOneSlopeChange}{0.004} \newcommand{\ItsSeriesCatFoundationModelsItsOOneSlopeSe}{0.004} \newcommand{\ItsSeriesCatFoundationModelsItsOOneSlopeT}{0.950} \newcommand{\ItsSeriesCatFoundationModelsItsOOneSlopeP}{0.342} \newcommand{\ItsSeriesCatFoundationModelsItsOOnePreSlope}{0.026} \newcommand{\ItsSeriesCatFoundationModelsItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatFoundationModelsItsOOneN}{101} \newcommand{\ItsSeriesCatFoundationModelsItsOOneRTwo}{0.967} \newcommand{\ItsSeriesCatFoundationModelsItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronMBic}{1} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronMLwz}{0} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronH}{15} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronBicByMZero}{-339.1} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronBicByMOne}{-348.9} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronBicByMTwo}{-341.5} \newcommand{\ItsSeriesCatFoundationModelsBaiPerronBicByMThree}{-333.6} \newcommand{\ItsSeriesCatFoundationModelsBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.018} \newcommand{\ItsSeriesCatGenerativeAiSeries}{cat\_generative\_ai} \newcommand{\ItsSeriesCatGenerativeAiNMonths}{101} \newcommand{\ItsSeriesCatGenerativeAiTotal}{175{,}254.0} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptLevelChange}{0.036} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptLevelSe}{0.062} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptLevelT}{0.588} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptLevelP}{0.556} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptSlopeChange}{0.019} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptSlopeT}{8.021} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptPreSlope}{0.019} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptN}{101} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptRTwo}{0.980} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptLevelTTrue}{0.588} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptLevelTPlaceboP}{0.969} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptLevelTRank}{63} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptSlopeTTrue}{8.021} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptSlopeTPlaceboP}{0.308} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptSlopeTRank}{20} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.941} \newcommand{\ItsSeriesCatGenerativeAiPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.324} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutLevelChange}{0.260} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutLevelSe}{0.061} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutLevelT}{4.277} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutLevelP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutSlopeChange}{0.018} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutSlopeSe}{0.003} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutSlopeT}{6.680} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutPreSlope}{0.020} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutRTwo}{0.982} \newcommand{\ItsSeriesCatGenerativeAiItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeLevelChange}{-0.274} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeLevelSe}{0.125} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeLevelT}{-2.199} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeLevelP}{0.028} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeSlopeChange}{0.004} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeSlopeSe}{0.003} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeSlopeT}{1.638} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeSlopeP}{0.102} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreePreSlope}{0.027} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreePreSlopeSe}{0.003} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeN}{101} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeRTwo}{0.965} \newcommand{\ItsSeriesCatGenerativeAiItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoLevelChange}{-0.173} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoLevelSe}{0.064} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoLevelT}{-2.689} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoLevelP}{0.007} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoSlopeChange}{0.018} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoSlopeT}{8.298} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoPreSlope}{0.021} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoN}{101} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoRTwo}{0.981} \newcommand{\ItsSeriesCatGenerativeAiItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourLevelChange}{0.150} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourLevelSe}{0.063} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourLevelT}{2.383} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourLevelP}{0.017} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourSlopeChange}{0.018} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourSlopeT}{8.331} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourPreSlope}{0.019} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourN}{101} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourRTwo}{0.981} \newcommand{\ItsSeriesCatGenerativeAiItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatGenerativeAiItsOOneLevelChange}{0.324} \newcommand{\ItsSeriesCatGenerativeAiItsOOneLevelSe}{0.091} \newcommand{\ItsSeriesCatGenerativeAiItsOOneLevelT}{3.568} \newcommand{\ItsSeriesCatGenerativeAiItsOOneLevelP}{0.000} \newcommand{\ItsSeriesCatGenerativeAiItsOOneSlopeChange}{0.007} \newcommand{\ItsSeriesCatGenerativeAiItsOOneSlopeSe}{0.003} \newcommand{\ItsSeriesCatGenerativeAiItsOOneSlopeT}{1.974} \newcommand{\ItsSeriesCatGenerativeAiItsOOneSlopeP}{0.048} \newcommand{\ItsSeriesCatGenerativeAiItsOOnePreSlope}{0.023} \newcommand{\ItsSeriesCatGenerativeAiItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatGenerativeAiItsOOneN}{101} \newcommand{\ItsSeriesCatGenerativeAiItsOOneRTwo}{0.971} \newcommand{\ItsSeriesCatGenerativeAiItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronMBic}{1} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronH}{15} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronBicByMZero}{-317.8} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronBicByMOne}{-386.2} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronBicByMTwo}{-385.3} \newcommand{\ItsSeriesCatGenerativeAiBaiPerronBicByMThree}{-378.3} \newcommand{\ItsSeriesCatGenerativeAiBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.020} \newcommand{\ItsSeriesCatHciSeries}{cat\_hci} \newcommand{\ItsSeriesCatHciNMonths}{101} \newcommand{\ItsSeriesCatHciTotal}{451{,}350.0} \newcommand{\ItsSeriesCatHciItsChatgptLevelChange}{0.049} \newcommand{\ItsSeriesCatHciItsChatgptLevelSe}{0.022} \newcommand{\ItsSeriesCatHciItsChatgptLevelT}{2.218} \newcommand{\ItsSeriesCatHciItsChatgptLevelP}{0.027} \newcommand{\ItsSeriesCatHciItsChatgptSlopeChange}{0.015} \newcommand{\ItsSeriesCatHciItsChatgptSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsChatgptSlopeT}{17.539} \newcommand{\ItsSeriesCatHciItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsChatgptPreSlope}{0.004} \newcommand{\ItsSeriesCatHciItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsChatgptN}{101} \newcommand{\ItsSeriesCatHciItsChatgptRTwo}{0.953} \newcommand{\ItsSeriesCatHciItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatHciPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatHciPlaceboChatgptLevelTTrue}{2.218} \newcommand{\ItsSeriesCatHciPlaceboChatgptLevelTPlaceboP}{0.877} \newcommand{\ItsSeriesCatHciPlaceboChatgptLevelTRank}{57} \newcommand{\ItsSeriesCatHciPlaceboChatgptSlopeTTrue}{17.539} \newcommand{\ItsSeriesCatHciPlaceboChatgptSlopeTPlaceboP}{0.154} \newcommand{\ItsSeriesCatHciPlaceboChatgptSlopeTRank}{10} \newcommand{\ItsSeriesCatHciPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatHciPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.765} \newcommand{\ItsSeriesCatHciPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.265} \newcommand{\ItsSeriesCatHciItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatHciItsChatgptDonutLevelChange}{0.151} \newcommand{\ItsSeriesCatHciItsChatgptDonutLevelSe}{0.023} \newcommand{\ItsSeriesCatHciItsChatgptDonutLevelT}{6.619} \newcommand{\ItsSeriesCatHciItsChatgptDonutLevelP}{0.000} \newcommand{\ItsSeriesCatHciItsChatgptDonutSlopeChange}{0.015} \newcommand{\ItsSeriesCatHciItsChatgptDonutSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsChatgptDonutSlopeT}{14.722} \newcommand{\ItsSeriesCatHciItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsChatgptDonutPreSlope}{0.004} \newcommand{\ItsSeriesCatHciItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatHciItsChatgptDonutRTwo}{0.953} \newcommand{\ItsSeriesCatHciItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatHciItsGptThreeLevelChange}{-0.156} \newcommand{\ItsSeriesCatHciItsGptThreeLevelSe}{0.076} \newcommand{\ItsSeriesCatHciItsGptThreeLevelT}{-2.054} \newcommand{\ItsSeriesCatHciItsGptThreeLevelP}{0.040} \newcommand{\ItsSeriesCatHciItsGptThreeSlopeChange}{0.010} \newcommand{\ItsSeriesCatHciItsGptThreeSlopeSe}{0.002} \newcommand{\ItsSeriesCatHciItsGptThreeSlopeT}{4.890} \newcommand{\ItsSeriesCatHciItsGptThreeSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsGptThreePreSlope}{0.004} \newcommand{\ItsSeriesCatHciItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatHciItsGptThreeN}{101} \newcommand{\ItsSeriesCatHciItsGptThreeRTwo}{0.926} \newcommand{\ItsSeriesCatHciItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatHciItsDalleTwoLevelChange}{-0.041} \newcommand{\ItsSeriesCatHciItsDalleTwoLevelSe}{0.020} \newcommand{\ItsSeriesCatHciItsDalleTwoLevelT}{-2.027} \newcommand{\ItsSeriesCatHciItsDalleTwoLevelP}{0.043} \newcommand{\ItsSeriesCatHciItsDalleTwoSlopeChange}{0.015} \newcommand{\ItsSeriesCatHciItsDalleTwoSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsDalleTwoSlopeT}{18.842} \newcommand{\ItsSeriesCatHciItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsDalleTwoPreSlope}{0.004} \newcommand{\ItsSeriesCatHciItsDalleTwoPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsDalleTwoN}{101} \newcommand{\ItsSeriesCatHciItsDalleTwoRTwo}{0.954} \newcommand{\ItsSeriesCatHciItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatHciItsGptFourLevelChange}{0.101} \newcommand{\ItsSeriesCatHciItsGptFourLevelSe}{0.028} \newcommand{\ItsSeriesCatHciItsGptFourLevelT}{3.644} \newcommand{\ItsSeriesCatHciItsGptFourLevelP}{0.000} \newcommand{\ItsSeriesCatHciItsGptFourSlopeChange}{0.014} \newcommand{\ItsSeriesCatHciItsGptFourSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsGptFourSlopeT}{14.753} \newcommand{\ItsSeriesCatHciItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsGptFourPreSlope}{0.004} \newcommand{\ItsSeriesCatHciItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsGptFourN}{101} \newcommand{\ItsSeriesCatHciItsGptFourRTwo}{0.952} \newcommand{\ItsSeriesCatHciItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatHciItsOOneLevelChange}{0.191} \newcommand{\ItsSeriesCatHciItsOOneLevelSe}{0.066} \newcommand{\ItsSeriesCatHciItsOOneLevelT}{2.910} \newcommand{\ItsSeriesCatHciItsOOneLevelP}{0.004} \newcommand{\ItsSeriesCatHciItsOOneSlopeChange}{0.011} \newcommand{\ItsSeriesCatHciItsOOneSlopeSe}{0.003} \newcommand{\ItsSeriesCatHciItsOOneSlopeT}{3.764} \newcommand{\ItsSeriesCatHciItsOOneSlopeP}{0.000} \newcommand{\ItsSeriesCatHciItsOOnePreSlope}{0.007} \newcommand{\ItsSeriesCatHciItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatHciItsOOneN}{101} \newcommand{\ItsSeriesCatHciItsOOneRTwo}{0.927} \newcommand{\ItsSeriesCatHciItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatHciBaiPerronMBic}{1} \newcommand{\ItsSeriesCatHciBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatHciBaiPerronH}{15} \newcommand{\ItsSeriesCatHciBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatHciBaiPerronBicByMZero}{-383.4} \newcommand{\ItsSeriesCatHciBaiPerronBicByMOne}{-460.0} \newcommand{\ItsSeriesCatHciBaiPerronBicByMTwo}{-450.8} \newcommand{\ItsSeriesCatHciBaiPerronBicByMThree}{-439.9} \newcommand{\ItsSeriesCatHciBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.043} \newcommand{\ItsSeriesCatInformationRetrievalSeries}{cat\_information\_retrieval} \newcommand{\ItsSeriesCatInformationRetrievalNMonths}{101} \newcommand{\ItsSeriesCatInformationRetrievalTotal}{206{,}216.0} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptLevelChange}{-0.094} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptLevelSe}{0.040} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptLevelT}{-2.340} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptLevelP}{0.019} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptSlopeChange}{0.023} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptSlopeT}{12.319} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptPreSlope}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptN}{101} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptRTwo}{0.951} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptLevelTTrue}{-2.340} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptLevelTPlaceboP}{0.585} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptLevelTRank}{38} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptSlopeTTrue}{12.319} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptSlopeTPlaceboP}{0.092} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptSlopeTRank}{6} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.765} \newcommand{\ItsSeriesCatInformationRetrievalPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutLevelChange}{-0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutLevelSe}{0.042} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutLevelT}{-0.063} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutLevelP}{0.949} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutSlopeChange}{0.025} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutSlopeSe}{0.002} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutSlopeT}{13.007} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutPreSlope}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutRTwo}{0.952} \newcommand{\ItsSeriesCatInformationRetrievalItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeLevelChange}{-0.177} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeLevelSe}{0.101} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeLevelT}{-1.751} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeLevelP}{0.080} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeSlopeChange}{0.014} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeSlopeSe}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeSlopeT}{5.211} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreePreSlope}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeN}{101} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeRTwo}{0.872} \newcommand{\ItsSeriesCatInformationRetrievalItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoLevelChange}{-0.167} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoLevelSe}{0.051} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoLevelT}{-3.295} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoLevelP}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoSlopeChange}{0.021} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoSlopeSe}{0.002} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoSlopeT}{10.262} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoPreSlope}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoN}{101} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoRTwo}{0.943} \newcommand{\ItsSeriesCatInformationRetrievalItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourLevelChange}{-0.034} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourLevelSe}{0.039} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourLevelT}{-0.881} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourLevelP}{0.378} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourSlopeChange}{0.024} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourSlopeT}{12.568} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourPreSlope}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourN}{101} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourRTwo}{0.952} \newcommand{\ItsSeriesCatInformationRetrievalItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneLevelChange}{0.229} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneLevelSe}{0.052} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneLevelT}{4.381} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneLevelP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneSlopeChange}{0.027} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneSlopeSe}{0.003} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneSlopeT}{9.167} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneSlopeP}{0.000} \newcommand{\ItsSeriesCatInformationRetrievalItsOOnePreSlope}{0.005} \newcommand{\ItsSeriesCatInformationRetrievalItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneN}{101} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneRTwo}{0.946} \newcommand{\ItsSeriesCatInformationRetrievalItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronMBic}{2} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronH}{15} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronBicByMZero}{-326.7} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronBicByMOne}{-452.6} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronBicByMTwo}{-457.0} \newcommand{\ItsSeriesCatInformationRetrievalBaiPerronBicByMThree}{-447.1} \newcommand{\ItsSeriesCatInformationRetrievalBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.104} \newcommand{\ItsSeriesCatLlmSeries}{cat\_llm} \newcommand{\ItsSeriesCatLlmNMonths}{101} \newcommand{\ItsSeriesCatLlmTotal}{346{,}928.0} \newcommand{\ItsSeriesCatLlmItsChatgptLevelChange}{0.106} \newcommand{\ItsSeriesCatLlmItsChatgptLevelSe}{0.060} \newcommand{\ItsSeriesCatLlmItsChatgptLevelT}{1.781} \newcommand{\ItsSeriesCatLlmItsChatgptLevelP}{0.075} \newcommand{\ItsSeriesCatLlmItsChatgptSlopeChange}{0.034} \newcommand{\ItsSeriesCatLlmItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatLlmItsChatgptSlopeT}{16.435} \newcommand{\ItsSeriesCatLlmItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsChatgptPreSlope}{0.013} \newcommand{\ItsSeriesCatLlmItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatLlmItsChatgptN}{101} \newcommand{\ItsSeriesCatLlmItsChatgptRTwo}{0.972} \newcommand{\ItsSeriesCatLlmItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatLlmPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatLlmPlaceboChatgptLevelTTrue}{1.781} \newcommand{\ItsSeriesCatLlmPlaceboChatgptLevelTPlaceboP}{0.938} \newcommand{\ItsSeriesCatLlmPlaceboChatgptLevelTRank}{61} \newcommand{\ItsSeriesCatLlmPlaceboChatgptSlopeTTrue}{16.435} \newcommand{\ItsSeriesCatLlmPlaceboChatgptSlopeTPlaceboP}{0.200} \newcommand{\ItsSeriesCatLlmPlaceboChatgptSlopeTRank}{13} \newcommand{\ItsSeriesCatLlmPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatLlmPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.882} \newcommand{\ItsSeriesCatLlmPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.353} \newcommand{\ItsSeriesCatLlmItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatLlmItsChatgptDonutLevelChange}{0.347} \newcommand{\ItsSeriesCatLlmItsChatgptDonutLevelSe}{0.063} \newcommand{\ItsSeriesCatLlmItsChatgptDonutLevelT}{5.542} \newcommand{\ItsSeriesCatLlmItsChatgptDonutLevelP}{0.000} \newcommand{\ItsSeriesCatLlmItsChatgptDonutSlopeChange}{0.033} \newcommand{\ItsSeriesCatLlmItsChatgptDonutSlopeSe}{0.003} \newcommand{\ItsSeriesCatLlmItsChatgptDonutSlopeT}{12.204} \newcommand{\ItsSeriesCatLlmItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsChatgptDonutPreSlope}{0.013} \newcommand{\ItsSeriesCatLlmItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatLlmItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatLlmItsChatgptDonutRTwo}{0.973} \newcommand{\ItsSeriesCatLlmItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatLlmItsGptThreeLevelChange}{-0.380} \newcommand{\ItsSeriesCatLlmItsGptThreeLevelSe}{0.141} \newcommand{\ItsSeriesCatLlmItsGptThreeLevelT}{-2.695} \newcommand{\ItsSeriesCatLlmItsGptThreeLevelP}{0.007} \newcommand{\ItsSeriesCatLlmItsGptThreeSlopeChange}{0.019} \newcommand{\ItsSeriesCatLlmItsGptThreeSlopeSe}{0.004} \newcommand{\ItsSeriesCatLlmItsGptThreeSlopeT}{4.603} \newcommand{\ItsSeriesCatLlmItsGptThreeSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsGptThreePreSlope}{0.017} \newcommand{\ItsSeriesCatLlmItsGptThreePreSlopeSe}{0.003} \newcommand{\ItsSeriesCatLlmItsGptThreeN}{101} \newcommand{\ItsSeriesCatLlmItsGptThreeRTwo}{0.941} \newcommand{\ItsSeriesCatLlmItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatLlmItsDalleTwoLevelChange}{-0.182} \newcommand{\ItsSeriesCatLlmItsDalleTwoLevelSe}{0.060} \newcommand{\ItsSeriesCatLlmItsDalleTwoLevelT}{-3.034} \newcommand{\ItsSeriesCatLlmItsDalleTwoLevelP}{0.002} \newcommand{\ItsSeriesCatLlmItsDalleTwoSlopeChange}{0.033} \newcommand{\ItsSeriesCatLlmItsDalleTwoSlopeSe}{0.002} \newcommand{\ItsSeriesCatLlmItsDalleTwoSlopeT}{18.041} \newcommand{\ItsSeriesCatLlmItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsDalleTwoPreSlope}{0.014} \newcommand{\ItsSeriesCatLlmItsDalleTwoPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatLlmItsDalleTwoN}{101} \newcommand{\ItsSeriesCatLlmItsDalleTwoRTwo}{0.973} \newcommand{\ItsSeriesCatLlmItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatLlmItsGptFourLevelChange}{0.236} \newcommand{\ItsSeriesCatLlmItsGptFourLevelSe}{0.075} \newcommand{\ItsSeriesCatLlmItsGptFourLevelT}{3.135} \newcommand{\ItsSeriesCatLlmItsGptFourLevelP}{0.002} \newcommand{\ItsSeriesCatLlmItsGptFourSlopeChange}{0.032} \newcommand{\ItsSeriesCatLlmItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatLlmItsGptFourSlopeT}{14.964} \newcommand{\ItsSeriesCatLlmItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsGptFourPreSlope}{0.014} \newcommand{\ItsSeriesCatLlmItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatLlmItsGptFourN}{101} \newcommand{\ItsSeriesCatLlmItsGptFourRTwo}{0.972} \newcommand{\ItsSeriesCatLlmItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatLlmItsOOneLevelChange}{0.457} \newcommand{\ItsSeriesCatLlmItsOOneLevelSe}{0.140} \newcommand{\ItsSeriesCatLlmItsOOneLevelT}{3.261} \newcommand{\ItsSeriesCatLlmItsOOneLevelP}{0.001} \newcommand{\ItsSeriesCatLlmItsOOneSlopeChange}{0.021} \newcommand{\ItsSeriesCatLlmItsOOneSlopeSe}{0.005} \newcommand{\ItsSeriesCatLlmItsOOneSlopeT}{4.410} \newcommand{\ItsSeriesCatLlmItsOOneSlopeP}{0.000} \newcommand{\ItsSeriesCatLlmItsOOnePreSlope}{0.021} \newcommand{\ItsSeriesCatLlmItsOOnePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatLlmItsOOneN}{101} \newcommand{\ItsSeriesCatLlmItsOOneRTwo}{0.945} \newcommand{\ItsSeriesCatLlmItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatLlmBaiPerronMBic}{1} \newcommand{\ItsSeriesCatLlmBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatLlmBaiPerronH}{15} \newcommand{\ItsSeriesCatLlmBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatLlmBaiPerronBicByMZero}{-232.6} \newcommand{\ItsSeriesCatLlmBaiPerronBicByMOne}{-336.7} \newcommand{\ItsSeriesCatLlmBaiPerronBicByMTwo}{-332.2} \newcommand{\ItsSeriesCatLlmBaiPerronBicByMThree}{-325.0} \newcommand{\ItsSeriesCatLlmBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.093} \newcommand{\ItsSeriesCatMlTheorySeries}{cat\_ml\_theory} \newcommand{\ItsSeriesCatMlTheoryNMonths}{101} \newcommand{\ItsSeriesCatMlTheoryTotal}{424{,}417.0} \newcommand{\ItsSeriesCatMlTheoryItsChatgptLevelChange}{-0.080} \newcommand{\ItsSeriesCatMlTheoryItsChatgptLevelSe}{0.047} \newcommand{\ItsSeriesCatMlTheoryItsChatgptLevelT}{-1.693} \newcommand{\ItsSeriesCatMlTheoryItsChatgptLevelP}{0.090} \newcommand{\ItsSeriesCatMlTheoryItsChatgptSlopeChange}{0.009} \newcommand{\ItsSeriesCatMlTheoryItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsChatgptSlopeT}{5.719} \newcommand{\ItsSeriesCatMlTheoryItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsChatgptPreSlope}{0.011} \newcommand{\ItsSeriesCatMlTheoryItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMlTheoryItsChatgptN}{101} \newcommand{\ItsSeriesCatMlTheoryItsChatgptRTwo}{0.953} \newcommand{\ItsSeriesCatMlTheoryItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptLevelTTrue}{-1.693} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptLevelTPlaceboP}{0.662} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptLevelTRank}{43} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptSlopeTTrue}{5.719} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptSlopeTPlaceboP}{0.215} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptSlopeTRank}{14} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptBaselineOnlyLevelTPlaceboP}{1.000} \newcommand{\ItsSeriesCatMlTheoryPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutLevelChange}{0.005} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutLevelSe}{0.050} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutLevelT}{0.093} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutLevelP}{0.926} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutSlopeChange}{0.009} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutSlopeT}{4.915} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutPreSlope}{0.011} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutRTwo}{0.954} \newcommand{\ItsSeriesCatMlTheoryItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeLevelChange}{-0.179} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeLevelSe}{0.077} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeLevelT}{-2.330} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeLevelP}{0.020} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeSlopeChange}{-0.005} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeSlopeT}{-2.527} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeSlopeP}{0.011} \newcommand{\ItsSeriesCatMlTheoryItsGptThreePreSlope}{0.019} \newcommand{\ItsSeriesCatMlTheoryItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeN}{101} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeRTwo}{0.940} \newcommand{\ItsSeriesCatMlTheoryItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoLevelChange}{-0.162} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoLevelSe}{0.048} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoLevelT}{-3.372} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoLevelP}{0.001} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoSlopeChange}{0.007} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoSlopeT}{4.279} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoPreSlope}{0.012} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoPreSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoN}{101} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoRTwo}{0.956} \newcommand{\ItsSeriesCatMlTheoryItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatMlTheoryItsGptFourLevelChange}{-0.047} \newcommand{\ItsSeriesCatMlTheoryItsGptFourLevelSe}{0.045} \newcommand{\ItsSeriesCatMlTheoryItsGptFourLevelT}{-1.045} \newcommand{\ItsSeriesCatMlTheoryItsGptFourLevelP}{0.296} \newcommand{\ItsSeriesCatMlTheoryItsGptFourSlopeChange}{0.010} \newcommand{\ItsSeriesCatMlTheoryItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsGptFourSlopeT}{6.139} \newcommand{\ItsSeriesCatMlTheoryItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsGptFourPreSlope}{0.010} \newcommand{\ItsSeriesCatMlTheoryItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMlTheoryItsGptFourN}{101} \newcommand{\ItsSeriesCatMlTheoryItsGptFourRTwo}{0.953} \newcommand{\ItsSeriesCatMlTheoryItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatMlTheoryItsOOneLevelChange}{0.081} \newcommand{\ItsSeriesCatMlTheoryItsOOneLevelSe}{0.036} \newcommand{\ItsSeriesCatMlTheoryItsOOneLevelT}{2.233} \newcommand{\ItsSeriesCatMlTheoryItsOOneLevelP}{0.026} \newcommand{\ItsSeriesCatMlTheoryItsOOneSlopeChange}{0.012} \newcommand{\ItsSeriesCatMlTheoryItsOOneSlopeSe}{0.002} \newcommand{\ItsSeriesCatMlTheoryItsOOneSlopeT}{5.323} \newcommand{\ItsSeriesCatMlTheoryItsOOneSlopeP}{0.000} \newcommand{\ItsSeriesCatMlTheoryItsOOnePreSlope}{0.011} \newcommand{\ItsSeriesCatMlTheoryItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMlTheoryItsOOneN}{101} \newcommand{\ItsSeriesCatMlTheoryItsOOneRTwo}{0.953} \newcommand{\ItsSeriesCatMlTheoryItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatMlTheoryBaiPerronMBic}{2} \newcommand{\ItsSeriesCatMlTheoryBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatMlTheoryBaiPerronH}{15} \newcommand{\ItsSeriesCatMlTheoryBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatMlTheoryBaiPerronBicByMZero}{-416.3} \newcommand{\ItsSeriesCatMlTheoryBaiPerronBicByMOne}{-445.1} \newcommand{\ItsSeriesCatMlTheoryBaiPerronBicByMTwo}{-450.9} \newcommand{\ItsSeriesCatMlTheoryBaiPerronBicByMThree}{-446.4} \newcommand{\ItsSeriesCatMlTheoryBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.020} \newcommand{\ItsSeriesCatMultimodalAiSeries}{cat\_multimodal\_ai} \newcommand{\ItsSeriesCatMultimodalAiNMonths}{101} \newcommand{\ItsSeriesCatMultimodalAiTotal}{133{,}911.0} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptLevelChange}{0.025} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptLevelSe}{0.048} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptLevelT}{0.524} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptLevelP}{0.600} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptSlopeChange}{0.024} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptSlopeT}{13.050} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptPreSlope}{0.019} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptN}{101} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptRTwo}{0.978} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptLevelTTrue}{0.524} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptLevelTPlaceboP}{0.969} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptLevelTRank}{63} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptSlopeTTrue}{13.050} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptSlopeTPlaceboP}{0.200} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptSlopeTRank}{13} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.941} \newcommand{\ItsSeriesCatMultimodalAiPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.353} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutLevelChange}{0.284} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutLevelSe}{0.046} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutLevelT}{6.171} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutLevelP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutSlopeChange}{0.023} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutSlopeT}{11.168} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutPreSlope}{0.019} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutRTwo}{0.979} \newcommand{\ItsSeriesCatMultimodalAiItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeLevelChange}{-0.258} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeLevelSe}{0.108} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeLevelT}{-2.401} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeLevelP}{0.016} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeSlopeChange}{0.013} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeSlopeSe}{0.003} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeSlopeT}{4.755} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeSlopeP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreePreSlope}{0.021} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeN}{101} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeRTwo}{0.963} \newcommand{\ItsSeriesCatMultimodalAiItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoLevelChange}{-0.129} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoLevelSe}{0.045} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoLevelT}{-2.876} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoLevelP}{0.004} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoSlopeChange}{0.023} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoSlopeT}{14.765} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoPreSlope}{0.020} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoN}{101} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoRTwo}{0.978} \newcommand{\ItsSeriesCatMultimodalAiItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourLevelChange}{0.150} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourLevelSe}{0.049} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourLevelT}{3.083} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourLevelP}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourSlopeChange}{0.023} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourSlopeT}{12.068} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourPreSlope}{0.019} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourN}{101} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourRTwo}{0.978} \newcommand{\ItsSeriesCatMultimodalAiItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatMultimodalAiItsOOneLevelChange}{0.330} \newcommand{\ItsSeriesCatMultimodalAiItsOOneLevelSe}{0.101} \newcommand{\ItsSeriesCatMultimodalAiItsOOneLevelT}{3.268} \newcommand{\ItsSeriesCatMultimodalAiItsOOneLevelP}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsOOneSlopeChange}{0.016} \newcommand{\ItsSeriesCatMultimodalAiItsOOneSlopeSe}{0.005} \newcommand{\ItsSeriesCatMultimodalAiItsOOneSlopeT}{3.269} \newcommand{\ItsSeriesCatMultimodalAiItsOOneSlopeP}{0.001} \newcommand{\ItsSeriesCatMultimodalAiItsOOnePreSlope}{0.024} \newcommand{\ItsSeriesCatMultimodalAiItsOOnePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatMultimodalAiItsOOneN}{101} \newcommand{\ItsSeriesCatMultimodalAiItsOOneRTwo}{0.968} \newcommand{\ItsSeriesCatMultimodalAiItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronMBic}{1} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronH}{15} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronBicByMZero}{-278.4} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronBicByMOne}{-341.6} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronBicByMTwo}{-334.9} \newcommand{\ItsSeriesCatMultimodalAiBaiPerronBicByMThree}{-322.6} \newcommand{\ItsSeriesCatMultimodalAiBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.023} \newcommand{\ItsSeriesCatNlpSeries}{cat\_nlp} \newcommand{\ItsSeriesCatNlpNMonths}{101} \newcommand{\ItsSeriesCatNlpTotal}{434{,}211.0} \newcommand{\ItsSeriesCatNlpItsChatgptLevelChange}{0.016} \newcommand{\ItsSeriesCatNlpItsChatgptLevelSe}{0.041} \newcommand{\ItsSeriesCatNlpItsChatgptLevelT}{0.394} \newcommand{\ItsSeriesCatNlpItsChatgptLevelP}{0.694} \newcommand{\ItsSeriesCatNlpItsChatgptSlopeChange}{0.018} \newcommand{\ItsSeriesCatNlpItsChatgptSlopeSe}{0.002} \newcommand{\ItsSeriesCatNlpItsChatgptSlopeT}{12.089} \newcommand{\ItsSeriesCatNlpItsChatgptSlopeP}{0.000} \newcommand{\ItsSeriesCatNlpItsChatgptPreSlope}{0.009} \newcommand{\ItsSeriesCatNlpItsChatgptPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatNlpItsChatgptN}{101} \newcommand{\ItsSeriesCatNlpItsChatgptRTwo}{0.957} \newcommand{\ItsSeriesCatNlpItsChatgptEvent}{2022-12-01} \newcommand{\ItsSeriesCatNlpPlaceboChatgptNPlacebo}{65} \newcommand{\ItsSeriesCatNlpPlaceboChatgptLevelTTrue}{0.394} \newcommand{\ItsSeriesCatNlpPlaceboChatgptLevelTPlaceboP}{0.969} \newcommand{\ItsSeriesCatNlpPlaceboChatgptLevelTRank}{63} \newcommand{\ItsSeriesCatNlpPlaceboChatgptSlopeTTrue}{12.089} \newcommand{\ItsSeriesCatNlpPlaceboChatgptSlopeTPlaceboP}{0.154} \newcommand{\ItsSeriesCatNlpPlaceboChatgptSlopeTRank}{10} \newcommand{\ItsSeriesCatNlpPlaceboChatgptBaselineOnlyNPlacebo}{34} \newcommand{\ItsSeriesCatNlpPlaceboChatgptBaselineOnlyLevelTPlaceboP}{0.941} \newcommand{\ItsSeriesCatNlpPlaceboChatgptBaselineOnlySlopeTPlaceboP}{0.265} \newcommand{\ItsSeriesCatNlpItsChatgptDonutMonthsExcludedEachSide}{3} \newcommand{\ItsSeriesCatNlpItsChatgptDonutLevelChange}{0.150} \newcommand{\ItsSeriesCatNlpItsChatgptDonutLevelSe}{0.045} \newcommand{\ItsSeriesCatNlpItsChatgptDonutLevelT}{3.305} \newcommand{\ItsSeriesCatNlpItsChatgptDonutLevelP}{0.001} \newcommand{\ItsSeriesCatNlpItsChatgptDonutSlopeChange}{0.018} \newcommand{\ItsSeriesCatNlpItsChatgptDonutSlopeSe}{0.002} \newcommand{\ItsSeriesCatNlpItsChatgptDonutSlopeT}{9.086} \newcommand{\ItsSeriesCatNlpItsChatgptDonutSlopeP}{0.000} \newcommand{\ItsSeriesCatNlpItsChatgptDonutPreSlope}{0.009} \newcommand{\ItsSeriesCatNlpItsChatgptDonutPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatNlpItsChatgptDonutN}{94} \newcommand{\ItsSeriesCatNlpItsChatgptDonutRTwo}{0.957} \newcommand{\ItsSeriesCatNlpItsChatgptDonutEvent}{2022-12-01} \newcommand{\ItsSeriesCatNlpItsGptThreeLevelChange}{-0.204} \newcommand{\ItsSeriesCatNlpItsGptThreeLevelSe}{0.084} \newcommand{\ItsSeriesCatNlpItsGptThreeLevelT}{-2.421} \newcommand{\ItsSeriesCatNlpItsGptThreeLevelP}{0.015} \newcommand{\ItsSeriesCatNlpItsGptThreeSlopeChange}{0.009} \newcommand{\ItsSeriesCatNlpItsGptThreeSlopeSe}{0.003} \newcommand{\ItsSeriesCatNlpItsGptThreeSlopeT}{3.094} \newcommand{\ItsSeriesCatNlpItsGptThreeSlopeP}{0.002} \newcommand{\ItsSeriesCatNlpItsGptThreePreSlope}{0.012} \newcommand{\ItsSeriesCatNlpItsGptThreePreSlopeSe}{0.002} \newcommand{\ItsSeriesCatNlpItsGptThreeN}{101} \newcommand{\ItsSeriesCatNlpItsGptThreeRTwo}{0.931} \newcommand{\ItsSeriesCatNlpItsGptThreeEvent}{2020-06-01} \newcommand{\ItsSeriesCatNlpItsDalleTwoLevelChange}{-0.127} \newcommand{\ItsSeriesCatNlpItsDalleTwoLevelSe}{0.041} \newcommand{\ItsSeriesCatNlpItsDalleTwoLevelT}{-3.131} \newcommand{\ItsSeriesCatNlpItsDalleTwoLevelP}{0.002} \newcommand{\ItsSeriesCatNlpItsDalleTwoSlopeChange}{0.017} \newcommand{\ItsSeriesCatNlpItsDalleTwoSlopeSe}{0.001} \newcommand{\ItsSeriesCatNlpItsDalleTwoSlopeT}{12.327} \newcommand{\ItsSeriesCatNlpItsDalleTwoSlopeP}{0.000} \newcommand{\ItsSeriesCatNlpItsDalleTwoPreSlope}{0.010} \newcommand{\ItsSeriesCatNlpItsDalleTwoPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatNlpItsDalleTwoN}{101} \newcommand{\ItsSeriesCatNlpItsDalleTwoRTwo}{0.958} \newcommand{\ItsSeriesCatNlpItsDalleTwoEvent}{2022-05-01} \newcommand{\ItsSeriesCatNlpItsGptFourLevelChange}{0.080} \newcommand{\ItsSeriesCatNlpItsGptFourLevelSe}{0.049} \newcommand{\ItsSeriesCatNlpItsGptFourLevelT}{1.619} \newcommand{\ItsSeriesCatNlpItsGptFourLevelP}{0.105} \newcommand{\ItsSeriesCatNlpItsGptFourSlopeChange}{0.018} \newcommand{\ItsSeriesCatNlpItsGptFourSlopeSe}{0.002} \newcommand{\ItsSeriesCatNlpItsGptFourSlopeT}{10.487} \newcommand{\ItsSeriesCatNlpItsGptFourSlopeP}{0.000} \newcommand{\ItsSeriesCatNlpItsGptFourPreSlope}{0.010} \newcommand{\ItsSeriesCatNlpItsGptFourPreSlopeSe}{0.001} \newcommand{\ItsSeriesCatNlpItsGptFourN}{101} \newcommand{\ItsSeriesCatNlpItsGptFourRTwo}{0.957} \newcommand{\ItsSeriesCatNlpItsGptFourEvent}{2023-04-01} \newcommand{\ItsSeriesCatNlpItsOOneLevelChange}{0.228} \newcommand{\ItsSeriesCatNlpItsOOneLevelSe}{0.078} \newcommand{\ItsSeriesCatNlpItsOOneLevelT}{2.921} \newcommand{\ItsSeriesCatNlpItsOOneLevelP}{0.003} \newcommand{\ItsSeriesCatNlpItsOOneSlopeChange}{0.014} \newcommand{\ItsSeriesCatNlpItsOOneSlopeSe}{0.004} \newcommand{\ItsSeriesCatNlpItsOOneSlopeT}{3.986} \newcommand{\ItsSeriesCatNlpItsOOneSlopeP}{0.000} 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\newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneLevelP}{0.001} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneSlopeChange}{0.007} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneSlopeSe}{0.004} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneSlopeT}{1.693} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneSlopeP}{0.091} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOnePreSlope}{0.016} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOnePreSlopeSe}{0.001} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneN}{101} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneRTwo}{0.977} \newcommand{\ItsSeriesCatPrivacyPreservingComputationItsOOneEvent}{2024-10-01} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronMBic}{1} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronMLwz}{1} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronH}{15} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronInput}{log, seasonally adjusted (baseline month means)} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronBicByMZero}{-398.8} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronBicByMOne}{-449.9} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronBicByMTwo}{-446.8} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBaiPerronBicByMThree}{-440.5} \newcommand{\ItsSeriesCatPrivacyPreservingComputationBocpdCpProbTwoZeroTwoTwoOneTwoToTwoZeroTwoThreeZeroThree}{0.020} \newcommand{\ItsSeriesCatProgrammingLanguagesSeries}{cat\_programming\_languages} \newcommand{\ItsSeriesCatProgrammingLanguagesNMonths}{101} \newcommand{\ItsSeriesCatProgrammingLanguagesTotal}{116{,}536.0} \newcommand{\ItsSeriesCatProgrammingLanguagesItsChatgptLevelChange}{-0.040} \newcommand{\ItsSeriesCatProgrammingLanguagesItsChatgptLevelSe}{0.045} \newcommand{\ItsSeriesCatProgrammingLanguagesItsChatgptLevelT}{-0.875} 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\newcommand{\SysflowComputerVisionPostToComputerNetworksShare}{0.8} \newcommand{\SysflowComputerVisionPostToComputerVisionShare}{82.2} \newcommand{\SysflowComputerVisionPostToCybersecurityShare}{1.1} \newcommand{\SysflowComputerVisionPostToDatabaseSystemsShare}{0.2} \newcommand{\SysflowComputerVisionPostToDeepLearningArchitecturesShare}{2.8} \newcommand{\SysflowComputerVisionPostToDistributedComputingShare}{0.1} \newcommand{\SysflowComputerVisionPostToEdgeComputingShare}{0.4} \newcommand{\SysflowComputerVisionPostToFederatedLearningShare}{0.1} \newcommand{\SysflowComputerVisionPostToFormalVerificationShare}{0.3} \newcommand{\SysflowComputerVisionPostToFoundationModelsShare}{0.1} \newcommand{\SysflowComputerVisionPostToGenerativeAiShare}{0.6} \newcommand{\SysflowComputerVisionPostToHciShare}{1.0} \newcommand{\SysflowComputerVisionPostToInformationRetrievalShare}{0.2} \newcommand{\SysflowComputerVisionPostToLlmShare}{0.3} \newcommand{\SysflowComputerVisionPostToMlTheoryShare}{1.7} 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\newcommand{\SysflowCybersecurityBaselineToDatabaseSystemsShare}{0.7} \newcommand{\SysflowCybersecurityBaselineToDeepLearningArchitecturesShare}{1.8} \newcommand{\SysflowCybersecurityBaselineToDistributedComputingShare}{0.8} \newcommand{\SysflowCybersecurityBaselineToEdgeComputingShare}{2.3} \newcommand{\SysflowCybersecurityBaselineToFederatedLearningShare}{0.1} \newcommand{\SysflowCybersecurityBaselineToFormalVerificationShare}{0.4} \newcommand{\SysflowCybersecurityBaselineToFoundationModelsShare}{0.0} \newcommand{\SysflowCybersecurityBaselineToGenerativeAiShare}{0.2} \newcommand{\SysflowCybersecurityBaselineToHciShare}{1.1} \newcommand{\SysflowCybersecurityBaselineToInformationRetrievalShare}{0.5} \newcommand{\SysflowCybersecurityBaselineToLlmShare}{0.1} \newcommand{\SysflowCybersecurityBaselineToMlTheoryShare}{2.3} \newcommand{\SysflowCybersecurityBaselineToMultimodalAiShare}{0.0} \newcommand{\SysflowCybersecurityBaselineToNlpShare}{2.1} 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\newcommand{\SysflowSoftwareEngineeringPostToFederatedLearningShare}{0.0} \newcommand{\SysflowSoftwareEngineeringPostToFormalVerificationShare}{1.4} \newcommand{\SysflowSoftwareEngineeringPostToFoundationModelsShare}{0.0} \newcommand{\SysflowSoftwareEngineeringPostToGenerativeAiShare}{0.2} \newcommand{\SysflowSoftwareEngineeringPostToHciShare}{2.7} \newcommand{\SysflowSoftwareEngineeringPostToInformationRetrievalShare}{0.9} \newcommand{\SysflowSoftwareEngineeringPostToLlmShare}{2.5} \newcommand{\SysflowSoftwareEngineeringPostToMlTheoryShare}{2.2} \newcommand{\SysflowSoftwareEngineeringPostToMultimodalAiShare}{0.1} \newcommand{\SysflowSoftwareEngineeringPostToNlpShare}{4.1} \newcommand{\SysflowSoftwareEngineeringPostToOperatingSystemsShare}{0.2} \newcommand{\SysflowSoftwareEngineeringPostToPrivacyPreservingComputationShare}{0.3} \newcommand{\SysflowSoftwareEngineeringPostToProgrammingLanguagesShare}{1.4} \newcommand{\SysflowSoftwareEngineeringPostToQuantumComputingShare}{0.4} \newcommand{\SysflowSoftwareEngineeringPostToReinforcementLearningShare}{0.3} \newcommand{\SysflowSoftwareEngineeringPostToRoboticsShare}{0.9} \newcommand{\SysflowSoftwareEngineeringPostToScientificComputingShare}{0.5} \newcommand{\SysflowSoftwareEngineeringPostToSoftwareEngineeringShare}{62.4} \newcommand{\SysflowSoftwareEngineeringPostToSpeechAudioShare}{0.1} \newcommand{\SysflowSoftwareEngineeringPostToSustainableComputingShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToAiAcceleratorsShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToAiAgentsShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToAiSafetyShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToAlgorithmsShare}{0.4} \newcommand{\SysflowSpeechAudioBaselineToAppliedCryptographyShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToAutonomousScientificDiscoveryShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToBlockchainShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToCloudComputingShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToCompilersShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToComputationalBiologyShare}{0.2} \newcommand{\SysflowSpeechAudioBaselineToComputationalComplexityShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToComputerArchitectureShare}{0.4} \newcommand{\SysflowSpeechAudioBaselineToComputerGraphicsShare}{0.2} \newcommand{\SysflowSpeechAudioBaselineToComputerNetworksShare}{1.9} \newcommand{\SysflowSpeechAudioBaselineToComputerVisionShare}{8.0} \newcommand{\SysflowSpeechAudioBaselineToCybersecurityShare}{1.2} \newcommand{\SysflowSpeechAudioBaselineToDatabaseSystemsShare}{0.2} \newcommand{\SysflowSpeechAudioBaselineToDeepLearningArchitecturesShare}{3.2} \newcommand{\SysflowSpeechAudioBaselineToDistributedComputingShare}{0.3} \newcommand{\SysflowSpeechAudioBaselineToEdgeComputingShare}{0.3} \newcommand{\SysflowSpeechAudioBaselineToFederatedLearningShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToFormalVerificationShare}{0.6} \newcommand{\SysflowSpeechAudioBaselineToFoundationModelsShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToGenerativeAiShare}{0.3} \newcommand{\SysflowSpeechAudioBaselineToHciShare}{1.5} \newcommand{\SysflowSpeechAudioBaselineToInformationRetrievalShare}{0.5} \newcommand{\SysflowSpeechAudioBaselineToLlmShare}{0.2} \newcommand{\SysflowSpeechAudioBaselineToMlTheoryShare}{1.3} \newcommand{\SysflowSpeechAudioBaselineToMultimodalAiShare}{0.3} \newcommand{\SysflowSpeechAudioBaselineToNlpShare}{5.7} \newcommand{\SysflowSpeechAudioBaselineToOperatingSystemsShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToPrivacyPreservingComputationShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToProgrammingLanguagesShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToQuantumComputingShare}{0.0} \newcommand{\SysflowSpeechAudioBaselineToReinforcementLearningShare}{0.1} \newcommand{\SysflowSpeechAudioBaselineToRoboticsShare}{0.5} \newcommand{\SysflowSpeechAudioBaselineToScientificComputingShare}{0.4} \newcommand{\SysflowSpeechAudioBaselineToSoftwareEngineeringShare}{0.2} \newcommand{\SysflowSpeechAudioBaselineToSpeechAudioShare}{71.3} \newcommand{\SysflowSpeechAudioBaselineToSustainableComputingShare}{0.0} \newcommand{\SysflowSpeechAudioPostToAiAcceleratorsShare}{0.0} \newcommand{\SysflowSpeechAudioPostToAiAgentsShare}{0.1} \newcommand{\SysflowSpeechAudioPostToAiSafetyShare}{0.2} \newcommand{\SysflowSpeechAudioPostToAlgorithmsShare}{0.5} \newcommand{\SysflowSpeechAudioPostToAppliedCryptographyShare}{0.1} \newcommand{\SysflowSpeechAudioPostToAutonomousScientificDiscoveryShare}{0.0} \newcommand{\SysflowSpeechAudioPostToBlockchainShare}{0.1} \newcommand{\SysflowSpeechAudioPostToCloudComputingShare}{0.1} \newcommand{\SysflowSpeechAudioPostToCompilersShare}{0.0} \newcommand{\SysflowSpeechAudioPostToComputationalBiologyShare}{0.2} \newcommand{\SysflowSpeechAudioPostToComputationalComplexityShare}{0.1} \newcommand{\SysflowSpeechAudioPostToComputerArchitectureShare}{0.4} \newcommand{\SysflowSpeechAudioPostToComputerGraphicsShare}{0.2} \newcommand{\SysflowSpeechAudioPostToComputerNetworksShare}{2.2} \newcommand{\SysflowSpeechAudioPostToComputerVisionShare}{8.6} \newcommand{\SysflowSpeechAudioPostToCybersecurityShare}{1.3} \newcommand{\SysflowSpeechAudioPostToDatabaseSystemsShare}{0.2} \newcommand{\SysflowSpeechAudioPostToDeepLearningArchitecturesShare}{2.7} \newcommand{\SysflowSpeechAudioPostToDistributedComputingShare}{0.4} \newcommand{\SysflowSpeechAudioPostToEdgeComputingShare}{0.4} \newcommand{\SysflowSpeechAudioPostToFederatedLearningShare}{0.0} \newcommand{\SysflowSpeechAudioPostToFormalVerificationShare}{0.5} \newcommand{\SysflowSpeechAudioPostToFoundationModelsShare}{0.1} \newcommand{\SysflowSpeechAudioPostToGenerativeAiShare}{0.4} \newcommand{\SysflowSpeechAudioPostToHciShare}{2.0} \newcommand{\SysflowSpeechAudioPostToInformationRetrievalShare}{0.6} \newcommand{\SysflowSpeechAudioPostToLlmShare}{0.6} \newcommand{\SysflowSpeechAudioPostToMlTheoryShare}{1.3} \newcommand{\SysflowSpeechAudioPostToMultimodalAiShare}{0.4} \newcommand{\SysflowSpeechAudioPostToNlpShare}{4.7} \newcommand{\SysflowSpeechAudioPostToOperatingSystemsShare}{0.0} \newcommand{\SysflowSpeechAudioPostToPrivacyPreservingComputationShare}{0.1} \newcommand{\SysflowSpeechAudioPostToProgrammingLanguagesShare}{0.0} \newcommand{\SysflowSpeechAudioPostToQuantumComputingShare}{0.1} \newcommand{\SysflowSpeechAudioPostToReinforcementLearningShare}{0.1} \newcommand{\SysflowSpeechAudioPostToRoboticsShare}{0.6} \newcommand{\SysflowSpeechAudioPostToScientificComputingShare}{0.5} \newcommand{\SysflowSpeechAudioPostToSoftwareEngineeringShare}{0.2} \newcommand{\SysflowSpeechAudioPostToSpeechAudioShare}{70.1} \newcommand{\SysflowSpeechAudioPostToSustainableComputingShare}{0.0} \newcommand{\SysflowSustainableComputingBaselineToAiAcceleratorsShare}{0.2} \newcommand{\SysflowSustainableComputingBaselineToAiAgentsShare}{0.4} \newcommand{\SysflowSustainableComputingBaselineToAiSafetyShare}{0.5} \newcommand{\SysflowSustainableComputingBaselineToAlgorithmsShare}{4.8} \newcommand{\SysflowSustainableComputingBaselineToAppliedCryptographyShare}{0.3} \newcommand{\SysflowSustainableComputingBaselineToAutonomousScientificDiscoveryShare}{0.1} \newcommand{\SysflowSustainableComputingBaselineToBlockchainShare}{1.4} \newcommand{\SysflowSustainableComputingBaselineToCloudComputingShare}{9.9} \newcommand{\SysflowSustainableComputingBaselineToCompilersShare}{0.2} \newcommand{\SysflowSustainableComputingBaselineToComputationalBiologyShare}{0.7} \newcommand{\SysflowSustainableComputingBaselineToComputationalComplexityShare}{0.4} \newcommand{\SysflowSustainableComputingBaselineToComputerArchitectureShare}{6.0} \newcommand{\SysflowSustainableComputingBaselineToComputerGraphicsShare}{0.2} \newcommand{\SysflowSustainableComputingBaselineToComputerNetworksShare}{22.2} \newcommand{\SysflowSustainableComputingBaselineToComputerVisionShare}{5.5} \newcommand{\SysflowSustainableComputingBaselineToCybersecurityShare}{2.0} \newcommand{\SysflowSustainableComputingBaselineToDatabaseSystemsShare}{1.6} \newcommand{\SysflowSustainableComputingBaselineToDeepLearningArchitecturesShare}{3.9} \newcommand{\SysflowSustainableComputingBaselineToDistributedComputingShare}{4.7} \newcommand{\SysflowSustainableComputingBaselineToEdgeComputingShare}{6.7} \newcommand{\SysflowSustainableComputingBaselineToFederatedLearningShare}{0.2} \newcommand{\SysflowSustainableComputingBaselineToFormalVerificationShare}{0.3} \newcommand{\SysflowSustainableComputingBaselineToFoundationModelsShare}{0.0} \newcommand{\SysflowSustainableComputingBaselineToGenerativeAiShare}{0.1} \newcommand{\SysflowSustainableComputingBaselineToHciShare}{3.2} \newcommand{\SysflowSustainableComputingBaselineToInformationRetrievalShare}{0.9} \newcommand{\SysflowSustainableComputingBaselineToLlmShare}{0.2} \newcommand{\SysflowSustainableComputingBaselineToMlTheoryShare}{2.5} \newcommand{\SysflowSustainableComputingBaselineToMultimodalAiShare}{0.0} \newcommand{\SysflowSustainableComputingBaselineToNlpShare}{1.9} \newcommand{\SysflowSustainableComputingBaselineToOperatingSystemsShare}{0.3} \newcommand{\SysflowSustainableComputingBaselineToPrivacyPreservingComputationShare}{0.6} \newcommand{\SysflowSustainableComputingBaselineToProgrammingLanguagesShare}{0.5} \newcommand{\SysflowSustainableComputingBaselineToQuantumComputingShare}{0.3} \newcommand{\SysflowSustainableComputingBaselineToReinforcementLearningShare}{1.2} \newcommand{\SysflowSustainableComputingBaselineToRoboticsShare}{1.2} \newcommand{\SysflowSustainableComputingBaselineToScientificComputingShare}{2.1} \newcommand{\SysflowSustainableComputingBaselineToSoftwareEngineeringShare}{3.2} \newcommand{\SysflowSustainableComputingBaselineToSpeechAudioShare}{0.4} \newcommand{\SysflowSustainableComputingBaselineToSustainableComputingShare}{9.4} \newcommand{\SysflowSustainableComputingPostToAiAcceleratorsShare}{0.2} \newcommand{\SysflowSustainableComputingPostToAiAgentsShare}{0.4} \newcommand{\SysflowSustainableComputingPostToAiSafetyShare}{1.9} \newcommand{\SysflowSustainableComputingPostToAlgorithmsShare}{4.1} \newcommand{\SysflowSustainableComputingPostToAppliedCryptographyShare}{0.3} \newcommand{\SysflowSustainableComputingPostToAutonomousScientificDiscoveryShare}{0.1} \newcommand{\SysflowSustainableComputingPostToBlockchainShare}{2.0} \newcommand{\SysflowSustainableComputingPostToCloudComputingShare}{10.8} \newcommand{\SysflowSustainableComputingPostToCompilersShare}{0.2} \newcommand{\SysflowSustainableComputingPostToComputationalBiologyShare}{0.6} \newcommand{\SysflowSustainableComputingPostToComputationalComplexityShare}{0.4} \newcommand{\SysflowSustainableComputingPostToComputerArchitectureShare}{6.9} \newcommand{\SysflowSustainableComputingPostToComputerGraphicsShare}{0.3} \newcommand{\SysflowSustainableComputingPostToComputerNetworksShare}{14.2} \newcommand{\SysflowSustainableComputingPostToComputerVisionShare}{5.9} \newcommand{\SysflowSustainableComputingPostToCybersecurityShare}{1.9} \newcommand{\SysflowSustainableComputingPostToDatabaseSystemsShare}{1.5} \newcommand{\SysflowSustainableComputingPostToDeepLearningArchitecturesShare}{5.1} \newcommand{\SysflowSustainableComputingPostToDistributedComputingShare}{4.7} \newcommand{\SysflowSustainableComputingPostToEdgeComputingShare}{5.7} \newcommand{\SysflowSustainableComputingPostToFederatedLearningShare}{0.4} \newcommand{\SysflowSustainableComputingPostToFormalVerificationShare}{0.2} \newcommand{\SysflowSustainableComputingPostToFoundationModelsShare}{0.1} \newcommand{\SysflowSustainableComputingPostToGenerativeAiShare}{0.6} \newcommand{\SysflowSustainableComputingPostToHciShare}{3.1} \newcommand{\SysflowSustainableComputingPostToInformationRetrievalShare}{0.8} \newcommand{\SysflowSustainableComputingPostToLlmShare}{1.6} \newcommand{\SysflowSustainableComputingPostToMlTheoryShare}{3.1} \newcommand{\SysflowSustainableComputingPostToMultimodalAiShare}{0.1} \newcommand{\SysflowSustainableComputingPostToNlpShare}{2.1} \newcommand{\SysflowSustainableComputingPostToOperatingSystemsShare}{0.3} \newcommand{\SysflowSustainableComputingPostToPrivacyPreservingComputationShare}{0.6} \newcommand{\SysflowSustainableComputingPostToProgrammingLanguagesShare}{0.3} \newcommand{\SysflowSustainableComputingPostToQuantumComputingShare}{0.3} \newcommand{\SysflowSustainableComputingPostToReinforcementLearningShare}{1.5} \newcommand{\SysflowSustainableComputingPostToRoboticsShare}{1.5} \newcommand{\SysflowSustainableComputingPostToScientificComputingShare}{1.7} \newcommand{\SysflowSustainableComputingPostToSoftwareEngineeringShare}{2.9} \newcommand{\SysflowSustainableComputingPostToSpeechAudioShare}{0.3} \newcommand{\SysflowSustainableComputingPostToSustainableComputingShare}{11.3} % ---- Part VII-b security macros (Agent H) ---- \newcommand{\SecCountAppliedCryptographyTwoZeroOneEightMultilabel}{29{,}699} \newcommand{\SecCountAppliedCryptographyTwoZeroOneEightPrimary}{10{,}782} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroOneEightPct}{2.16} \newcommand{\SecCountAppliedCryptographyTwoZeroOneNineMultilabel}{31{,}450} \newcommand{\SecCountAppliedCryptographyTwoZeroOneNinePrimary}{11{,}355} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroOneNinePct}{2.10} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoZeroMultilabel}{31{,}778} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoZeroPrimary}{11{,}279} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoZeroPct}{2.05} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoOneMultilabel}{32{,}097} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoOnePrimary}{10{,}924} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoOnePct}{1.95} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoTwoMultilabel}{32{,}075} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoTwoPrimary}{10{,}299} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoTwoPct}{1.84} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoThreeMultilabel}{35{,}724} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoThreePrimary}{11{,}219} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoThreePct}{1.77} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoFourMultilabel}{41{,}181} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoFourPrimary}{12{,}426} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoFourPct}{1.68} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoFiveMultilabel}{51{,}759} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoFivePrimary}{14{,}612} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoFivePct}{1.64} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoSixMultilabel}{43{,}945} \newcommand{\SecCountAppliedCryptographyTwoZeroTwoSixPrimary}{12{,}178} \newcommand{\SecSharePrimaryAppliedCryptographyTwoZeroTwoSixPct}{1.58} \newcommand{\SecCountBlockchainTwoZeroOneEightMultilabel}{10{,}872} \newcommand{\SecCountBlockchainTwoZeroOneEightPrimary}{6{,}441} \newcommand{\SecSharePrimaryBlockchainTwoZeroOneEightPct}{1.29} \newcommand{\SecCountBlockchainTwoZeroOneNineMultilabel}{15{,}314} \newcommand{\SecCountBlockchainTwoZeroOneNinePrimary}{9{,}047} \newcommand{\SecSharePrimaryBlockchainTwoZeroOneNinePct}{1.68} \newcommand{\SecCountBlockchainTwoZeroTwoZeroMultilabel}{16{,}707} \newcommand{\SecCountBlockchainTwoZeroTwoZeroPrimary}{9{,}691} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoZeroPct}{1.76} \newcommand{\SecCountBlockchainTwoZeroTwoOneMultilabel}{18{,}128} \newcommand{\SecCountBlockchainTwoZeroTwoOnePrimary}{10{,}647} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoOnePct}{1.90} \newcommand{\SecCountBlockchainTwoZeroTwoTwoMultilabel}{20{,}159} \newcommand{\SecCountBlockchainTwoZeroTwoTwoPrimary}{11{,}770} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoTwoPct}{2.10} \newcommand{\SecCountBlockchainTwoZeroTwoThreeMultilabel}{24{,}314} \newcommand{\SecCountBlockchainTwoZeroTwoThreePrimary}{14{,}349} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoThreePct}{2.26} \newcommand{\SecCountBlockchainTwoZeroTwoFourMultilabel}{26{,}919} \newcommand{\SecCountBlockchainTwoZeroTwoFourPrimary}{15{,}376} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoFourPct}{2.08} \newcommand{\SecCountBlockchainTwoZeroTwoFiveMultilabel}{33{,}426} \newcommand{\SecCountBlockchainTwoZeroTwoFivePrimary}{18{,}012} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoFivePct}{2.02} \newcommand{\SecCountBlockchainTwoZeroTwoSixMultilabel}{24{,}814} \newcommand{\SecCountBlockchainTwoZeroTwoSixPrimary}{13{,}276} \newcommand{\SecSharePrimaryBlockchainTwoZeroTwoSixPct}{1.72} \newcommand{\SecCountCybersecurityTwoZeroOneEightMultilabel}{67{,}575} \newcommand{\SecCountCybersecurityTwoZeroOneEightPrimary}{29{,}440} \newcommand{\SecSharePrimaryCybersecurityTwoZeroOneEightPct}{5.89} \newcommand{\SecCountCybersecurityTwoZeroOneNineMultilabel}{73{,}397} \newcommand{\SecCountCybersecurityTwoZeroOneNinePrimary}{31{,}561} \newcommand{\SecSharePrimaryCybersecurityTwoZeroOneNinePct}{5.85} \newcommand{\SecCountCybersecurityTwoZeroTwoZeroMultilabel}{76{,}566} \newcommand{\SecCountCybersecurityTwoZeroTwoZeroPrimary}{32{,}705} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoZeroPct}{5.96} \newcommand{\SecCountCybersecurityTwoZeroTwoOneMultilabel}{77{,}276} \newcommand{\SecCountCybersecurityTwoZeroTwoOnePrimary}{31{,}779} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoOnePct}{5.69} \newcommand{\SecCountCybersecurityTwoZeroTwoTwoMultilabel}{78{,}082} \newcommand{\SecCountCybersecurityTwoZeroTwoTwoPrimary}{31{,}554} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoTwoPct}{5.63} \newcommand{\SecCountCybersecurityTwoZeroTwoThreeMultilabel}{89{,}483} \newcommand{\SecCountCybersecurityTwoZeroTwoThreePrimary}{36{,}481} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoThreePct}{5.75} \newcommand{\SecCountCybersecurityTwoZeroTwoFourMultilabel}{107{,}542} \newcommand{\SecCountCybersecurityTwoZeroTwoFourPrimary}{45{,}548} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoFourPct}{6.16} \newcommand{\SecCountCybersecurityTwoZeroTwoFiveMultilabel}{139{,}134} \newcommand{\SecCountCybersecurityTwoZeroTwoFivePrimary}{59{,}044} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoFivePct}{6.61} \newcommand{\SecCountCybersecurityTwoZeroTwoSixMultilabel}{120{,}483} \newcommand{\SecCountCybersecurityTwoZeroTwoSixPrimary}{51{,}618} \newcommand{\SecSharePrimaryCybersecurityTwoZeroTwoSixPct}{6.69} \newcommand{\SecCountFederatedLearningTwoZeroOneEightMultilabel}{1{,}040} \newcommand{\SecCountFederatedLearningTwoZeroOneEightPrimary}{143} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroOneEightPct}{0.03} \newcommand{\SecCountFederatedLearningTwoZeroOneNineMultilabel}{1{,}578} \newcommand{\SecCountFederatedLearningTwoZeroOneNinePrimary}{216} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroOneNinePct}{0.04} \newcommand{\SecCountFederatedLearningTwoZeroTwoZeroMultilabel}{2{,}684} \newcommand{\SecCountFederatedLearningTwoZeroTwoZeroPrimary}{304} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoZeroPct}{0.06} \newcommand{\SecCountFederatedLearningTwoZeroTwoOneMultilabel}{4{,}246} \newcommand{\SecCountFederatedLearningTwoZeroTwoOnePrimary}{651} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoOnePct}{0.12} \newcommand{\SecCountFederatedLearningTwoZeroTwoTwoMultilabel}{5{,}888} \newcommand{\SecCountFederatedLearningTwoZeroTwoTwoPrimary}{974} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoTwoPct}{0.17} \newcommand{\SecCountFederatedLearningTwoZeroTwoThreeMultilabel}{8{,}515} \newcommand{\SecCountFederatedLearningTwoZeroTwoThreePrimary}{1{,}497} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoThreePct}{0.24} \newcommand{\SecCountFederatedLearningTwoZeroTwoFourMultilabel}{11{,}923} \newcommand{\SecCountFederatedLearningTwoZeroTwoFourPrimary}{2{,}070} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoFourPct}{0.28} \newcommand{\SecCountFederatedLearningTwoZeroTwoFiveMultilabel}{18{,}093} \newcommand{\SecCountFederatedLearningTwoZeroTwoFivePrimary}{2{,}544} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoFivePct}{0.28} \newcommand{\SecCountFederatedLearningTwoZeroTwoSixMultilabel}{17{,}070} \newcommand{\SecCountFederatedLearningTwoZeroTwoSixPrimary}{2{,}841} \newcommand{\SecSharePrimaryFederatedLearningTwoZeroTwoSixPct}{0.37} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroOneEightMultilabel}{11{,}378} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroOneEightPrimary}{3{,}105} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroOneEightPct}{0.62} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroOneNineMultilabel}{13{,}062} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroOneNinePrimary}{3{,}256} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroOneNinePct}{0.60} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoZeroMultilabel}{15{,}779} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoZeroPrimary}{4{,}157} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoZeroPct}{0.76} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoOneMultilabel}{17{,}795} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoOnePrimary}{4{,}241} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoOnePct}{0.76} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoTwoMultilabel}{20{,}053} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoTwoPrimary}{4{,}376} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.78} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoThreeMultilabel}{25{,}211} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoThreePrimary}{5{,}010} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoThreePct}{0.79} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoFourMultilabel}{34{,}579} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoFourPrimary}{6{,}686} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoFourPct}{0.90} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoFiveMultilabel}{49{,}266} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoFivePrimary}{8{,}817} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoFivePct}{0.99} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoSixMultilabel}{41{,}713} \newcommand{\SecCountPrivacyPreservingComputationTwoZeroTwoSixPrimary}{7{,}625} \newcommand{\SecSharePrimaryPrivacyPreservingComputationTwoZeroTwoSixPct}{0.99} \newcommand{\SecCagrMultilabelCybersecurityBaselinePct}{3.7} \newcommand{\SecRatioMultilabelCybersecurityBaseline}{1.16} \newcommand{\SecCagrPrimaryCybersecurityBaselinePct}{1.7} \newcommand{\SecCagrMultilabelCybersecurityPostPct}{24.7} \newcommand{\SecRatioMultilabelCybersecurityPost}{1.55} \newcommand{\SecCagrPrimaryCybersecurityPostPct}{27.2} \newcommand{\SecCagrMultilabelCybersecuritySpanPct}{21.2} \newcommand{\SecRatioMultilabelCybersecuritySpan}{1.78} \newcommand{\SecCagrPrimaryCybersecuritySpanPct}{23.2} \newcommand{\SecCountCybersecurityAllMultilabel}{829{,}538} \newcommand{\SecCountCybersecurityAllPrimary}{349{,}730} \newcommand{\SecCagrMultilabelAppliedCryptographyBaselinePct}{1.9} \newcommand{\SecRatioMultilabelAppliedCryptographyBaseline}{1.08} \newcommand{\SecCagrPrimaryAppliedCryptographyBaselinePct}{-1.1} \newcommand{\SecCagrMultilabelAppliedCryptographyPostPct}{20.4} \newcommand{\SecRatioMultilabelAppliedCryptographyPost}{1.45} \newcommand{\SecCagrPrimaryAppliedCryptographyPostPct}{14.1} \newcommand{\SecCagrMultilabelAppliedCryptographySpanPct}{17.3} \newcommand{\SecRatioMultilabelAppliedCryptographySpan}{1.61} \newcommand{\SecCagrPrimaryAppliedCryptographySpanPct}{12.4} \newcommand{\SecCountAppliedCryptographyAllMultilabel}{329{,}708} \newcommand{\SecCountAppliedCryptographyAllPrimary}{105{,}074} \newcommand{\SecCagrMultilabelBlockchainBaselinePct}{16.7} \newcommand{\SecRatioMultilabelBlockchainBaseline}{1.85} \newcommand{\SecCagrPrimaryBlockchainBaselinePct}{16.3} \newcommand{\SecCagrMultilabelBlockchainPostPct}{17.3} \newcommand{\SecRatioMultilabelBlockchainPost}{1.37} \newcommand{\SecCagrPrimaryBlockchainPostPct}{12.0} \newcommand{\SecCagrMultilabelBlockchainSpanPct}{18.4} \newcommand{\SecRatioMultilabelBlockchainSpan}{1.66} \newcommand{\SecCagrPrimaryBlockchainSpanPct}{15.2} \newcommand{\SecCountBlockchainAllMultilabel}{190{,}653} \newcommand{\SecCountBlockchainAllPrimary}{108{,}609} \newcommand{\SecCagrMultilabelPrivacyPreservingComputationBaselinePct}{15.2} \newcommand{\SecRatioMultilabelPrivacyPreservingComputationBaseline}{1.76} \newcommand{\SecCagrPrimaryPrivacyPreservingComputationBaselinePct}{9.0} \newcommand{\SecCagrMultilabelPrivacyPreservingComputationPostPct}{39.8} \newcommand{\SecRatioMultilabelPrivacyPreservingComputationPost}{1.95} \newcommand{\SecCagrPrimaryPrivacyPreservingComputationPostPct}{32.7} \newcommand{\SecCagrMultilabelPrivacyPreservingComputationSpanPct}{34.9} \newcommand{\SecRatioMultilabelPrivacyPreservingComputationSpan}{2.46} \newcommand{\SecCagrPrimaryPrivacyPreservingComputationSpanPct}{26.3} \newcommand{\SecCountPrivacyPreservingComputationAllMultilabel}{228{,}836} \newcommand{\SecCountPrivacyPreservingComputationAllPrimary}{47{,}273} \newcommand{\SecCagrMultilabelFederatedLearningBaselinePct}{54.3} \newcommand{\SecRatioMultilabelFederatedLearningBaseline}{5.66} \newcommand{\SecCagrPrimaryFederatedLearningBaselinePct}{61.5} \newcommand{\SecCagrMultilabelFederatedLearningPostPct}{45.8} \newcommand{\SecRatioMultilabelFederatedLearningPost}{2.12} \newcommand{\SecCagrPrimaryFederatedLearningPostPct}{30.4} \newcommand{\SecCagrMultilabelFederatedLearningSpanPct}{45.4} \newcommand{\SecRatioMultilabelFederatedLearningSpan}{3.07} \newcommand{\SecCagrPrimaryFederatedLearningSpanPct}{37.7} \newcommand{\SecCountFederatedLearningAllMultilabel}{71{,}037} \newcommand{\SecCountFederatedLearningAllPrimary}{11{,}240} \newcommand{\SecCagrAppliedCryptographyNTwoZeroOneEight}{10{,}782} \newcommand{\SecCagrAppliedCryptographyNTwoZeroTwoTwo}{10{,}299} \newcommand{\SecCagrAppliedCryptographyNTwoZeroTwoThree}{11{,}219} \newcommand{\SecCagrAppliedCryptographyNTwoZeroTwoFive}{14{,}612} \newcommand{\SecCagrAppliedCryptographyCagrBaselinePct}{-1.1} \newcommand{\SecCagrAppliedCryptographyCagrPostPct}{14.1} \newcommand{\SecCagrAppliedCryptographyShareTwoZeroOneEightPct}{2.16} \newcommand{\SecCagrAppliedCryptographyShareTwoZeroTwoTwoPct}{1.84} \newcommand{\SecCagrAppliedCryptographyShareTwoZeroTwoFivePct}{1.64} \newcommand{\SecCagrBlockchainNTwoZeroOneEight}{6{,}441} \newcommand{\SecCagrBlockchainNTwoZeroTwoTwo}{11{,}770} \newcommand{\SecCagrBlockchainNTwoZeroTwoThree}{14{,}349} \newcommand{\SecCagrBlockchainNTwoZeroTwoFive}{18{,}012} \newcommand{\SecCagrBlockchainCagrBaselinePct}{16.3} \newcommand{\SecCagrBlockchainCagrPostPct}{12.0} \newcommand{\SecCagrBlockchainShareTwoZeroOneEightPct}{1.29} \newcommand{\SecCagrBlockchainShareTwoZeroTwoTwoPct}{2.10} \newcommand{\SecCagrBlockchainShareTwoZeroTwoFivePct}{2.02} \newcommand{\SecCagrCybersecurityNTwoZeroOneEight}{29{,}440} \newcommand{\SecCagrCybersecurityNTwoZeroTwoTwo}{31{,}554} \newcommand{\SecCagrCybersecurityNTwoZeroTwoThree}{36{,}481} \newcommand{\SecCagrCybersecurityNTwoZeroTwoFive}{59{,}044} \newcommand{\SecCagrCybersecurityCagrBaselinePct}{1.7} \newcommand{\SecCagrCybersecurityCagrPostPct}{27.2} \newcommand{\SecCagrCybersecurityShareTwoZeroOneEightPct}{5.89} \newcommand{\SecCagrCybersecurityShareTwoZeroTwoTwoPct}{5.63} \newcommand{\SecCagrCybersecurityShareTwoZeroTwoFivePct}{6.61} \newcommand{\SecCagrFederatedLearningNTwoZeroOneEight}{143} \newcommand{\SecCagrFederatedLearningNTwoZeroTwoTwo}{974} \newcommand{\SecCagrFederatedLearningNTwoZeroTwoThree}{1{,}497} \newcommand{\SecCagrFederatedLearningNTwoZeroTwoFive}{2{,}544} \newcommand{\SecCagrFederatedLearningCagrBaselinePct}{61.5} \newcommand{\SecCagrFederatedLearningCagrPostPct}{30.4} \newcommand{\SecCagrFederatedLearningShareTwoZeroOneEightPct}{0.03} \newcommand{\SecCagrFederatedLearningShareTwoZeroTwoTwoPct}{0.17} \newcommand{\SecCagrFederatedLearningShareTwoZeroTwoFivePct}{0.28} \newcommand{\SecCagrPrivacyPreservingComputationNTwoZeroOneEight}{3{,}105} \newcommand{\SecCagrPrivacyPreservingComputationNTwoZeroTwoTwo}{4{,}376} \newcommand{\SecCagrPrivacyPreservingComputationNTwoZeroTwoThree}{5{,}010} \newcommand{\SecCagrPrivacyPreservingComputationNTwoZeroTwoFive}{8{,}817} \newcommand{\SecCagrPrivacyPreservingComputationCagrBaselinePct}{9.0} \newcommand{\SecCagrPrivacyPreservingComputationCagrPostPct}{32.7} \newcommand{\SecCagrPrivacyPreservingComputationShareTwoZeroOneEightPct}{0.62} \newcommand{\SecCagrPrivacyPreservingComputationShareTwoZeroTwoTwoPct}{0.78} \newcommand{\SecCagrPrivacyPreservingComputationShareTwoZeroTwoFivePct}{0.99} \newcommand{\SecBreakAppliedCryptographyBpBreaksBic}{2022-07-01} \newcommand{\SecBreakAppliedCryptographyPelt}{2022-11, 2024-12} \newcommand{\SecBreakAppliedCryptographyBocpdResets}{none} \newcommand{\SecBreakAppliedCryptographyChatgptLevel}{0.002} \newcommand{\SecBreakAppliedCryptographyChatgptLevelP}{0.922} \newcommand{\SecBreakAppliedCryptographyGptThreeLevel}{-0.101} \newcommand{\SecBreakAppliedCryptographyGptThreeLevelP}{0.132} \newcommand{\SecBreakAppliedCryptographyDalleTwoLevel}{-0.052} \newcommand{\SecBreakAppliedCryptographyDalleTwoLevelP}{0.052} \newcommand{\SecBreakAppliedCryptographyGptFourLevel}{0.035} \newcommand{\SecBreakAppliedCryptographyGptFourLevelP}{0.082} \newcommand{\SecBreakAppliedCryptographyOOneLevel}{0.142} \newcommand{\SecBreakAppliedCryptographyOOneLevelP}{0.002} \newcommand{\SecBreakBlockchainBpBreaksBic}{2020-04-01} \newcommand{\SecBreakBlockchainPelt}{2019-02, 2022-12} \newcommand{\SecBreakBlockchainBocpdResets}{2019-03} \newcommand{\SecBreakBlockchainChatgptLevel}{-0.008} \newcommand{\SecBreakBlockchainChatgptLevelP}{0.858} \newcommand{\SecBreakBlockchainGptThreeLevel}{-0.065} \newcommand{\SecBreakBlockchainGptThreeLevelP}{0.362} \newcommand{\SecBreakBlockchainDalleTwoLevel}{-0.023} \newcommand{\SecBreakBlockchainDalleTwoLevelP}{0.654} \newcommand{\SecBreakBlockchainGptFourLevel}{-0.024} \newcommand{\SecBreakBlockchainGptFourLevelP}{0.571} \newcommand{\SecBreakBlockchainOOneLevel}{0.007} \newcommand{\SecBreakBlockchainOOneLevelP}{0.842} \newcommand{\SecBreakCybersecurityBpBreaksBic}{2022-07-01} \newcommand{\SecBreakCybersecurityPelt}{2022-11, 2024-12} \newcommand{\SecBreakCybersecurityBocpdResets}{none} \newcommand{\SecBreakCybersecurityChatgptLevel}{-0.021} \newcommand{\SecBreakCybersecurityChatgptLevelP}{0.408} \newcommand{\SecBreakCybersecurityGptThreeLevel}{-0.113} \newcommand{\SecBreakCybersecurityGptThreeLevelP}{0.121} \newcommand{\SecBreakCybersecurityDalleTwoLevel}{-0.083} \newcommand{\SecBreakCybersecurityDalleTwoLevelP}{0.015} \newcommand{\SecBreakCybersecurityGptFourLevel}{0.010} \newcommand{\SecBreakCybersecurityGptFourLevelP}{0.713} \newcommand{\SecBreakCybersecurityOOneLevel}{0.149} \newcommand{\SecBreakCybersecurityOOneLevelP}{0.001} \newcommand{\SecBreakFederatedLearningBpBreaksBic}{2020-02-01} \newcommand{\SecBreakFederatedLearningPelt}{2020-02, 2023-05} \newcommand{\SecBreakFederatedLearningBocpdResets}{none} \newcommand{\SecBreakFederatedLearningChatgptLevel}{-0.126} \newcommand{\SecBreakFederatedLearningChatgptLevelP}{0.007} \newcommand{\SecBreakFederatedLearningGptThreeLevel}{0.166} \newcommand{\SecBreakFederatedLearningGptThreeLevelP}{0.002} \newcommand{\SecBreakFederatedLearningDalleTwoLevel}{-0.101} \newcommand{\SecBreakFederatedLearningDalleTwoLevelP}{0.067} \newcommand{\SecBreakFederatedLearningGptFourLevel}{-0.092} \newcommand{\SecBreakFederatedLearningGptFourLevelP}{0.075} \newcommand{\SecBreakFederatedLearningOOneLevel}{-0.115} \newcommand{\SecBreakFederatedLearningOOneLevelP}{0.010} \newcommand{\SecBreakPrivacyPreservingComputationBpBreaksBic}{2022-07-01} \newcommand{\SecBreakPrivacyPreservingComputationPelt}{2020-12, 2023-12} \newcommand{\SecBreakPrivacyPreservingComputationBocpdResets}{none} \newcommand{\SecBreakPrivacyPreservingComputationChatgptLevel}{-0.001} \newcommand{\SecBreakPrivacyPreservingComputationChatgptLevelP}{0.965} \newcommand{\SecBreakPrivacyPreservingComputationGptThreeLevel}{-0.044} \newcommand{\SecBreakPrivacyPreservingComputationGptThreeLevelP}{0.469} \newcommand{\SecBreakPrivacyPreservingComputationDalleTwoLevel}{-0.073} \newcommand{\SecBreakPrivacyPreservingComputationDalleTwoLevelP}{0.037} \newcommand{\SecBreakPrivacyPreservingComputationGptFourLevel}{0.042} \newcommand{\SecBreakPrivacyPreservingComputationGptFourLevelP}{0.200} \newcommand{\SecBreakPrivacyPreservingComputationOOneLevel}{0.198} \newcommand{\SecBreakPrivacyPreservingComputationOOneLevelP}{0.001} \newcommand{\SecFlowAiAgentsToCybersecurityTwoZeroOneNinePct}{1.6} \newcommand{\SecFlowAiAgentsToBlockchainTwoZeroOneNinePct}{0.7} \newcommand{\SecFlowAiAgentsToPrivacyPreservingComputationTwoZeroOneNinePct}{0.2} \newcommand{\SecFlowAiAgentsToAppliedCryptographyTwoZeroOneNinePct}{0.2} \newcommand{\SecFlowAiAgentsToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowAiSafetyToCybersecurityTwoZeroOneNinePct}{6.2} \newcommand{\SecFlowAiSafetyToPrivacyPreservingComputationTwoZeroOneNinePct}{1.8} \newcommand{\SecFlowAiSafetyToAppliedCryptographyTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowAiSafetyToBlockchainTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowAppliedCryptographyToAppliedCryptographyTwoZeroOneNinePct}{54.3} \newcommand{\SecFlowAppliedCryptographyToCybersecurityTwoZeroOneNinePct}{13.8} \newcommand{\SecFlowAppliedCryptographyToComputerNetworksTwoZeroOneNinePct}{6.0} \newcommand{\SecFlowAppliedCryptographyToComputerVisionTwoZeroOneNinePct}{5.4} \newcommand{\SecFlowAppliedCryptographyToBlockchainTwoZeroOneNinePct}{3.9} \newcommand{\SecFlowAppliedCryptographyToQuantumComputingTwoZeroOneNinePct}{2.8} \newcommand{\SecFlowAppliedCryptographyToPrivacyPreservingComputationTwoZeroOneNinePct}{2.0} \newcommand{\SecFlowAppliedCryptographyToEdgeComputingTwoZeroOneNinePct}{1.3} \newcommand{\SecFlowAppliedCryptographyToDistributedComputingTwoZeroOneNinePct}{1.2} \newcommand{\SecFlowAppliedCryptographyToDatabaseSystemsTwoZeroOneNinePct}{0.5} \newcommand{\SecFlowAppliedCryptographyToMlTheoryTwoZeroOneNinePct}{0.5} \newcommand{\SecFlowAppliedCryptographyToSoftwareEngineeringTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowAppliedCryptographyToHciTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowAppliedCryptographyToAiAgentsTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowAppliedCryptographyToGenerativeAiTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowAppliedCryptographyToAiSafetyTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowAppliedCryptographyToLlmTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowBlockchainToBlockchainTwoZeroOneNinePct}{61.4} \newcommand{\SecFlowBlockchainToCybersecurityTwoZeroOneNinePct}{8.5} \newcommand{\SecFlowBlockchainToComputerNetworksTwoZeroOneNinePct}{5.8} \newcommand{\SecFlowBlockchainToDistributedComputingTwoZeroOneNinePct}{5.8} \newcommand{\SecFlowBlockchainToEdgeComputingTwoZeroOneNinePct}{5.1} \newcommand{\SecFlowBlockchainToAppliedCryptographyTwoZeroOneNinePct}{4.1} \newcommand{\SecFlowBlockchainToDatabaseSystemsTwoZeroOneNinePct}{1.1} \newcommand{\SecFlowBlockchainToSoftwareEngineeringTwoZeroOneNinePct}{1.1} \newcommand{\SecFlowBlockchainToPrivacyPreservingComputationTwoZeroOneNinePct}{1.0} \newcommand{\SecFlowBlockchainToHciTwoZeroOneNinePct}{0.5} \newcommand{\SecFlowBlockchainToComputerVisionTwoZeroOneNinePct}{0.5} \newcommand{\SecFlowBlockchainToMlTheoryTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowBlockchainToAiAgentsTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowBlockchainToAiSafetyTwoZeroOneNinePct}{0.2} \newcommand{\SecFlowBlockchainToQuantumComputingTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowBlockchainToGenerativeAiTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowBlockchainToLlmTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowBlockchainToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowComputerNetworksToCybersecurityTwoZeroOneNinePct}{3.9} \newcommand{\SecFlowComputerNetworksToAppliedCryptographyTwoZeroOneNinePct}{0.7} \newcommand{\SecFlowComputerNetworksToBlockchainTwoZeroOneNinePct}{0.6} \newcommand{\SecFlowComputerNetworksToPrivacyPreservingComputationTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowComputerNetworksToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowCybersecurityToCybersecurityTwoZeroOneNinePct}{49.2} \newcommand{\SecFlowCybersecurityToComputerNetworksTwoZeroOneNinePct}{10.3} \newcommand{\SecFlowCybersecurityToComputerVisionTwoZeroOneNinePct}{7.7} \newcommand{\SecFlowCybersecurityToAppliedCryptographyTwoZeroOneNinePct}{6.3} \newcommand{\SecFlowCybersecurityToBlockchainTwoZeroOneNinePct}{2.7} \newcommand{\SecFlowCybersecurityToSoftwareEngineeringTwoZeroOneNinePct}{2.5} \newcommand{\SecFlowCybersecurityToEdgeComputingTwoZeroOneNinePct}{2.1} \newcommand{\SecFlowCybersecurityToMlTheoryTwoZeroOneNinePct}{2.0} \newcommand{\SecFlowCybersecurityToPrivacyPreservingComputationTwoZeroOneNinePct}{1.8} \newcommand{\SecFlowCybersecurityToHciTwoZeroOneNinePct}{1.0} \newcommand{\SecFlowCybersecurityToDistributedComputingTwoZeroOneNinePct}{0.8} \newcommand{\SecFlowCybersecurityToDatabaseSystemsTwoZeroOneNinePct}{0.8} \newcommand{\SecFlowCybersecurityToQuantumComputingTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowCybersecurityToAiAgentsTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowCybersecurityToAiSafetyTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowCybersecurityToGenerativeAiTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowCybersecurityToLlmTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowCybersecurityToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowDistributedComputingToBlockchainTwoZeroOneNinePct}{4.8} \newcommand{\SecFlowDistributedComputingToCybersecurityTwoZeroOneNinePct}{2.3} \newcommand{\SecFlowDistributedComputingToAppliedCryptographyTwoZeroOneNinePct}{1.4} \newcommand{\SecFlowDistributedComputingToPrivacyPreservingComputationTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowDistributedComputingToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowEdgeComputingToCybersecurityTwoZeroOneNinePct}{7.0} \newcommand{\SecFlowEdgeComputingToBlockchainTwoZeroOneNinePct}{4.3} \newcommand{\SecFlowEdgeComputingToAppliedCryptographyTwoZeroOneNinePct}{1.3} \newcommand{\SecFlowEdgeComputingToPrivacyPreservingComputationTwoZeroOneNinePct}{1.2} \newcommand{\SecFlowEdgeComputingToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowFederatedLearningToMlTheoryTwoZeroOneNinePct}{17.6} \newcommand{\SecFlowFederatedLearningToFederatedLearningTwoZeroOneNinePct}{10.8} \newcommand{\SecFlowFederatedLearningToPrivacyPreservingComputationTwoZeroOneNinePct}{9.0} \newcommand{\SecFlowFederatedLearningToComputerNetworksTwoZeroOneNinePct}{7.5} \newcommand{\SecFlowFederatedLearningToDistributedComputingTwoZeroOneNinePct}{7.2} \newcommand{\SecFlowFederatedLearningToCybersecurityTwoZeroOneNinePct}{6.5} \newcommand{\SecFlowFederatedLearningToComputerVisionTwoZeroOneNinePct}{5.7} \newcommand{\SecFlowFederatedLearningToEdgeComputingTwoZeroOneNinePct}{3.2} \newcommand{\SecFlowFederatedLearningToAppliedCryptographyTwoZeroOneNinePct}{2.5} \newcommand{\SecFlowFederatedLearningToHciTwoZeroOneNinePct}{2.5} \newcommand{\SecFlowFederatedLearningToBlockchainTwoZeroOneNinePct}{1.1} \newcommand{\SecFlowFederatedLearningToAiAgentsTwoZeroOneNinePct}{1.1} \newcommand{\SecFlowFederatedLearningToAiSafetyTwoZeroOneNinePct}{0.7} \newcommand{\SecFlowFederatedLearningToDatabaseSystemsTwoZeroOneNinePct}{0.7} \newcommand{\SecFlowFederatedLearningToGenerativeAiTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowFederatedLearningToSoftwareEngineeringTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowGenerativeAiToCybersecurityTwoZeroOneNinePct}{2.2} \newcommand{\SecFlowGenerativeAiToPrivacyPreservingComputationTwoZeroOneNinePct}{1.3} \newcommand{\SecFlowGenerativeAiToAppliedCryptographyTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowGenerativeAiToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowLlmToCybersecurityTwoZeroOneNinePct}{0.9} \newcommand{\SecFlowLlmToPrivacyPreservingComputationTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowLlmToAppliedCryptographyTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowLlmToBlockchainTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowLlmToFederatedLearningTwoZeroOneNinePct}{0.0} \newcommand{\SecFlowPrivacyPreservingComputationToPrivacyPreservingComputationTwoZeroOneNinePct}{32.5} \newcommand{\SecFlowPrivacyPreservingComputationToCybersecurityTwoZeroOneNinePct}{15.3} \newcommand{\SecFlowPrivacyPreservingComputationToComputerNetworksTwoZeroOneNinePct}{9.3} \newcommand{\SecFlowPrivacyPreservingComputationToAppliedCryptographyTwoZeroOneNinePct}{7.0} \newcommand{\SecFlowPrivacyPreservingComputationToMlTheoryTwoZeroOneNinePct}{4.9} \newcommand{\SecFlowPrivacyPreservingComputationToComputerVisionTwoZeroOneNinePct}{4.0} \newcommand{\SecFlowPrivacyPreservingComputationToDatabaseSystemsTwoZeroOneNinePct}{3.4} \newcommand{\SecFlowPrivacyPreservingComputationToEdgeComputingTwoZeroOneNinePct}{3.0} \newcommand{\SecFlowPrivacyPreservingComputationToHciTwoZeroOneNinePct}{2.8} \newcommand{\SecFlowPrivacyPreservingComputationToBlockchainTwoZeroOneNinePct}{1.8} \newcommand{\SecFlowPrivacyPreservingComputationToDistributedComputingTwoZeroOneNinePct}{1.0} \newcommand{\SecFlowPrivacyPreservingComputationToSoftwareEngineeringTwoZeroOneNinePct}{0.9} \newcommand{\SecFlowPrivacyPreservingComputationToAiSafetyTwoZeroOneNinePct}{0.7} \newcommand{\SecFlowPrivacyPreservingComputationToGenerativeAiTwoZeroOneNinePct}{0.4} \newcommand{\SecFlowPrivacyPreservingComputationToFederatedLearningTwoZeroOneNinePct}{0.3} \newcommand{\SecFlowPrivacyPreservingComputationToAiAgentsTwoZeroOneNinePct}{0.2} \newcommand{\SecFlowPrivacyPreservingComputationToLlmTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowPrivacyPreservingComputationToQuantumComputingTwoZeroOneNinePct}{0.1} \newcommand{\SecFlowAiAgentsToCybersecurityTwoZeroTwoTwoPct}{2.5} \newcommand{\SecFlowAiAgentsToBlockchainTwoZeroTwoTwoPct}{0.6} \newcommand{\SecFlowAiAgentsToPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowAiAgentsToAppliedCryptographyTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowAiAgentsToFederatedLearningTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowAiSafetyToCybersecurityTwoZeroTwoTwoPct}{4.1} \newcommand{\SecFlowAiSafetyToPrivacyPreservingComputationTwoZeroTwoTwoPct}{2.1} \newcommand{\SecFlowAiSafetyToBlockchainTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowAiSafetyToAppliedCryptographyTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowAiSafetyToFederatedLearningTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToAppliedCryptographyTwoZeroTwoTwoPct}{52.0} \newcommand{\SecFlowAppliedCryptographyToCybersecurityTwoZeroTwoTwoPct}{13.5} \newcommand{\SecFlowAppliedCryptographyToComputerVisionTwoZeroTwoTwoPct}{6.4} \newcommand{\SecFlowAppliedCryptographyToComputerNetworksTwoZeroTwoTwoPct}{5.4} \newcommand{\SecFlowAppliedCryptographyToBlockchainTwoZeroTwoTwoPct}{4.7} \newcommand{\SecFlowAppliedCryptographyToQuantumComputingTwoZeroTwoTwoPct}{3.0} \newcommand{\SecFlowAppliedCryptographyToPrivacyPreservingComputationTwoZeroTwoTwoPct}{2.1} \newcommand{\SecFlowAppliedCryptographyToEdgeComputingTwoZeroTwoTwoPct}{1.8} \newcommand{\SecFlowAppliedCryptographyToDistributedComputingTwoZeroTwoTwoPct}{1.0} \newcommand{\SecFlowAppliedCryptographyToMlTheoryTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowAppliedCryptographyToDatabaseSystemsTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowAppliedCryptographyToSoftwareEngineeringTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowAppliedCryptographyToHciTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowAppliedCryptographyToFederatedLearningTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToAiAgentsTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToGenerativeAiTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowAppliedCryptographyToAiSafetyTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowAppliedCryptographyToLlmTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowBlockchainToBlockchainTwoZeroTwoTwoPct}{61.7} \newcommand{\SecFlowBlockchainToCybersecurityTwoZeroTwoTwoPct}{7.4} \newcommand{\SecFlowBlockchainToComputerNetworksTwoZeroTwoTwoPct}{7.0} \newcommand{\SecFlowBlockchainToEdgeComputingTwoZeroTwoTwoPct}{5.5} \newcommand{\SecFlowBlockchainToDistributedComputingTwoZeroTwoTwoPct}{3.8} \newcommand{\SecFlowBlockchainToAppliedCryptographyTwoZeroTwoTwoPct}{3.6} \newcommand{\SecFlowBlockchainToSoftwareEngineeringTwoZeroTwoTwoPct}{1.3} \newcommand{\SecFlowBlockchainToPrivacyPreservingComputationTwoZeroTwoTwoPct}{1.1} \newcommand{\SecFlowBlockchainToDatabaseSystemsTwoZeroTwoTwoPct}{1.0} \newcommand{\SecFlowBlockchainToComputerVisionTwoZeroTwoTwoPct}{1.0} \newcommand{\SecFlowBlockchainToHciTwoZeroTwoTwoPct}{0.7} \newcommand{\SecFlowBlockchainToMlTheoryTwoZeroTwoTwoPct}{0.6} \newcommand{\SecFlowBlockchainToAiAgentsTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowBlockchainToFederatedLearningTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowBlockchainToQuantumComputingTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowBlockchainToAiSafetyTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowBlockchainToGenerativeAiTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowBlockchainToLlmTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowComputerNetworksToCybersecurityTwoZeroTwoTwoPct}{5.4} \newcommand{\SecFlowComputerNetworksToBlockchainTwoZeroTwoTwoPct}{1.1} \newcommand{\SecFlowComputerNetworksToAppliedCryptographyTwoZeroTwoTwoPct}{0.7} \newcommand{\SecFlowComputerNetworksToPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowComputerNetworksToFederatedLearningTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowCybersecurityToCybersecurityTwoZeroTwoTwoPct}{47.8} \newcommand{\SecFlowCybersecurityToComputerNetworksTwoZeroTwoTwoPct}{12.5} \newcommand{\SecFlowCybersecurityToComputerVisionTwoZeroTwoTwoPct}{8.0} \newcommand{\SecFlowCybersecurityToAppliedCryptographyTwoZeroTwoTwoPct}{5.2} \newcommand{\SecFlowCybersecurityToBlockchainTwoZeroTwoTwoPct}{3.0} \newcommand{\SecFlowCybersecurityToEdgeComputingTwoZeroTwoTwoPct}{2.4} \newcommand{\SecFlowCybersecurityToSoftwareEngineeringTwoZeroTwoTwoPct}{2.3} \newcommand{\SecFlowCybersecurityToMlTheoryTwoZeroTwoTwoPct}{2.2} \newcommand{\SecFlowCybersecurityToPrivacyPreservingComputationTwoZeroTwoTwoPct}{1.8} \newcommand{\SecFlowCybersecurityToHciTwoZeroTwoTwoPct}{1.2} \newcommand{\SecFlowCybersecurityToDistributedComputingTwoZeroTwoTwoPct}{0.7} \newcommand{\SecFlowCybersecurityToDatabaseSystemsTwoZeroTwoTwoPct}{0.6} \newcommand{\SecFlowCybersecurityToQuantumComputingTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowCybersecurityToAiSafetyTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowCybersecurityToAiAgentsTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowCybersecurityToGenerativeAiTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowCybersecurityToLlmTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowCybersecurityToFederatedLearningTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowDistributedComputingToBlockchainTwoZeroTwoTwoPct}{5.4} \newcommand{\SecFlowDistributedComputingToCybersecurityTwoZeroTwoTwoPct}{2.6} \newcommand{\SecFlowDistributedComputingToAppliedCryptographyTwoZeroTwoTwoPct}{1.3} \newcommand{\SecFlowDistributedComputingToPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowDistributedComputingToFederatedLearningTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowEdgeComputingToCybersecurityTwoZeroTwoTwoPct}{6.5} \newcommand{\SecFlowEdgeComputingToBlockchainTwoZeroTwoTwoPct}{5.3} \newcommand{\SecFlowEdgeComputingToAppliedCryptographyTwoZeroTwoTwoPct}{1.5} \newcommand{\SecFlowEdgeComputingToPrivacyPreservingComputationTwoZeroTwoTwoPct}{1.5} \newcommand{\SecFlowEdgeComputingToFederatedLearningTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowFederatedLearningToMlTheoryTwoZeroTwoTwoPct}{17.9} \newcommand{\SecFlowFederatedLearningToComputerNetworksTwoZeroTwoTwoPct}{13.7} \newcommand{\SecFlowFederatedLearningToPrivacyPreservingComputationTwoZeroTwoTwoPct}{11.6} \newcommand{\SecFlowFederatedLearningToComputerVisionTwoZeroTwoTwoPct}{10.3} \newcommand{\SecFlowFederatedLearningToFederatedLearningTwoZeroTwoTwoPct}{10.3} \newcommand{\SecFlowFederatedLearningToEdgeComputingTwoZeroTwoTwoPct}{6.5} \newcommand{\SecFlowFederatedLearningToCybersecurityTwoZeroTwoTwoPct}{6.1} \newcommand{\SecFlowFederatedLearningToDistributedComputingTwoZeroTwoTwoPct}{2.8} \newcommand{\SecFlowFederatedLearningToAppliedCryptographyTwoZeroTwoTwoPct}{2.3} \newcommand{\SecFlowFederatedLearningToBlockchainTwoZeroTwoTwoPct}{1.8} \newcommand{\SecFlowFederatedLearningToHciTwoZeroTwoTwoPct}{0.9} \newcommand{\SecFlowFederatedLearningToAiSafetyTwoZeroTwoTwoPct}{0.7} \newcommand{\SecFlowFederatedLearningToSoftwareEngineeringTwoZeroTwoTwoPct}{0.7} \newcommand{\SecFlowFederatedLearningToDatabaseSystemsTwoZeroTwoTwoPct}{0.6} \newcommand{\SecFlowFederatedLearningToGenerativeAiTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowFederatedLearningToLlmTwoZeroTwoTwoPct}{0.3} \newcommand{\SecFlowFederatedLearningToQuantumComputingTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowFederatedLearningToAiAgentsTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowGenerativeAiToCybersecurityTwoZeroTwoTwoPct}{1.8} \newcommand{\SecFlowGenerativeAiToPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.9} \newcommand{\SecFlowGenerativeAiToBlockchainTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowGenerativeAiToAppliedCryptographyTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowGenerativeAiToFederatedLearningTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowLlmToCybersecurityTwoZeroTwoTwoPct}{0.9} \newcommand{\SecFlowLlmToPrivacyPreservingComputationTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowLlmToBlockchainTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowLlmToAppliedCryptographyTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowLlmToFederatedLearningTwoZeroTwoTwoPct}{0.0} \newcommand{\SecFlowPrivacyPreservingComputationToPrivacyPreservingComputationTwoZeroTwoTwoPct}{31.4} \newcommand{\SecFlowPrivacyPreservingComputationToCybersecurityTwoZeroTwoTwoPct}{13.1} \newcommand{\SecFlowPrivacyPreservingComputationToComputerNetworksTwoZeroTwoTwoPct}{7.4} \newcommand{\SecFlowPrivacyPreservingComputationToMlTheoryTwoZeroTwoTwoPct}{6.5} \newcommand{\SecFlowPrivacyPreservingComputationToComputerVisionTwoZeroTwoTwoPct}{6.4} \newcommand{\SecFlowPrivacyPreservingComputationToAppliedCryptographyTwoZeroTwoTwoPct}{5.4} \newcommand{\SecFlowPrivacyPreservingComputationToHciTwoZeroTwoTwoPct}{3.5} \newcommand{\SecFlowPrivacyPreservingComputationToEdgeComputingTwoZeroTwoTwoPct}{3.4} \newcommand{\SecFlowPrivacyPreservingComputationToFederatedLearningTwoZeroTwoTwoPct}{2.6} \newcommand{\SecFlowPrivacyPreservingComputationToBlockchainTwoZeroTwoTwoPct}{2.1} \newcommand{\SecFlowPrivacyPreservingComputationToDatabaseSystemsTwoZeroTwoTwoPct}{2.0} \newcommand{\SecFlowPrivacyPreservingComputationToAiSafetyTwoZeroTwoTwoPct}{1.5} \newcommand{\SecFlowPrivacyPreservingComputationToDistributedComputingTwoZeroTwoTwoPct}{1.1} \newcommand{\SecFlowPrivacyPreservingComputationToSoftwareEngineeringTwoZeroTwoTwoPct}{0.9} \newcommand{\SecFlowPrivacyPreservingComputationToGenerativeAiTwoZeroTwoTwoPct}{0.5} \newcommand{\SecFlowPrivacyPreservingComputationToAiAgentsTwoZeroTwoTwoPct}{0.4} \newcommand{\SecFlowPrivacyPreservingComputationToLlmTwoZeroTwoTwoPct}{0.2} \newcommand{\SecFlowPrivacyPreservingComputationToQuantumComputingTwoZeroTwoTwoPct}{0.1} \newcommand{\SecFlowAiAgentsToCybersecurityTwoZeroTwoFivePct}{2.5} \newcommand{\SecFlowAiAgentsToPrivacyPreservingComputationTwoZeroTwoFivePct}{0.6} \newcommand{\SecFlowAiAgentsToBlockchainTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowAiAgentsToAppliedCryptographyTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowAiAgentsToFederatedLearningTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowAiSafetyToCybersecurityTwoZeroTwoFivePct}{4.0} \newcommand{\SecFlowAiSafetyToPrivacyPreservingComputationTwoZeroTwoFivePct}{2.0} \newcommand{\SecFlowAiSafetyToBlockchainTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowAiSafetyToFederatedLearningTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowAiSafetyToAppliedCryptographyTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowAppliedCryptographyToAppliedCryptographyTwoZeroTwoFivePct}{49.5} \newcommand{\SecFlowAppliedCryptographyToCybersecurityTwoZeroTwoFivePct}{14.1} \newcommand{\SecFlowAppliedCryptographyToComputerVisionTwoZeroTwoFivePct}{5.8} \newcommand{\SecFlowAppliedCryptographyToComputerNetworksTwoZeroTwoFivePct}{5.5} \newcommand{\SecFlowAppliedCryptographyToBlockchainTwoZeroTwoFivePct}{5.1} \newcommand{\SecFlowAppliedCryptographyToQuantumComputingTwoZeroTwoFivePct}{4.1} \newcommand{\SecFlowAppliedCryptographyToPrivacyPreservingComputationTwoZeroTwoFivePct}{2.4} \newcommand{\SecFlowAppliedCryptographyToEdgeComputingTwoZeroTwoFivePct}{2.0} \newcommand{\SecFlowAppliedCryptographyToDistributedComputingTwoZeroTwoFivePct}{1.1} \newcommand{\SecFlowAppliedCryptographyToMlTheoryTwoZeroTwoFivePct}{0.6} \newcommand{\SecFlowAppliedCryptographyToFederatedLearningTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowAppliedCryptographyToDatabaseSystemsTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowAppliedCryptographyToHciTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowAppliedCryptographyToSoftwareEngineeringTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowAppliedCryptographyToAiAgentsTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowAppliedCryptographyToGenerativeAiTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowAppliedCryptographyToAiSafetyTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowAppliedCryptographyToLlmTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowBlockchainToBlockchainTwoZeroTwoFivePct}{57.2} \newcommand{\SecFlowBlockchainToCybersecurityTwoZeroTwoFivePct}{9.2} \newcommand{\SecFlowBlockchainToComputerNetworksTwoZeroTwoFivePct}{6.3} \newcommand{\SecFlowBlockchainToEdgeComputingTwoZeroTwoFivePct}{5.1} \newcommand{\SecFlowBlockchainToAppliedCryptographyTwoZeroTwoFivePct}{4.1} \newcommand{\SecFlowBlockchainToDistributedComputingTwoZeroTwoFivePct}{3.6} \newcommand{\SecFlowBlockchainToSoftwareEngineeringTwoZeroTwoFivePct}{1.8} \newcommand{\SecFlowBlockchainToPrivacyPreservingComputationTwoZeroTwoFivePct}{1.4} \newcommand{\SecFlowBlockchainToComputerVisionTwoZeroTwoFivePct}{1.3} \newcommand{\SecFlowBlockchainToHciTwoZeroTwoFivePct}{1.1} \newcommand{\SecFlowBlockchainToMlTheoryTwoZeroTwoFivePct}{1.0} \newcommand{\SecFlowBlockchainToDatabaseSystemsTwoZeroTwoFivePct}{0.9} \newcommand{\SecFlowBlockchainToFederatedLearningTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowBlockchainToQuantumComputingTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowBlockchainToAiSafetyTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowBlockchainToLlmTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowBlockchainToAiAgentsTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowBlockchainToGenerativeAiTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowComputerNetworksToCybersecurityTwoZeroTwoFivePct}{6.8} \newcommand{\SecFlowComputerNetworksToBlockchainTwoZeroTwoFivePct}{0.8} \newcommand{\SecFlowComputerNetworksToAppliedCryptographyTwoZeroTwoFivePct}{0.7} \newcommand{\SecFlowComputerNetworksToPrivacyPreservingComputationTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowComputerNetworksToFederatedLearningTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowCybersecurityToCybersecurityTwoZeroTwoFivePct}{47.5} \newcommand{\SecFlowCybersecurityToComputerNetworksTwoZeroTwoFivePct}{13.6} \newcommand{\SecFlowCybersecurityToComputerVisionTwoZeroTwoFivePct}{7.6} \newcommand{\SecFlowCybersecurityToAppliedCryptographyTwoZeroTwoFivePct}{4.5} \newcommand{\SecFlowCybersecurityToBlockchainTwoZeroTwoFivePct}{2.7} \newcommand{\SecFlowCybersecurityToSoftwareEngineeringTwoZeroTwoFivePct}{2.6} \newcommand{\SecFlowCybersecurityToMlTheoryTwoZeroTwoFivePct}{2.4} \newcommand{\SecFlowCybersecurityToEdgeComputingTwoZeroTwoFivePct}{2.3} \newcommand{\SecFlowCybersecurityToPrivacyPreservingComputationTwoZeroTwoFivePct}{1.8} \newcommand{\SecFlowCybersecurityToHciTwoZeroTwoFivePct}{1.1} \newcommand{\SecFlowCybersecurityToLlmTwoZeroTwoFivePct}{0.7} \newcommand{\SecFlowCybersecurityToDistributedComputingTwoZeroTwoFivePct}{0.6} \newcommand{\SecFlowCybersecurityToDatabaseSystemsTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowCybersecurityToAiSafetyTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowCybersecurityToQuantumComputingTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowCybersecurityToFederatedLearningTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowCybersecurityToGenerativeAiTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowCybersecurityToAiAgentsTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowDistributedComputingToBlockchainTwoZeroTwoFivePct}{3.7} \newcommand{\SecFlowDistributedComputingToCybersecurityTwoZeroTwoFivePct}{2.9} \newcommand{\SecFlowDistributedComputingToAppliedCryptographyTwoZeroTwoFivePct}{1.2} \newcommand{\SecFlowDistributedComputingToPrivacyPreservingComputationTwoZeroTwoFivePct}{0.6} \newcommand{\SecFlowDistributedComputingToFederatedLearningTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowEdgeComputingToCybersecurityTwoZeroTwoFivePct}{6.3} \newcommand{\SecFlowEdgeComputingToBlockchainTwoZeroTwoFivePct}{3.9} \newcommand{\SecFlowEdgeComputingToPrivacyPreservingComputationTwoZeroTwoFivePct}{2.0} \newcommand{\SecFlowEdgeComputingToAppliedCryptographyTwoZeroTwoFivePct}{1.6} \newcommand{\SecFlowEdgeComputingToFederatedLearningTwoZeroTwoFivePct}{1.2} \newcommand{\SecFlowFederatedLearningToFederatedLearningTwoZeroTwoFivePct}{16.0} \newcommand{\SecFlowFederatedLearningToPrivacyPreservingComputationTwoZeroTwoFivePct}{15.5} \newcommand{\SecFlowFederatedLearningToMlTheoryTwoZeroTwoFivePct}{13.0} \newcommand{\SecFlowFederatedLearningToComputerNetworksTwoZeroTwoFivePct}{10.4} \newcommand{\SecFlowFederatedLearningToComputerVisionTwoZeroTwoFivePct}{10.0} \newcommand{\SecFlowFederatedLearningToCybersecurityTwoZeroTwoFivePct}{6.8} \newcommand{\SecFlowFederatedLearningToEdgeComputingTwoZeroTwoFivePct}{6.7} \newcommand{\SecFlowFederatedLearningToAppliedCryptographyTwoZeroTwoFivePct}{2.1} \newcommand{\SecFlowFederatedLearningToBlockchainTwoZeroTwoFivePct}{2.0} \newcommand{\SecFlowFederatedLearningToDistributedComputingTwoZeroTwoFivePct}{1.8} \newcommand{\SecFlowFederatedLearningToAiSafetyTwoZeroTwoFivePct}{0.9} \newcommand{\SecFlowFederatedLearningToDatabaseSystemsTwoZeroTwoFivePct}{0.6} \newcommand{\SecFlowFederatedLearningToHciTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowFederatedLearningToLlmTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowFederatedLearningToGenerativeAiTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowFederatedLearningToSoftwareEngineeringTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowFederatedLearningToAiAgentsTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowFederatedLearningToQuantumComputingTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowGenerativeAiToCybersecurityTwoZeroTwoFivePct}{1.8} \newcommand{\SecFlowGenerativeAiToPrivacyPreservingComputationTwoZeroTwoFivePct}{1.0} \newcommand{\SecFlowGenerativeAiToBlockchainTwoZeroTwoFivePct}{0.3} \newcommand{\SecFlowGenerativeAiToAppliedCryptographyTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowGenerativeAiToFederatedLearningTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowLlmToCybersecurityTwoZeroTwoFivePct}{1.6} \newcommand{\SecFlowLlmToPrivacyPreservingComputationTwoZeroTwoFivePct}{0.5} \newcommand{\SecFlowLlmToBlockchainTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowLlmToFederatedLearningTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowLlmToAppliedCryptographyTwoZeroTwoFivePct}{0.1} \newcommand{\SecFlowPrivacyPreservingComputationToPrivacyPreservingComputationTwoZeroTwoFivePct}{24.4} \newcommand{\SecFlowPrivacyPreservingComputationToCybersecurityTwoZeroTwoFivePct}{11.2} \newcommand{\SecFlowPrivacyPreservingComputationToComputerVisionTwoZeroTwoFivePct}{8.4} \newcommand{\SecFlowPrivacyPreservingComputationToMlTheoryTwoZeroTwoFivePct}{7.2} \newcommand{\SecFlowPrivacyPreservingComputationToComputerNetworksTwoZeroTwoFivePct}{7.1} \newcommand{\SecFlowPrivacyPreservingComputationToFederatedLearningTwoZeroTwoFivePct}{6.1} \newcommand{\SecFlowPrivacyPreservingComputationToAppliedCryptographyTwoZeroTwoFivePct}{4.1} \newcommand{\SecFlowPrivacyPreservingComputationToEdgeComputingTwoZeroTwoFivePct}{3.8} \newcommand{\SecFlowPrivacyPreservingComputationToHciTwoZeroTwoFivePct}{2.8} \newcommand{\SecFlowPrivacyPreservingComputationToBlockchainTwoZeroTwoFivePct}{2.3} \newcommand{\SecFlowPrivacyPreservingComputationToDatabaseSystemsTwoZeroTwoFivePct}{1.9} \newcommand{\SecFlowPrivacyPreservingComputationToLlmTwoZeroTwoFivePct}{1.6} \newcommand{\SecFlowPrivacyPreservingComputationToAiSafetyTwoZeroTwoFivePct}{1.6} \newcommand{\SecFlowPrivacyPreservingComputationToDistributedComputingTwoZeroTwoFivePct}{1.2} \newcommand{\SecFlowPrivacyPreservingComputationToGenerativeAiTwoZeroTwoFivePct}{1.0} \newcommand{\SecFlowPrivacyPreservingComputationToSoftwareEngineeringTwoZeroTwoFivePct}{0.7} \newcommand{\SecFlowPrivacyPreservingComputationToAiAgentsTwoZeroTwoFivePct}{0.4} \newcommand{\SecFlowPrivacyPreservingComputationToQuantumComputingTwoZeroTwoFivePct}{0.2} \newcommand{\SecFlowAiAgentsToCybersecurityTwoZeroTwoSixPct}{2.7} \newcommand{\SecFlowAiAgentsToPrivacyPreservingComputationTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowAiAgentsToBlockchainTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowAiAgentsToAppliedCryptographyTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowAiAgentsToFederatedLearningTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowAiSafetyToCybersecurityTwoZeroTwoSixPct}{4.0} \newcommand{\SecFlowAiSafetyToPrivacyPreservingComputationTwoZeroTwoSixPct}{1.9} \newcommand{\SecFlowAiSafetyToBlockchainTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowAiSafetyToFederatedLearningTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowAiSafetyToAppliedCryptographyTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowAppliedCryptographyToAppliedCryptographyTwoZeroTwoSixPct}{50.7} \newcommand{\SecFlowAppliedCryptographyToCybersecurityTwoZeroTwoSixPct}{14.7} \newcommand{\SecFlowAppliedCryptographyToComputerVisionTwoZeroTwoSixPct}{6.2} \newcommand{\SecFlowAppliedCryptographyToComputerNetworksTwoZeroTwoSixPct}{5.4} \newcommand{\SecFlowAppliedCryptographyToBlockchainTwoZeroTwoSixPct}{3.8} \newcommand{\SecFlowAppliedCryptographyToQuantumComputingTwoZeroTwoSixPct}{3.2} \newcommand{\SecFlowAppliedCryptographyToPrivacyPreservingComputationTwoZeroTwoSixPct}{2.3} \newcommand{\SecFlowAppliedCryptographyToEdgeComputingTwoZeroTwoSixPct}{1.9} \newcommand{\SecFlowAppliedCryptographyToDistributedComputingTwoZeroTwoSixPct}{1.0} \newcommand{\SecFlowAppliedCryptographyToMlTheoryTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowAppliedCryptographyToFederatedLearningTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowAppliedCryptographyToDatabaseSystemsTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowAppliedCryptographyToSoftwareEngineeringTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowAppliedCryptographyToHciTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowAppliedCryptographyToLlmTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToAiSafetyTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToAiAgentsTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowAppliedCryptographyToGenerativeAiTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowBlockchainToBlockchainTwoZeroTwoSixPct}{54.1} \newcommand{\SecFlowBlockchainToCybersecurityTwoZeroTwoSixPct}{9.8} \newcommand{\SecFlowBlockchainToComputerNetworksTwoZeroTwoSixPct}{6.7} \newcommand{\SecFlowBlockchainToEdgeComputingTwoZeroTwoSixPct}{5.0} \newcommand{\SecFlowBlockchainToAppliedCryptographyTwoZeroTwoSixPct}{4.3} \newcommand{\SecFlowBlockchainToDistributedComputingTwoZeroTwoSixPct}{3.7} \newcommand{\SecFlowBlockchainToSoftwareEngineeringTwoZeroTwoSixPct}{2.5} \newcommand{\SecFlowBlockchainToPrivacyPreservingComputationTwoZeroTwoSixPct}{1.8} \newcommand{\SecFlowBlockchainToComputerVisionTwoZeroTwoSixPct}{1.3} \newcommand{\SecFlowBlockchainToMlTheoryTwoZeroTwoSixPct}{1.2} \newcommand{\SecFlowBlockchainToDatabaseSystemsTwoZeroTwoSixPct}{1.0} \newcommand{\SecFlowBlockchainToHciTwoZeroTwoSixPct}{0.9} \newcommand{\SecFlowBlockchainToFederatedLearningTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowBlockchainToQuantumComputingTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowBlockchainToAiSafetyTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowBlockchainToLlmTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowBlockchainToAiAgentsTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowBlockchainToGenerativeAiTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowComputerNetworksToCybersecurityTwoZeroTwoSixPct}{7.3} \newcommand{\SecFlowComputerNetworksToAppliedCryptographyTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowComputerNetworksToBlockchainTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowComputerNetworksToPrivacyPreservingComputationTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowComputerNetworksToFederatedLearningTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowCybersecurityToCybersecurityTwoZeroTwoSixPct}{49.0} \newcommand{\SecFlowCybersecurityToComputerNetworksTwoZeroTwoSixPct}{13.6} \newcommand{\SecFlowCybersecurityToComputerVisionTwoZeroTwoSixPct}{7.4} \newcommand{\SecFlowCybersecurityToAppliedCryptographyTwoZeroTwoSixPct}{3.9} \newcommand{\SecFlowCybersecurityToSoftwareEngineeringTwoZeroTwoSixPct}{2.8} \newcommand{\SecFlowCybersecurityToMlTheoryTwoZeroTwoSixPct}{2.4} \newcommand{\SecFlowCybersecurityToBlockchainTwoZeroTwoSixPct}{2.3} \newcommand{\SecFlowCybersecurityToEdgeComputingTwoZeroTwoSixPct}{2.1} \newcommand{\SecFlowCybersecurityToPrivacyPreservingComputationTwoZeroTwoSixPct}{1.6} \newcommand{\SecFlowCybersecurityToLlmTwoZeroTwoSixPct}{1.1} \newcommand{\SecFlowCybersecurityToHciTwoZeroTwoSixPct}{1.0} \newcommand{\SecFlowCybersecurityToQuantumComputingTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowCybersecurityToAiSafetyTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowCybersecurityToDistributedComputingTwoZeroTwoSixPct}{0.5} \newcommand{\SecFlowCybersecurityToDatabaseSystemsTwoZeroTwoSixPct}{0.5} \newcommand{\SecFlowCybersecurityToGenerativeAiTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowCybersecurityToFederatedLearningTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowCybersecurityToAiAgentsTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowDistributedComputingToBlockchainTwoZeroTwoSixPct}{3.5} \newcommand{\SecFlowDistributedComputingToCybersecurityTwoZeroTwoSixPct}{3.0} \newcommand{\SecFlowDistributedComputingToAppliedCryptographyTwoZeroTwoSixPct}{1.2} \newcommand{\SecFlowDistributedComputingToPrivacyPreservingComputationTwoZeroTwoSixPct}{0.5} \newcommand{\SecFlowDistributedComputingToFederatedLearningTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowEdgeComputingToCybersecurityTwoZeroTwoSixPct}{6.6} \newcommand{\SecFlowEdgeComputingToBlockchainTwoZeroTwoSixPct}{3.0} \newcommand{\SecFlowEdgeComputingToPrivacyPreservingComputationTwoZeroTwoSixPct}{2.3} \newcommand{\SecFlowEdgeComputingToAppliedCryptographyTwoZeroTwoSixPct}{1.7} \newcommand{\SecFlowEdgeComputingToFederatedLearningTwoZeroTwoSixPct}{1.3} \newcommand{\SecFlowFederatedLearningToPrivacyPreservingComputationTwoZeroTwoSixPct}{15.8} \newcommand{\SecFlowFederatedLearningToFederatedLearningTwoZeroTwoSixPct}{15.4} \newcommand{\SecFlowFederatedLearningToComputerNetworksTwoZeroTwoSixPct}{12.1} \newcommand{\SecFlowFederatedLearningToMlTheoryTwoZeroTwoSixPct}{10.9} \newcommand{\SecFlowFederatedLearningToComputerVisionTwoZeroTwoSixPct}{9.0} \newcommand{\SecFlowFederatedLearningToEdgeComputingTwoZeroTwoSixPct}{7.6} \newcommand{\SecFlowFederatedLearningToCybersecurityTwoZeroTwoSixPct}{7.2} \newcommand{\SecFlowFederatedLearningToAppliedCryptographyTwoZeroTwoSixPct}{2.1} \newcommand{\SecFlowFederatedLearningToBlockchainTwoZeroTwoSixPct}{2.1} \newcommand{\SecFlowFederatedLearningToDistributedComputingTwoZeroTwoSixPct}{1.7} \newcommand{\SecFlowFederatedLearningToLlmTwoZeroTwoSixPct}{1.1} \newcommand{\SecFlowFederatedLearningToAiSafetyTwoZeroTwoSixPct}{0.7} \newcommand{\SecFlowFederatedLearningToHciTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowFederatedLearningToDatabaseSystemsTwoZeroTwoSixPct}{0.5} \newcommand{\SecFlowFederatedLearningToSoftwareEngineeringTwoZeroTwoSixPct}{0.4} \newcommand{\SecFlowFederatedLearningToGenerativeAiTwoZeroTwoSixPct}{0.3} \newcommand{\SecFlowFederatedLearningToAiAgentsTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowFederatedLearningToQuantumComputingTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowGenerativeAiToCybersecurityTwoZeroTwoSixPct}{1.7} \newcommand{\SecFlowGenerativeAiToPrivacyPreservingComputationTwoZeroTwoSixPct}{0.9} \newcommand{\SecFlowGenerativeAiToBlockchainTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowGenerativeAiToFederatedLearningTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowGenerativeAiToAppliedCryptographyTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowLlmToCybersecurityTwoZeroTwoSixPct}{2.0} \newcommand{\SecFlowLlmToPrivacyPreservingComputationTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowLlmToBlockchainTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowLlmToFederatedLearningTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowLlmToAppliedCryptographyTwoZeroTwoSixPct}{0.1} \newcommand{\SecFlowPrivacyPreservingComputationToPrivacyPreservingComputationTwoZeroTwoSixPct}{25.7} \newcommand{\SecFlowPrivacyPreservingComputationToCybersecurityTwoZeroTwoSixPct}{12.0} \newcommand{\SecFlowPrivacyPreservingComputationToComputerVisionTwoZeroTwoSixPct}{7.5} \newcommand{\SecFlowPrivacyPreservingComputationToMlTheoryTwoZeroTwoSixPct}{6.5} \newcommand{\SecFlowPrivacyPreservingComputationToComputerNetworksTwoZeroTwoSixPct}{6.2} \newcommand{\SecFlowPrivacyPreservingComputationToFederatedLearningTwoZeroTwoSixPct}{5.7} \newcommand{\SecFlowPrivacyPreservingComputationToAppliedCryptographyTwoZeroTwoSixPct}{4.7} \newcommand{\SecFlowPrivacyPreservingComputationToEdgeComputingTwoZeroTwoSixPct}{3.6} \newcommand{\SecFlowPrivacyPreservingComputationToHciTwoZeroTwoSixPct}{2.5} \newcommand{\SecFlowPrivacyPreservingComputationToLlmTwoZeroTwoSixPct}{2.2} \newcommand{\SecFlowPrivacyPreservingComputationToBlockchainTwoZeroTwoSixPct}{2.1} \newcommand{\SecFlowPrivacyPreservingComputationToDatabaseSystemsTwoZeroTwoSixPct}{1.8} \newcommand{\SecFlowPrivacyPreservingComputationToAiSafetyTwoZeroTwoSixPct}{1.6} \newcommand{\SecFlowPrivacyPreservingComputationToDistributedComputingTwoZeroTwoSixPct}{1.0} \newcommand{\SecFlowPrivacyPreservingComputationToGenerativeAiTwoZeroTwoSixPct}{1.0} \newcommand{\SecFlowPrivacyPreservingComputationToSoftwareEngineeringTwoZeroTwoSixPct}{0.9} \newcommand{\SecFlowPrivacyPreservingComputationToAiAgentsTwoZeroTwoSixPct}{0.6} \newcommand{\SecFlowPrivacyPreservingComputationToQuantumComputingTwoZeroTwoSixPct}{0.2} \newcommand{\SecFlowAppliedCryptographyTotalTwoZeroOneNine}{17{,}783} \newcommand{\SecFlowAppliedCryptographyTotalTwoZeroTwoTwo}{71{,}899} \newcommand{\SecFlowAppliedCryptographyTotalTwoZeroTwoFive}{124{,}901} \newcommand{\SecFlowAppliedCryptographyTotalTwoZeroTwoSix}{83{,}865} \newcommand{\SecFlowBlockchainTotalTwoZeroOneNine}{19{,}877} \newcommand{\SecFlowBlockchainTotalTwoZeroTwoTwo}{110{,}937} \newcommand{\SecFlowBlockchainTotalTwoZeroTwoFive}{154{,}305} \newcommand{\SecFlowBlockchainTotalTwoZeroTwoSix}{86{,}875} \newcommand{\SecFlowCybersecurityTotalTwoZeroOneNine}{47{,}051} \newcommand{\SecFlowCybersecurityTotalTwoZeroTwoTwo}{226{,}033} \newcommand{\SecFlowCybersecurityTotalTwoZeroTwoFive}{458{,}928} \newcommand{\SecFlowCybersecurityTotalTwoZeroTwoSix}{289{,}376} \newcommand{\SecFlowFederatedLearningTotalTwoZeroOneNine}{279} \newcommand{\SecFlowFederatedLearningTotalTwoZeroTwoTwo}{10{,}464} \newcommand{\SecFlowFederatedLearningTotalTwoZeroTwoFive}{32{,}933} \newcommand{\SecFlowFederatedLearningTotalTwoZeroTwoSix}{29{,}919} \newcommand{\SecFlowPrivacyPreservingComputationTotalTwoZeroOneNine}{6{,}686} \newcommand{\SecFlowPrivacyPreservingComputationTotalTwoZeroTwoTwo}{37{,}649} \newcommand{\SecFlowPrivacyPreservingComputationTotalTwoZeroTwoFive}{82{,}044} \newcommand{\SecFlowPrivacyPreservingComputationTotalTwoZeroTwoSix}{52{,}767} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroOneEight}{16{,}451} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroOneEightPct}{55.4} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroOneEight}{6{,}716} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroOneEightPct}{9.9} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroOneEight}{4{,}182} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroOneEightPct}{14.1} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroOneEight}{3{,}298} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroOneEightPct}{30.3} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroOneEight}{2{,}668} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroOneEightPct}{9.0} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroOneEight}{1{,}015} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroOneEightPct}{9.3} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroOneEight}{929} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroOneEightPct}{1.4} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroOneEight}{571} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroOneEightPct}{0.8} \newcommand{\SecCoocCybersecurityLlmTwoZeroOneEight}{536} \newcommand{\SecCoocCybersecurityLlmTwoZeroOneEightPct}{0.8} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroOneEight}{492} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroOneEightPct}{0.7} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroOneEight}{416} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroOneEightPct}{40.0} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroOneEight}{368} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroOneEightPct}{3.2} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroOneEight}{320} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroOneEightPct}{0.5} \newcommand{\SecCoocBlockchainLlmTwoZeroOneEight}{263} \newcommand{\SecCoocBlockchainLlmTwoZeroOneEightPct}{2.4} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroOneEight}{257} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroOneEightPct}{0.4} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroOneEight}{181} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroOneEightPct}{0.6} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroOneEight}{155} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroOneEightPct}{1.4} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroOneEight}{123} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroOneEightPct}{0.4} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroOneEight}{88} 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\newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoTwoPct}{1.5} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoTwo}{80} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoTwoPct}{0.4} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoTwo}{53} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoTwoPct}{0.3} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoThree}{20{,}517} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoThreePct}{57.4} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoThree}{12{,}213} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoThreePct}{13.6} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoThree}{9{,}090} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoThreePct}{37.4} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoThree}{7{,}163} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoThreePct}{20.1} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoThree}{7{,}023} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoThreePct}{82.5} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoThree}{6{,}123} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoThreePct}{17.1} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoThree}{5{,}288} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoThreePct}{5.9} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoThree}{3{,}585} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoThreePct}{14.7} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoThree}{2{,}852} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoThreePct}{3.2} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoThree}{2{,}765} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoThreePct}{3.1} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoThree}{2{,}410} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoThreePct}{9.6} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoThree}{2{,}304} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoThreePct}{2.6} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoThree}{1{,}764} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoThreePct}{2.0} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoThree}{1{,}473} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoThreePct}{4.1} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoThree}{1{,}083} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoThreePct}{4.3} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoThree}{897} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoThreePct}{3.6} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoThree}{872} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoThreePct}{3.6} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoThree}{857} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoThreePct}{10.1} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoThree}{807} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoThreePct}{0.9} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoThree}{801} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoThreePct}{9.4} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoThree}{717} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoThreePct}{2.8} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoThree}{571} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoThreePct}{1.6} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoThree}{530} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoThreePct}{1.5} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoThree}{403} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoThreePct}{1.1} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoThree}{357} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoThreePct}{1.5} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoThree}{286} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoThreePct}{0.8} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoThree}{267} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoThreePct}{1.1} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoThree}{258} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoThreePct}{3.0} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoThree}{226} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoThreePct}{2.7} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoThree}{191} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoThreePct}{0.8} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoThree}{184} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoThreePct}{0.8} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoThree}{175} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoThreePct}{0.5} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoThree}{144} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoThreePct}{1.7} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoThree}{116} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoThreePct}{0.5} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoThree}{63} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoThreePct}{0.3} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoFour}{24{,}606} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoFourPct}{59.8} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoFour}{16{,}115} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoFourPct}{15.0} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoFour}{10{,}704} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoFourPct}{39.8} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoFour}{9{,}966} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoFourPct}{83.6} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoFour}{9{,}178} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoFourPct}{22.3} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoFour}{7{,}850} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoFourPct}{7.3} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoFour}{7{,}116} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoFourPct}{17.3} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoFour}{4{,}977} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoFourPct}{4.6} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoFour}{4{,}706} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoFourPct}{4.4} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoFour}{4{,}636} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoFourPct}{17.2} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoFour}{4{,}126} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoFourPct}{3.8} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoFour}{4{,}069} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoFourPct}{11.8} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoFour}{2{,}457} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoFourPct}{2.3} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoFour}{2{,}169} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoFourPct}{5.3} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoFour}{2{,}022} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoFourPct}{5.8} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoFour}{1{,}778} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoFourPct}{5.1} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoFour}{1{,}720} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoFourPct}{5.0} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoFour}{1{,}314} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoFourPct}{11.0} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoFour}{1{,}260} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoFourPct}{4.7} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoFour}{1{,}246} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoFourPct}{10.5} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoFour}{1{,}233} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoFourPct}{1.1} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoFour}{874} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoFourPct}{2.1} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoFour}{839} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoFourPct}{2.0} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoFour}{755} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoFourPct}{1.8} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoFour}{601} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoFourPct}{5.0} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoFour}{508} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoFourPct}{1.9} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoFour}{497} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoFourPct}{1.2} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoFour}{480} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoFourPct}{4.0} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoFour}{420} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoFourPct}{1.2} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoFour}{331} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoFourPct}{1.2} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoFour}{299} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoFourPct}{0.7} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoFour}{278} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoFourPct}{1.0} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoFour}{244} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoFourPct}{0.9} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoFour}{158} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoFourPct}{1.3} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoFour}{92} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoFourPct}{0.3} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoFive}{31{,}593} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoFivePct}{61.0} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoFive}{22{,}170} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoFivePct}{15.9} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoFive}{14{,}843} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoFivePct}{44.4} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoFive}{14{,}526} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoFivePct}{80.3} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoFive}{12{,}933} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoFivePct}{9.3} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoFive}{12{,}475} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoFivePct}{24.1} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoFive}{10{,}549} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoFivePct}{7.6} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoFive}{9{,}947} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoFivePct}{19.2} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoFive}{7{,}969} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoFivePct}{5.7} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoFive}{7{,}289} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoFivePct}{14.8} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoFive}{6{,}742} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoFivePct}{20.2} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoFive}{6{,}679} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoFivePct}{4.8} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoFive}{4{,}584} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoFivePct}{9.3} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoFive}{3{,}561} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoFivePct}{2.6} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoFive}{3{,}365} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoFivePct}{6.5} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoFive}{3{,}207} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoFivePct}{2.3} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoFive}{3{,}010} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoFivePct}{6.1} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoFive}{2{,}663} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoFivePct}{5.4} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoFive}{2{,}295} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoFivePct}{12.7} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoFive}{2{,}200} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoFivePct}{6.6} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoFive}{1{,}745} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoFivePct}{3.4} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoFive}{1{,}728} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoFivePct}{9.6} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoFive}{1{,}539} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoFivePct}{3.0} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoFive}{1{,}374} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoFivePct}{7.6} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoFive}{1{,}112} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoFivePct}{2.3} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoFive}{1{,}033} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoFivePct}{3.1} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoFive}{993} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoFivePct}{1.9} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoFive}{895} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoFivePct}{1.7} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoFive}{883} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoFivePct}{4.9} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoFive}{770} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoFivePct}{2.3} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoFive}{700} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoFivePct}{1.4} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoFive}{664} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoFivePct}{2.0} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoFive}{466} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoFivePct}{1.4} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoFive}{462} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoFivePct}{2.6} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoFive}{152} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoFivePct}{0.5} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoSix}{25{,}111} \newcommand{\SecCoocAppliedCryptographyCybersecurityTwoZeroTwoSixPct}{57.1} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoSix}{17{,}928} \newcommand{\SecCoocCybersecurityPrivacyPreservingComputationTwoZeroTwoSixPct}{14.9} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoSix}{14{,}410} \newcommand{\SecCoocCybersecurityLlmTwoZeroTwoSixPct}{12.0} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoSix}{14{,}029} \newcommand{\SecCoocCybersecurityAiSafetyTwoZeroTwoSixPct}{11.6} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoSix}{12{,}665} \newcommand{\SecCoocFederatedLearningPrivacyPreservingComputationTwoZeroTwoSixPct}{74.2} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoSix}{10{,}861} \newcommand{\SecCoocBlockchainCybersecurityTwoZeroTwoSixPct}{43.8} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoSix}{9{,}424} \newcommand{\SecCoocAppliedCryptographyPrivacyPreservingComputationTwoZeroTwoSixPct}{21.4} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoSix}{7{,}571} \newcommand{\SecCoocCybersecurityGenerativeAiTwoZeroTwoSixPct}{6.3} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoSix}{7{,}508} \newcommand{\SecCoocAppliedCryptographyBlockchainTwoZeroTwoSixPct}{17.1} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoSix}{7{,}075} \newcommand{\SecCoocPrivacyPreservingComputationAiSafetyTwoZeroTwoSixPct}{17.0} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoSix}{6{,}329} \newcommand{\SecCoocCybersecurityAiAgentsTwoZeroTwoSixPct}{5.3} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoSix}{5{,}838} \newcommand{\SecCoocCybersecurityFederatedLearningTwoZeroTwoSixPct}{4.8} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoSix}{5{,}665} \newcommand{\SecCoocPrivacyPreservingComputationLlmTwoZeroTwoSixPct}{13.6} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoSix}{4{,}759} \newcommand{\SecCoocBlockchainPrivacyPreservingComputationTwoZeroTwoSixPct}{19.2} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoSix}{4{,}094} \newcommand{\SecCoocCybersecurityFoundationModelsTwoZeroTwoSixPct}{3.4} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoSix}{2{,}760} \newcommand{\SecCoocAppliedCryptographyFederatedLearningTwoZeroTwoSixPct}{6.3} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoSix}{2{,}673} \newcommand{\SecCoocPrivacyPreservingComputationGenerativeAiTwoZeroTwoSixPct}{6.4} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoSix}{2{,}650} \newcommand{\SecCoocPrivacyPreservingComputationFoundationModelsTwoZeroTwoSixPct}{6.4} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoSix}{2{,}423} \newcommand{\SecCoocAppliedCryptographyLlmTwoZeroTwoSixPct}{5.5} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoSix}{2{,}329} \newcommand{\SecCoocFederatedLearningAiSafetyTwoZeroTwoSixPct}{13.6} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoSix}{1{,}990} \newcommand{\SecCoocFederatedLearningLlmTwoZeroTwoSixPct}{11.7} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoSix}{1{,}926} \newcommand{\SecCoocPrivacyPreservingComputationAiAgentsTwoZeroTwoSixPct}{4.6} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoSix}{1{,}848} \newcommand{\SecCoocBlockchainFederatedLearningTwoZeroTwoSixPct}{7.4} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoSix}{1{,}824} \newcommand{\SecCoocFederatedLearningFoundationModelsTwoZeroTwoSixPct}{10.7} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoSix}{1{,}792} \newcommand{\SecCoocAppliedCryptographyAiSafetyTwoZeroTwoSixPct}{4.1} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoSix}{1{,}341} \newcommand{\SecCoocAppliedCryptographyAiAgentsTwoZeroTwoSixPct}{3.1} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoSix}{1{,}104} \newcommand{\SecCoocAppliedCryptographyFoundationModelsTwoZeroTwoSixPct}{2.5} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoSix}{1{,}067} \newcommand{\SecCoocBlockchainLlmTwoZeroTwoSixPct}{4.3} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoSix}{1{,}004} \newcommand{\SecCoocFederatedLearningGenerativeAiTwoZeroTwoSixPct}{5.9} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoSix}{920} \newcommand{\SecCoocBlockchainAiAgentsTwoZeroTwoSixPct}{3.7} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoSix}{814} \newcommand{\SecCoocAppliedCryptographyGenerativeAiTwoZeroTwoSixPct}{1.9} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoSix}{749} \newcommand{\SecCoocBlockchainAiSafetyTwoZeroTwoSixPct}{3.0} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoSix}{701} \newcommand{\SecCoocFederatedLearningAiAgentsTwoZeroTwoSixPct}{4.1} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoSix}{337} \newcommand{\SecCoocBlockchainGenerativeAiTwoZeroTwoSixPct}{1.4} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoSix}{163} \newcommand{\SecCoocBlockchainFoundationModelsTwoZeroTwoSixPct}{0.7} \newcommand{\SecLandN}{125} \newcommand{\SecLandWithAbstract}{92} \newcommand{\SecLandWithAbstractPct}{74} \newcommand{\SecLandOaPct}{62} \newcommand{\SecLandPost}{66} \newcommand{\SecLandBaseline}{58} \newcommand{\SecLandYearTwoZeroTwoSix}{33} \newcommand{\SecLandNoDoi}{9} \newcommand{\SecLandTypePreprint}{7} \newcommand{\SecLandTypeDissertation}{13} \newcommand{\SecLandTypeBookChapter}{12} \newcommand{\SecLandTypeArticle}{69} \newcommand{\SecLandTypeConferencePaper}{11} \newcommand{\SecLandTypeReport}{9} \newcommand{\SecLandTypeReview}{3} \newcommand{\SecLandTypeBook}{1} \newcommand{\SecLandCybersecurityN}{25} \newcommand{\SecLandCybersecurityPost}{16} \newcommand{\SecLandCybersecurityWithAbstract}{20} \newcommand{\SecLandCybersecurityYearTwoZeroTwoSix}{9} \newcommand{\SecLandCybersecurityPreprints}{1} \newcommand{\SecLandCybersecurityArticles}{13} \newcommand{\SecLandCybersecurityConference}{1} \newcommand{\SecLandCybersecurityGrey}{10} \newcommand{\SecLandAppliedCryptographyN}{25} \newcommand{\SecLandAppliedCryptographyPost}{15} \newcommand{\SecLandAppliedCryptographyWithAbstract}{18} \newcommand{\SecLandAppliedCryptographyYearTwoZeroTwoSix}{8} \newcommand{\SecLandAppliedCryptographyPreprints}{0} \newcommand{\SecLandAppliedCryptographyArticles}{11} \newcommand{\SecLandAppliedCryptographyConference}{2} \newcommand{\SecLandAppliedCryptographyGrey}{12} \newcommand{\SecLandBlockchainN}{25} \newcommand{\SecLandBlockchainPost}{6} \newcommand{\SecLandBlockchainWithAbstract}{19} \newcommand{\SecLandBlockchainYearTwoZeroTwoSix}{2} \newcommand{\SecLandBlockchainPreprints}{5} \newcommand{\SecLandBlockchainArticles}{14} \newcommand{\SecLandBlockchainConference}{1} \newcommand{\SecLandBlockchainGrey}{5} \newcommand{\SecLandPrivacyPreservingComputationN}{25} \newcommand{\SecLandPrivacyPreservingComputationPost}{14} \newcommand{\SecLandPrivacyPreservingComputationWithAbstract}{21} \newcommand{\SecLandPrivacyPreservingComputationYearTwoZeroTwoSix}{8} \newcommand{\SecLandPrivacyPreservingComputationPreprints}{1} \newcommand{\SecLandPrivacyPreservingComputationArticles}{16} \newcommand{\SecLandPrivacyPreservingComputationConference}{3} \newcommand{\SecLandPrivacyPreservingComputationGrey}{5} \newcommand{\SecLandFederatedLearningN}{25} \newcommand{\SecLandFederatedLearningPost}{15} \newcommand{\SecLandFederatedLearningWithAbstract}{14} \newcommand{\SecLandFederatedLearningYearTwoZeroTwoSix}{6} \newcommand{\SecLandFederatedLearningPreprints}{0} \newcommand{\SecLandFederatedLearningArticles}{18} \newcommand{\SecLandFederatedLearningConference}{4} \newcommand{\SecLandFederatedLearningGrey}{3} % ---- Part VII-a theory macros (Agent G) ---- \newcommand{\ThyCountAlgorithmsTwoZeroOneEightMultilabel}{60{,}011} \newcommand{\ThyCountAlgorithmsTwoZeroOneEightPrimary}{29{,}148} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroOneEightPct}{5.83} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroOneEightPct}{5.92} \newcommand{\ThyCountAlgorithmsTwoZeroOneNineMultilabel}{62{,}158} \newcommand{\ThyCountAlgorithmsTwoZeroOneNinePrimary}{29{,}252} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroOneNinePct}{5.42} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroOneNinePct}{5.51} \newcommand{\ThyCountAlgorithmsTwoZeroTwoZeroMultilabel}{63{,}646} \newcommand{\ThyCountAlgorithmsTwoZeroTwoZeroPrimary}{29{,}376} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoZeroPct}{5.35} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoZeroPct}{5.38} \newcommand{\ThyCountAlgorithmsTwoZeroTwoOneMultilabel}{64{,}815} \newcommand{\ThyCountAlgorithmsTwoZeroTwoOnePrimary}{29{,}023} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoOnePct}{5.19} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoOnePct}{5.20} \newcommand{\ThyCountAlgorithmsTwoZeroTwoTwoMultilabel}{63{,}882} \newcommand{\ThyCountAlgorithmsTwoZeroTwoTwoPrimary}{28{,}202} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoTwoPct}{5.03} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoTwoPct}{4.97} \newcommand{\ThyCountAlgorithmsTwoZeroTwoThreeMultilabel}{67{,}630} \newcommand{\ThyCountAlgorithmsTwoZeroTwoThreePrimary}{28{,}531} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoThreePct}{4.50} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoThreePct}{4.49} \newcommand{\ThyCountAlgorithmsTwoZeroTwoFourMultilabel}{74{,}137} \newcommand{\ThyCountAlgorithmsTwoZeroTwoFourPrimary}{29{,}957} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoFourPct}{4.05} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoFourPct}{4.04} \newcommand{\ThyCountAlgorithmsTwoZeroTwoFiveMultilabel}{88{,}268} \newcommand{\ThyCountAlgorithmsTwoZeroTwoFivePrimary}{33{,}795} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoFivePct}{3.79} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoFivePct}{3.69} \newcommand{\ThyCountAlgorithmsTwoZeroTwoSixMultilabel}{76{,}192} \newcommand{\ThyCountAlgorithmsTwoZeroTwoSixPrimary}{28{,}776} \newcommand{\ThySharePrimaryAlgorithmsTwoZeroTwoSixPct}{3.73} \newcommand{\ThyShareMultilabelAlgorithmsTwoZeroTwoSixPct}{3.54} \newcommand{\ThyCountCompilersTwoZeroOneEightMultilabel}{5{,}705} \newcommand{\ThyCountCompilersTwoZeroOneEightPrimary}{725} \newcommand{\ThySharePrimaryCompilersTwoZeroOneEightPct}{0.15} \newcommand{\ThyShareMultilabelCompilersTwoZeroOneEightPct}{0.56} \newcommand{\ThyCountCompilersTwoZeroOneNineMultilabel}{5{,}645} \newcommand{\ThyCountCompilersTwoZeroOneNinePrimary}{689} \newcommand{\ThySharePrimaryCompilersTwoZeroOneNinePct}{0.13} \newcommand{\ThyShareMultilabelCompilersTwoZeroOneNinePct}{0.50} \newcommand{\ThyCountCompilersTwoZeroTwoZeroMultilabel}{5{,}576} \newcommand{\ThyCountCompilersTwoZeroTwoZeroPrimary}{737} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoZeroPct}{0.13} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoZeroPct}{0.47} \newcommand{\ThyCountCompilersTwoZeroTwoOneMultilabel}{5{,}721} \newcommand{\ThyCountCompilersTwoZeroTwoOnePrimary}{709} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoOnePct}{0.13} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoOnePct}{0.46} \newcommand{\ThyCountCompilersTwoZeroTwoTwoMultilabel}{5{,}646} \newcommand{\ThyCountCompilersTwoZeroTwoTwoPrimary}{642} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoTwoPct}{0.11} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoTwoPct}{0.44} \newcommand{\ThyCountCompilersTwoZeroTwoThreeMultilabel}{6{,}351} \newcommand{\ThyCountCompilersTwoZeroTwoThreePrimary}{692} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoThreePct}{0.11} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoThreePct}{0.42} \newcommand{\ThyCountCompilersTwoZeroTwoFourMultilabel}{7{,}306} \newcommand{\ThyCountCompilersTwoZeroTwoFourPrimary}{768} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoFourPct}{0.10} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoFourPct}{0.40} \newcommand{\ThyCountCompilersTwoZeroTwoFiveMultilabel}{9{,}521} \newcommand{\ThyCountCompilersTwoZeroTwoFivePrimary}{767} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoFivePct}{0.09} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoFivePct}{0.40} \newcommand{\ThyCountCompilersTwoZeroTwoSixMultilabel}{9{,}915} \newcommand{\ThyCountCompilersTwoZeroTwoSixPrimary}{621} \newcommand{\ThySharePrimaryCompilersTwoZeroTwoSixPct}{0.08} \newcommand{\ThyShareMultilabelCompilersTwoZeroTwoSixPct}{0.46} \newcommand{\ThyCountComputationalComplexityTwoZeroOneEightMultilabel}{16{,}996} \newcommand{\ThyCountComputationalComplexityTwoZeroOneEightPrimary}{3{,}837} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroOneEightPct}{0.77} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroOneEightPct}{1.68} \newcommand{\ThyCountComputationalComplexityTwoZeroOneNineMultilabel}{18{,}186} \newcommand{\ThyCountComputationalComplexityTwoZeroOneNinePrimary}{3{,}952} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroOneNinePct}{0.73} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroOneNinePct}{1.61} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoZeroMultilabel}{18{,}459} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoZeroPrimary}{3{,}872} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoZeroPct}{0.71} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoZeroPct}{1.56} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoOneMultilabel}{18{,}524} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoOnePrimary}{3{,}765} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoOnePct}{0.67} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoOnePct}{1.49} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoTwoMultilabel}{18{,}335} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoTwoPrimary}{3{,}541} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoTwoPct}{0.63} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoTwoPct}{1.43} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoThreeMultilabel}{19{,}464} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoThreePrimary}{3{,}499} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoThreePct}{0.55} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoThreePct}{1.29} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoFourMultilabel}{22{,}675} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoFourPrimary}{3{,}824} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoFourPct}{0.52} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoFourPct}{1.24} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoFiveMultilabel}{29{,}301} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoFivePrimary}{4{,}209} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoFivePct}{0.47} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoFivePct}{1.23} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoSixMultilabel}{25{,}776} \newcommand{\ThyCountComputationalComplexityTwoZeroTwoSixPrimary}{4{,}067} \newcommand{\ThySharePrimaryComputationalComplexityTwoZeroTwoSixPct}{0.53} \newcommand{\ThyShareMultilabelComputationalComplexityTwoZeroTwoSixPct}{1.20} \newcommand{\ThyCountFormalVerificationTwoZeroOneEightMultilabel}{12{,}283} \newcommand{\ThyCountFormalVerificationTwoZeroOneEightPrimary}{5{,}307} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroOneEightPct}{1.06} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroOneEightPct}{1.21} \newcommand{\ThyCountFormalVerificationTwoZeroOneNineMultilabel}{11{,}692} \newcommand{\ThyCountFormalVerificationTwoZeroOneNinePrimary}{4{,}802} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroOneNinePct}{0.89} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroOneNinePct}{1.04} \newcommand{\ThyCountFormalVerificationTwoZeroTwoZeroMultilabel}{11{,}009} \newcommand{\ThyCountFormalVerificationTwoZeroTwoZeroPrimary}{4{,}535} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoZeroPct}{0.83} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoZeroPct}{0.93} \newcommand{\ThyCountFormalVerificationTwoZeroTwoOneMultilabel}{10{,}938} \newcommand{\ThyCountFormalVerificationTwoZeroTwoOnePrimary}{4{,}511} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoOnePct}{0.81} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoOnePct}{0.88} \newcommand{\ThyCountFormalVerificationTwoZeroTwoTwoMultilabel}{9{,}950} \newcommand{\ThyCountFormalVerificationTwoZeroTwoTwoPrimary}{3{,}995} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoTwoPct}{0.71} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoTwoPct}{0.77} \newcommand{\ThyCountFormalVerificationTwoZeroTwoThreeMultilabel}{10{,}676} \newcommand{\ThyCountFormalVerificationTwoZeroTwoThreePrimary}{4{,}385} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoThreePct}{0.69} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoThreePct}{0.71} \newcommand{\ThyCountFormalVerificationTwoZeroTwoFourMultilabel}{11{,}391} \newcommand{\ThyCountFormalVerificationTwoZeroTwoFourPrimary}{4{,}233} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoFourPct}{0.57} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoFourPct}{0.62} \newcommand{\ThyCountFormalVerificationTwoZeroTwoFiveMultilabel}{13{,}656} \newcommand{\ThyCountFormalVerificationTwoZeroTwoFivePrimary}{4{,}623} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoFivePct}{0.52} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoFivePct}{0.57} \newcommand{\ThyCountFormalVerificationTwoZeroTwoSixMultilabel}{14{,}494} \newcommand{\ThyCountFormalVerificationTwoZeroTwoSixPrimary}{4{,}866} \newcommand{\ThySharePrimaryFormalVerificationTwoZeroTwoSixPct}{0.63} \newcommand{\ThyShareMultilabelFormalVerificationTwoZeroTwoSixPct}{0.67} \newcommand{\ThyCountProgrammingLanguagesTwoZeroOneEightMultilabel}{16{,}735} \newcommand{\ThyCountProgrammingLanguagesTwoZeroOneEightPrimary}{4{,}390} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroOneEightPct}{0.88} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroOneEightPct}{1.65} \newcommand{\ThyCountProgrammingLanguagesTwoZeroOneNineMultilabel}{16{,}286} \newcommand{\ThyCountProgrammingLanguagesTwoZeroOneNinePrimary}{4{,}474} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroOneNinePct}{0.83} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroOneNinePct}{1.44} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoZeroMultilabel}{16{,}126} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoZeroPrimary}{4{,}126} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoZeroPct}{0.75} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoZeroPct}{1.36} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoOneMultilabel}{15{,}687} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoOnePrimary}{3{,}978} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoOnePct}{0.71} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoOnePct}{1.26} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoTwoMultilabel}{15{,}186} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoTwoPrimary}{3{,}664} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoTwoPct}{0.65} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoTwoPct}{1.18} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoThreeMultilabel}{16{,}681} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoThreePrimary}{3{,}876} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoThreePct}{0.61} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoThreePct}{1.11} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoFourMultilabel}{17{,}703} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoFourPrimary}{3{,}846} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoFourPct}{0.52} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoFourPct}{0.96} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoFiveMultilabel}{20{,}734} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoFivePrimary}{4{,}193} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoFivePct}{0.47} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoFivePct}{0.87} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoSixMultilabel}{21{,}376} \newcommand{\ThyCountProgrammingLanguagesTwoZeroTwoSixPrimary}{3{,}691} \newcommand{\ThySharePrimaryProgrammingLanguagesTwoZeroTwoSixPct}{0.48} \newcommand{\ThyShareMultilabelProgrammingLanguagesTwoZeroTwoSixPct}{0.99} \newcommand{\ThyCountSoftwareEngineeringTwoZeroOneEightMultilabel}{44{,}359} \newcommand{\ThyCountSoftwareEngineeringTwoZeroOneEightPrimary}{29{,}016} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroOneEightPct}{5.81} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroOneEightPct}{4.37} \newcommand{\ThyCountSoftwareEngineeringTwoZeroOneNineMultilabel}{45{,}573} \newcommand{\ThyCountSoftwareEngineeringTwoZeroOneNinePrimary}{28{,}935} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroOneNinePct}{5.36} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroOneNinePct}{4.04} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoZeroMultilabel}{45{,}901} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoZeroPrimary}{27{,}756} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoZeroPct}{5.05} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoZeroPct}{3.88} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoOneMultilabel}{44{,}735} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoOnePrimary}{24{,}671} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoOnePct}{4.41} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoOnePct}{3.59} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoTwoMultilabel}{46{,}006} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoTwoPrimary}{23{,}725} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoTwoPct}{4.23} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoTwoPct}{3.58} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoThreeMultilabel}{55{,}422} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoThreePrimary}{26{,}245} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoThreePct}{4.14} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoThreePct}{3.68} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoFourMultilabel}{68{,}087} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoFourPrimary}{30{,}533} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoFourPct}{4.13} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoFourPct}{3.71} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoFiveMultilabel}{87{,}235} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoFivePrimary}{36{,}381} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoFivePct}{4.07} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoFivePct}{3.65} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoSixMultilabel}{81{,}133} \newcommand{\ThyCountSoftwareEngineeringTwoZeroTwoSixPrimary}{34{,}261} \newcommand{\ThySharePrimarySoftwareEngineeringTwoZeroTwoSixPct}{4.44} \newcommand{\ThyShareMultilabelSoftwareEngineeringTwoZeroTwoSixPct}{3.77} \newcommand{\ThyCagrMultilabelAlgorithmsBaselinePct}{1.6} \newcommand{\ThyRatioMultilabelAlgorithmsBaseline}{1.06} \newcommand{\ThyCagrPrimaryAlgorithmsBaselinePct}{-0.8} \newcommand{\ThyRatioPrimaryAlgorithmsBaseline}{0.97} \newcommand{\ThyCagrMultilabelAlgorithmsPostPct}{14.2} \newcommand{\ThyRatioMultilabelAlgorithmsPost}{1.31} \newcommand{\ThyCagrPrimaryAlgorithmsPostPct}{8.8} \newcommand{\ThyRatioPrimaryAlgorithmsPost}{1.18} \newcommand{\ThyCagrMultilabelAlgorithmsSpanPct}{11.4} \newcommand{\ThyRatioMultilabelAlgorithmsSpan}{1.38} \newcommand{\ThyCagrPrimaryAlgorithmsSpanPct}{6.2} \newcommand{\ThyRatioPrimaryAlgorithmsSpan}{1.20} \newcommand{\ThyCountAlgorithmsAllMultilabel}{620{,}739} \newcommand{\ThyCountAlgorithmsAllPrimary}{266{,}060} \newcommand{\ThyCagrMultilabelComputationalComplexityBaselinePct}{1.9} \newcommand{\ThyRatioMultilabelComputationalComplexityBaseline}{1.08} \newcommand{\ThyCagrPrimaryComputationalComplexityBaselinePct}{-2.0} \newcommand{\ThyRatioPrimaryComputationalComplexityBaseline}{0.92} \newcommand{\ThyCagrMultilabelComputationalComplexityPostPct}{22.7} \newcommand{\ThyRatioMultilabelComputationalComplexityPost}{1.51} \newcommand{\ThyCagrPrimaryComputationalComplexityPostPct}{9.7} \newcommand{\ThyRatioPrimaryComputationalComplexityPost}{1.20} \newcommand{\ThyCagrMultilabelComputationalComplexitySpanPct}{16.9} \newcommand{\ThyRatioMultilabelComputationalComplexitySpan}{1.60} \newcommand{\ThyCagrPrimaryComputationalComplexitySpanPct}{5.9} \newcommand{\ThyRatioPrimaryComputationalComplexitySpan}{1.19} \newcommand{\ThyCountComputationalComplexityAllMultilabel}{187{,}716} \newcommand{\ThyCountComputationalComplexityAllPrimary}{34{,}566} \newcommand{\ThyCagrMultilabelProgrammingLanguagesBaselinePct}{-2.4} \newcommand{\ThyRatioMultilabelProgrammingLanguagesBaseline}{0.91} \newcommand{\ThyCagrPrimaryProgrammingLanguagesBaselinePct}{-4.4} \newcommand{\ThyRatioPrimaryProgrammingLanguagesBaseline}{0.83} \newcommand{\ThyCagrMultilabelProgrammingLanguagesPostPct}{11.5} \newcommand{\ThyRatioMultilabelProgrammingLanguagesPost}{1.24} \newcommand{\ThyCagrPrimaryProgrammingLanguagesPostPct}{4.0} \newcommand{\ThyRatioPrimaryProgrammingLanguagesPost}{1.08} \newcommand{\ThyCagrMultilabelProgrammingLanguagesSpanPct}{10.9} \newcommand{\ThyRatioMultilabelProgrammingLanguagesSpan}{1.37} \newcommand{\ThyCagrPrimaryProgrammingLanguagesSpanPct}{4.6} \newcommand{\ThyRatioPrimaryProgrammingLanguagesSpan}{1.14} \newcommand{\ThyCountProgrammingLanguagesAllMultilabel}{156{,}514} \newcommand{\ThyCountProgrammingLanguagesAllPrimary}{36{,}238} \newcommand{\ThyCagrMultilabelCompilersBaselinePct}{-0.3} \newcommand{\ThyRatioMultilabelCompilersBaseline}{0.99} \newcommand{\ThyCagrPrimaryCompilersBaselinePct}{-3.0} \newcommand{\ThyRatioPrimaryCompilersBaseline}{0.89} \newcommand{\ThyCagrMultilabelCompilersPostPct}{22.4} \newcommand{\ThyRatioMultilabelCompilersPost}{1.50} \newcommand{\ThyCagrPrimaryCompilersPostPct}{5.3} \newcommand{\ThyRatioPrimaryCompilersPost}{1.11} \newcommand{\ThyCagrMultilabelCompilersSpanPct}{19.0} \newcommand{\ThyRatioMultilabelCompilersSpan}{1.69} \newcommand{\ThyCagrPrimaryCompilersSpanPct}{6.1} \newcommand{\ThyRatioPrimaryCompilersSpan}{1.19} \newcommand{\ThyCountCompilersAllMultilabel}{61{,}386} \newcommand{\ThyCountCompilersAllPrimary}{6{,}350} \newcommand{\ThyCagrMultilabelFormalVerificationBaselinePct}{-5.1} \newcommand{\ThyRatioMultilabelFormalVerificationBaseline}{0.81} \newcommand{\ThyCagrPrimaryFormalVerificationBaselinePct}{-6.9} \newcommand{\ThyRatioPrimaryFormalVerificationBaseline}{0.75} \newcommand{\ThyCagrMultilabelFormalVerificationPostPct}{13.1} \newcommand{\ThyRatioMultilabelFormalVerificationPost}{1.28} \newcommand{\ThyCagrPrimaryFormalVerificationPostPct}{2.7} \newcommand{\ThyRatioPrimaryFormalVerificationPost}{1.05} \newcommand{\ThyCagrMultilabelFormalVerificationSpanPct}{11.1} \newcommand{\ThyRatioMultilabelFormalVerificationSpan}{1.37} \newcommand{\ThyCagrPrimaryFormalVerificationSpanPct}{5.0} \newcommand{\ThyRatioPrimaryFormalVerificationSpan}{1.16} \newcommand{\ThyCountFormalVerificationAllMultilabel}{106{,}089} \newcommand{\ThyCountFormalVerificationAllPrimary}{41{,}257} \newcommand{\ThyCagrMultilabelSoftwareEngineeringBaselinePct}{0.9} \newcommand{\ThyRatioMultilabelSoftwareEngineeringBaseline}{1.04} \newcommand{\ThyCagrPrimarySoftwareEngineeringBaselinePct}{-4.9} \newcommand{\ThyRatioPrimarySoftwareEngineeringBaseline}{0.82} \newcommand{\ThyCagrMultilabelSoftwareEngineeringPostPct}{25.5} \newcommand{\ThyRatioMultilabelSoftwareEngineeringPost}{1.57} \newcommand{\ThyCagrPrimarySoftwareEngineeringPostPct}{17.7} \newcommand{\ThyRatioPrimarySoftwareEngineeringPost}{1.39} \newcommand{\ThyCagrMultilabelSoftwareEngineeringSpanPct}{23.8} \newcommand{\ThyRatioMultilabelSoftwareEngineeringSpan}{1.90} \newcommand{\ThyCagrPrimarySoftwareEngineeringSpanPct}{15.3} \newcommand{\ThyRatioPrimarySoftwareEngineeringSpan}{1.53} \newcommand{\ThyCountSoftwareEngineeringAllMultilabel}{518{,}451} \newcommand{\ThyCountSoftwareEngineeringAllPrimary}{261{,}523} \newcommand{\ThyCagrPrimaryTotalBaselinePct}{2.9} \newcommand{\ThyCagrMultilabelTotalBaselinePct}{6.1} \newcommand{\ThyCagrPrimaryTotalPostPct}{18.6} \newcommand{\ThyCagrMultilabelTotalPostPct}{26.0} \newcommand{\ThyCagrfileAlgorithmsNTwoZeroOneEight}{29{,}148} \newcommand{\ThyCagrfileAlgorithmsNTwoZeroTwoTwo}{28{,}202} \newcommand{\ThyCagrfileAlgorithmsNTwoZeroTwoThree}{28{,}531} \newcommand{\ThyCagrfileAlgorithmsNTwoZeroTwoFive}{33{,}795} \newcommand{\ThyCagrfileAlgorithmsCagrBaselinePct}{-0.8} \newcommand{\ThyCagrfileAlgorithmsCagrPostPct}{8.8} \newcommand{\ThyCagrfileAlgorithmsShareTwoZeroOneEightPct}{5.83} \newcommand{\ThyCagrfileAlgorithmsShareTwoZeroTwoTwoPct}{5.03} \newcommand{\ThyCagrfileAlgorithmsShareTwoZeroTwoFivePct}{3.79} \newcommand{\ThyCagrfileCompilersNTwoZeroOneEight}{725} \newcommand{\ThyCagrfileCompilersNTwoZeroTwoTwo}{642} \newcommand{\ThyCagrfileCompilersNTwoZeroTwoThree}{692} \newcommand{\ThyCagrfileCompilersNTwoZeroTwoFive}{767} \newcommand{\ThyCagrfileCompilersCagrBaselinePct}{-3.0} \newcommand{\ThyCagrfileCompilersCagrPostPct}{5.3} \newcommand{\ThyCagrfileCompilersShareTwoZeroOneEightPct}{0.15} \newcommand{\ThyCagrfileCompilersShareTwoZeroTwoTwoPct}{0.11} \newcommand{\ThyCagrfileCompilersShareTwoZeroTwoFivePct}{0.09} \newcommand{\ThyCagrfileComputationalComplexityNTwoZeroOneEight}{3{,}837} \newcommand{\ThyCagrfileComputationalComplexityNTwoZeroTwoTwo}{3{,}541} \newcommand{\ThyCagrfileComputationalComplexityNTwoZeroTwoThree}{3{,}499} \newcommand{\ThyCagrfileComputationalComplexityNTwoZeroTwoFive}{4{,}209} \newcommand{\ThyCagrfileComputationalComplexityCagrBaselinePct}{-2.0} \newcommand{\ThyCagrfileComputationalComplexityCagrPostPct}{9.7} \newcommand{\ThyCagrfileComputationalComplexityShareTwoZeroOneEightPct}{0.77} \newcommand{\ThyCagrfileComputationalComplexityShareTwoZeroTwoTwoPct}{0.63} \newcommand{\ThyCagrfileComputationalComplexityShareTwoZeroTwoFivePct}{0.47} \newcommand{\ThyCagrfileFormalVerificationNTwoZeroOneEight}{5{,}307} \newcommand{\ThyCagrfileFormalVerificationNTwoZeroTwoTwo}{3{,}995} \newcommand{\ThyCagrfileFormalVerificationNTwoZeroTwoThree}{4{,}385} \newcommand{\ThyCagrfileFormalVerificationNTwoZeroTwoFive}{4{,}623} \newcommand{\ThyCagrfileFormalVerificationCagrBaselinePct}{-6.9} \newcommand{\ThyCagrfileFormalVerificationCagrPostPct}{2.7} \newcommand{\ThyCagrfileFormalVerificationShareTwoZeroOneEightPct}{1.06} \newcommand{\ThyCagrfileFormalVerificationShareTwoZeroTwoTwoPct}{0.71} \newcommand{\ThyCagrfileFormalVerificationShareTwoZeroTwoFivePct}{0.52} \newcommand{\ThyCagrfileProgrammingLanguagesNTwoZeroOneEight}{4{,}390} \newcommand{\ThyCagrfileProgrammingLanguagesNTwoZeroTwoTwo}{3{,}664} \newcommand{\ThyCagrfileProgrammingLanguagesNTwoZeroTwoThree}{3{,}876} \newcommand{\ThyCagrfileProgrammingLanguagesNTwoZeroTwoFive}{4{,}193} \newcommand{\ThyCagrfileProgrammingLanguagesCagrBaselinePct}{-4.4} \newcommand{\ThyCagrfileProgrammingLanguagesCagrPostPct}{4.0} \newcommand{\ThyCagrfileProgrammingLanguagesShareTwoZeroOneEightPct}{0.88} \newcommand{\ThyCagrfileProgrammingLanguagesShareTwoZeroTwoTwoPct}{0.65} \newcommand{\ThyCagrfileProgrammingLanguagesShareTwoZeroTwoFivePct}{0.47} \newcommand{\ThyCagrfileSoftwareEngineeringNTwoZeroOneEight}{29{,}016} \newcommand{\ThyCagrfileSoftwareEngineeringNTwoZeroTwoTwo}{23{,}725} \newcommand{\ThyCagrfileSoftwareEngineeringNTwoZeroTwoThree}{26{,}245} \newcommand{\ThyCagrfileSoftwareEngineeringNTwoZeroTwoFive}{36{,}381} 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\newcommand{\ThyFlowSoftwareEngineeringToSoftwareEngineeringBaselinePct}{64.6} \newcommand{\ThyFlowSoftwareEngineeringToSoftwareEngineeringPostPct}{62.4} \newcommand{\ThyInflowAlgorithmsFromAiAgentsBaselinePct}{0.8} \newcommand{\ThyInflowAlgorithmsFromAiAgentsPostPct}{0.8} \newcommand{\ThyInflowAlgorithmsFromAiSafetyBaselinePct}{0.2} \newcommand{\ThyInflowAlgorithmsFromAiSafetyPostPct}{0.3} \newcommand{\ThyInflowAlgorithmsFromAlgorithmsBaselinePct}{61.3} \newcommand{\ThyInflowAlgorithmsFromAlgorithmsPostPct}{60.0} \newcommand{\ThyInflowAlgorithmsFromComputationalBiologyBaselinePct}{1.2} \newcommand{\ThyInflowAlgorithmsFromComputationalBiologyPostPct}{1.2} \newcommand{\ThyInflowAlgorithmsFromComputerNetworksBaselinePct}{3.9} \newcommand{\ThyInflowAlgorithmsFromComputerNetworksPostPct}{3.7} \newcommand{\ThyInflowAlgorithmsFromComputerVisionBaselinePct}{3.7} \newcommand{\ThyInflowAlgorithmsFromComputerVisionPostPct}{3.7} \newcommand{\ThyInflowAlgorithmsFromCybersecurityBaselinePct}{1.3} \newcommand{\ThyInflowAlgorithmsFromCybersecurityPostPct}{1.5} \newcommand{\ThyInflowAlgorithmsFromDatabaseSystemsBaselinePct}{1.7} \newcommand{\ThyInflowAlgorithmsFromDatabaseSystemsPostPct}{1.3} \newcommand{\ThyInflowAlgorithmsFromDeepLearningArchitecturesBaselinePct}{3.8} \newcommand{\ThyInflowAlgorithmsFromDeepLearningArchitecturesPostPct}{3.4} \newcommand{\ThyInflowAlgorithmsFromDistributedComputingBaselinePct}{1.6} \newcommand{\ThyInflowAlgorithmsFromDistributedComputingPostPct}{1.5} \newcommand{\ThyInflowAlgorithmsFromFoundationModelsBaselinePct}{0.0} \newcommand{\ThyInflowAlgorithmsFromFoundationModelsPostPct}{0.0} \newcommand{\ThyInflowAlgorithmsFromGenerativeAiBaselinePct}{0.1} \newcommand{\ThyInflowAlgorithmsFromGenerativeAiPostPct}{0.2} \newcommand{\ThyInflowAlgorithmsFromLlmBaselinePct}{0.1} \newcommand{\ThyInflowAlgorithmsFromLlmPostPct}{0.4} \newcommand{\ThyInflowAlgorithmsFromMlTheoryBaselinePct}{3.7} \newcommand{\ThyInflowAlgorithmsFromMlTheoryPostPct}{3.0} \newcommand{\ThyInflowAlgorithmsFromQuantumComputingBaselinePct}{0.9} \newcommand{\ThyInflowAlgorithmsFromQuantumComputingPostPct}{1.2} \newcommand{\ThyInflowAlgorithmsFromReinforcementLearningBaselinePct}{1.0} \newcommand{\ThyInflowAlgorithmsFromReinforcementLearningPostPct}{2.1} \newcommand{\ThyInflowAlgorithmsFromRoboticsBaselinePct}{2.4} \newcommand{\ThyInflowAlgorithmsFromRoboticsPostPct}{4.0} \newcommand{\ThyInflowAlgorithmsFromScientificComputingBaselinePct}{2.6} \newcommand{\ThyInflowAlgorithmsFromScientificComputingPostPct}{2.4} \newcommand{\ThyInflowCompilersFromAiAgentsBaselinePct}{0.4} \newcommand{\ThyInflowCompilersFromAiAgentsPostPct}{0.5} \newcommand{\ThyInflowCompilersFromAiSafetyBaselinePct}{0.1} \newcommand{\ThyInflowCompilersFromAiSafetyPostPct}{0.5} \newcommand{\ThyInflowCompilersFromAlgorithmsBaselinePct}{5.3} \newcommand{\ThyInflowCompilersFromAlgorithmsPostPct}{4.3} \newcommand{\ThyInflowCompilersFromAppliedCryptographyPostPct}{1.1} \newcommand{\ThyInflowCompilersFromCompilersBaselinePct}{14.4} \newcommand{\ThyInflowCompilersFromCompilersPostPct}{15.1} \newcommand{\ThyInflowCompilersFromComputerArchitectureBaselinePct}{19.3} \newcommand{\ThyInflowCompilersFromComputerArchitecturePostPct}{20.0} \newcommand{\ThyInflowCompilersFromComputerGraphicsBaselinePct}{1.5} \newcommand{\ThyInflowCompilersFromComputerGraphicsPostPct}{1.2} \newcommand{\ThyInflowCompilersFromComputerNetworksBaselinePct}{2.7} \newcommand{\ThyInflowCompilersFromComputerNetworksPostPct}{1.9} \newcommand{\ThyInflowCompilersFromComputerVisionBaselinePct}{5.1} \newcommand{\ThyInflowCompilersFromComputerVisionPostPct}{4.3} \newcommand{\ThyInflowCompilersFromCybersecurityBaselinePct}{2.2} \newcommand{\ThyInflowCompilersFromCybersecurityPostPct}{2.3} \newcommand{\ThyInflowCompilersFromDatabaseSystemsBaselinePct}{2.0} \newcommand{\ThyInflowCompilersFromDatabaseSystemsPostPct}{2.0} \newcommand{\ThyInflowCompilersFromDeepLearningArchitecturesBaselinePct}{2.9} \newcommand{\ThyInflowCompilersFromDeepLearningArchitecturesPostPct}{2.5} \newcommand{\ThyInflowCompilersFromDistributedComputingBaselinePct}{9.9} \newcommand{\ThyInflowCompilersFromDistributedComputingPostPct}{7.8} \newcommand{\ThyInflowCompilersFromEdgeComputingBaselinePct}{1.2} \newcommand{\ThyInflowCompilersFromEdgeComputingPostPct}{1.1} \newcommand{\ThyInflowCompilersFromFormalVerificationBaselinePct}{1.6} \newcommand{\ThyInflowCompilersFromFormalVerificationPostPct}{1.5} \newcommand{\ThyInflowCompilersFromFoundationModelsBaselinePct}{0.1} \newcommand{\ThyInflowCompilersFromFoundationModelsPostPct}{0.0} \newcommand{\ThyInflowCompilersFromGenerativeAiBaselinePct}{0.1} \newcommand{\ThyInflowCompilersFromGenerativeAiPostPct}{0.6} \newcommand{\ThyInflowCompilersFromHciBaselinePct}{2.3} \newcommand{\ThyInflowCompilersFromHciPostPct}{2.7} \newcommand{\ThyInflowCompilersFromLlmBaselinePct}{0.2} \newcommand{\ThyInflowCompilersFromLlmPostPct}{1.5} \newcommand{\ThyInflowCompilersFromMlTheoryBaselinePct}{1.9} \newcommand{\ThyInflowCompilersFromMlTheoryPostPct}{1.5} \newcommand{\ThyInflowCompilersFromProgrammingLanguagesBaselinePct}{6.3} \newcommand{\ThyInflowCompilersFromProgrammingLanguagesPostPct}{4.8} \newcommand{\ThyInflowCompilersFromQuantumComputingBaselinePct}{1.9} \newcommand{\ThyInflowCompilersFromQuantumComputingPostPct}{2.0} \newcommand{\ThyInflowCompilersFromRoboticsBaselinePct}{1.6} \newcommand{\ThyInflowCompilersFromRoboticsPostPct}{1.8} \newcommand{\ThyInflowCompilersFromScientificComputingBaselinePct}{3.7} \newcommand{\ThyInflowCompilersFromScientificComputingPostPct}{3.0} \newcommand{\ThyInflowCompilersFromSoftwareEngineeringBaselinePct}{6.6} \newcommand{\ThyInflowCompilersFromSoftwareEngineeringPostPct}{8.3} \newcommand{\ThyInflowComputationalComplexityFromAiAgentsBaselinePct}{0.9} \newcommand{\ThyInflowComputationalComplexityFromAiAgentsPostPct}{1.2} \newcommand{\ThyInflowComputationalComplexityFromAiSafetyBaselinePct}{0.3} \newcommand{\ThyInflowComputationalComplexityFromAiSafetyPostPct}{0.9} \newcommand{\ThyInflowComputationalComplexityFromAlgorithmsBaselinePct}{13.8} \newcommand{\ThyInflowComputationalComplexityFromAlgorithmsPostPct}{10.9} \newcommand{\ThyInflowComputationalComplexityFromAppliedCryptographyBaselinePct}{2.5} \newcommand{\ThyInflowComputationalComplexityFromAppliedCryptographyPostPct}{2.6} \newcommand{\ThyInflowComputationalComplexityFromComputationalBiologyBaselinePct}{2.6} \newcommand{\ThyInflowComputationalComplexityFromComputationalBiologyPostPct}{1.9} \newcommand{\ThyInflowComputationalComplexityFromComputationalComplexityBaselinePct}{30.5} \newcommand{\ThyInflowComputationalComplexityFromComputationalComplexityPostPct}{22.8} \newcommand{\ThyInflowComputationalComplexityFromComputerArchitectureBaselinePct}{2.0} \newcommand{\ThyInflowComputationalComplexityFromComputerArchitecturePostPct}{2.3} \newcommand{\ThyInflowComputationalComplexityFromComputerNetworksBaselinePct}{7.1} \newcommand{\ThyInflowComputationalComplexityFromComputerNetworksPostPct}{6.4} \newcommand{\ThyInflowComputationalComplexityFromComputerVisionBaselinePct}{3.7} \newcommand{\ThyInflowComputationalComplexityFromComputerVisionPostPct}{4.2} \newcommand{\ThyInflowComputationalComplexityFromCybersecurityBaselinePct}{1.7} \newcommand{\ThyInflowComputationalComplexityFromCybersecurityPostPct}{2.2} \newcommand{\ThyInflowComputationalComplexityFromDatabaseSystemsBaselinePct}{1.5} \newcommand{\ThyInflowComputationalComplexityFromDatabaseSystemsPostPct}{1.3} \newcommand{\ThyInflowComputationalComplexityFromDeepLearningArchitecturesBaselinePct}{3.7} \newcommand{\ThyInflowComputationalComplexityFromDeepLearningArchitecturesPostPct}{4.4} \newcommand{\ThyInflowComputationalComplexityFromDistributedComputingBaselinePct}{1.6} \newcommand{\ThyInflowComputationalComplexityFromDistributedComputingPostPct}{1.8} \newcommand{\ThyInflowComputationalComplexityFromFormalVerificationBaselinePct}{5.3} \newcommand{\ThyInflowComputationalComplexityFromFormalVerificationPostPct}{3.8} \newcommand{\ThyInflowComputationalComplexityFromFoundationModelsBaselinePct}{0.0} \newcommand{\ThyInflowComputationalComplexityFromFoundationModelsPostPct}{0.1} \newcommand{\ThyInflowComputationalComplexityFromGenerativeAiBaselinePct}{0.1} \newcommand{\ThyInflowComputationalComplexityFromGenerativeAiPostPct}{1.3} \newcommand{\ThyInflowComputationalComplexityFromHciBaselinePct}{2.6} \newcommand{\ThyInflowComputationalComplexityFromHciPostPct}{5.6} \newcommand{\ThyInflowComputationalComplexityFromLlmBaselinePct}{0.1} \newcommand{\ThyInflowComputationalComplexityFromLlmPostPct}{1.7} \newcommand{\ThyInflowComputationalComplexityFromMlTheoryBaselinePct}{2.1} \newcommand{\ThyInflowComputationalComplexityFromMlTheoryPostPct}{2.6} \newcommand{\ThyInflowComputationalComplexityFromNlpBaselinePct}{1.1} \newcommand{\ThyInflowComputationalComplexityFromNlpPostPct}{1.4} \newcommand{\ThyInflowComputationalComplexityFromProgrammingLanguagesBaselinePct}{2.7} \newcommand{\ThyInflowComputationalComplexityFromProgrammingLanguagesPostPct}{2.2} \newcommand{\ThyInflowComputationalComplexityFromQuantumComputingBaselinePct}{1.6} \newcommand{\ThyInflowComputationalComplexityFromQuantumComputingPostPct}{2.1} \newcommand{\ThyInflowComputationalComplexityFromReinforcementLearningPostPct}{1.2} \newcommand{\ThyInflowComputationalComplexityFromRoboticsBaselinePct}{2.0} \newcommand{\ThyInflowComputationalComplexityFromRoboticsPostPct}{3.2} \newcommand{\ThyInflowComputationalComplexityFromScientificComputingBaselinePct}{3.8} \newcommand{\ThyInflowComputationalComplexityFromScientificComputingPostPct}{4.0} \newcommand{\ThyInflowComputationalComplexityFromSoftwareEngineeringBaselinePct}{1.2} \newcommand{\ThyInflowComputationalComplexityFromSoftwareEngineeringPostPct}{1.4} \newcommand{\ThyInflowComputationalComplexityFromSpeechAudioPostPct}{1.5} \newcommand{\ThyInflowFormalVerificationFromAiAgentsBaselinePct}{1.9} \newcommand{\ThyInflowFormalVerificationFromAiAgentsPostPct}{1.5} \newcommand{\ThyInflowFormalVerificationFromAiSafetyBaselinePct}{0.2} \newcommand{\ThyInflowFormalVerificationFromAiSafetyPostPct}{0.4} \newcommand{\ThyInflowFormalVerificationFromAlgorithmsBaselinePct}{3.3} \newcommand{\ThyInflowFormalVerificationFromAlgorithmsPostPct}{2.7} \newcommand{\ThyInflowFormalVerificationFromBlockchainBaselinePct}{1.1} \newcommand{\ThyInflowFormalVerificationFromBlockchainPostPct}{1.1} \newcommand{\ThyInflowFormalVerificationFromComputationalBiologyPostPct}{1.3} \newcommand{\ThyInflowFormalVerificationFromComputationalComplexityBaselinePct}{1.6} \newcommand{\ThyInflowFormalVerificationFromComputationalComplexityPostPct}{1.0} \newcommand{\ThyInflowFormalVerificationFromComputerArchitectureBaselinePct}{2.0} \newcommand{\ThyInflowFormalVerificationFromComputerArchitecturePostPct}{2.2} \newcommand{\ThyInflowFormalVerificationFromComputerNetworksBaselinePct}{1.7} \newcommand{\ThyInflowFormalVerificationFromComputerNetworksPostPct}{2.2} \newcommand{\ThyInflowFormalVerificationFromComputerVisionBaselinePct}{6.7} \newcommand{\ThyInflowFormalVerificationFromComputerVisionPostPct}{13.8} \newcommand{\ThyInflowFormalVerificationFromCybersecurityBaselinePct}{2.9} \newcommand{\ThyInflowFormalVerificationFromCybersecurityPostPct}{2.9} \newcommand{\ThyInflowFormalVerificationFromDeepLearningArchitecturesBaselinePct}{2.7} \newcommand{\ThyInflowFormalVerificationFromDeepLearningArchitecturesPostPct}{3.8} \newcommand{\ThyInflowFormalVerificationFromDistributedComputingBaselinePct}{1.2} \newcommand{\ThyInflowFormalVerificationFromFormalVerificationBaselinePct}{37.1} \newcommand{\ThyInflowFormalVerificationFromFormalVerificationPostPct}{31.2} \newcommand{\ThyInflowFormalVerificationFromFoundationModelsBaselinePct}{0.0} \newcommand{\ThyInflowFormalVerificationFromFoundationModelsPostPct}{0.1} \newcommand{\ThyInflowFormalVerificationFromGenerativeAiBaselinePct}{0.1} \newcommand{\ThyInflowFormalVerificationFromGenerativeAiPostPct}{0.4} \newcommand{\ThyInflowFormalVerificationFromLlmBaselinePct}{0.9} \newcommand{\ThyInflowFormalVerificationFromLlmPostPct}{2.2} \newcommand{\ThyInflowFormalVerificationFromMlTheoryBaselinePct}{1.3} \newcommand{\ThyInflowFormalVerificationFromMlTheoryPostPct}{1.5} \newcommand{\ThyInflowFormalVerificationFromNlpBaselinePct}{8.9} \newcommand{\ThyInflowFormalVerificationFromNlpPostPct}{4.0} \newcommand{\ThyInflowFormalVerificationFromProgrammingLanguagesBaselinePct}{5.5} \newcommand{\ThyInflowFormalVerificationFromProgrammingLanguagesPostPct}{5.3} \newcommand{\ThyInflowFormalVerificationFromQuantumComputingBaselinePct}{0.3} \newcommand{\ThyInflowFormalVerificationFromQuantumComputingPostPct}{0.4} \newcommand{\ThyInflowFormalVerificationFromReinforcementLearningBaselinePct}{1.4} \newcommand{\ThyInflowFormalVerificationFromReinforcementLearningPostPct}{1.5} \newcommand{\ThyInflowFormalVerificationFromRoboticsBaselinePct}{3.5} \newcommand{\ThyInflowFormalVerificationFromRoboticsPostPct}{4.7} \newcommand{\ThyInflowFormalVerificationFromScientificComputingPostPct}{1.0} \newcommand{\ThyInflowFormalVerificationFromSoftwareEngineeringBaselinePct}{7.9} \newcommand{\ThyInflowFormalVerificationFromSoftwareEngineeringPostPct}{6.9} \newcommand{\ThyInflowFormalVerificationFromSpeechAudioBaselinePct}{1.8} \newcommand{\ThyInflowFormalVerificationFromSpeechAudioPostPct}{1.6} \newcommand{\ThyInflowProgrammingLanguagesFromAiAgentsBaselinePct}{0.9} \newcommand{\ThyInflowProgrammingLanguagesFromAiAgentsPostPct}{0.9} \newcommand{\ThyInflowProgrammingLanguagesFromAiSafetyBaselinePct}{0.2} \newcommand{\ThyInflowProgrammingLanguagesFromAiSafetyPostPct}{0.4} \newcommand{\ThyInflowProgrammingLanguagesFromAlgorithmsBaselinePct}{2.8} \newcommand{\ThyInflowProgrammingLanguagesFromAlgorithmsPostPct}{2.5} \newcommand{\ThyInflowProgrammingLanguagesFromBlockchainBaselinePct}{2.1} \newcommand{\ThyInflowProgrammingLanguagesFromBlockchainPostPct}{1.7} \newcommand{\ThyInflowProgrammingLanguagesFromCompilersBaselinePct}{1.1} \newcommand{\ThyInflowProgrammingLanguagesFromCompilersPostPct}{1.4} \newcommand{\ThyInflowProgrammingLanguagesFromComputationalComplexityBaselinePct}{1.8} \newcommand{\ThyInflowProgrammingLanguagesFromComputationalComplexityPostPct}{1.2} \newcommand{\ThyInflowProgrammingLanguagesFromComputerArchitectureBaselinePct}{3.2} \newcommand{\ThyInflowProgrammingLanguagesFromComputerArchitecturePostPct}{3.4} \newcommand{\ThyInflowProgrammingLanguagesFromComputerNetworksBaselinePct}{1.9} \newcommand{\ThyInflowProgrammingLanguagesFromComputerNetworksPostPct}{1.7} \newcommand{\ThyInflowProgrammingLanguagesFromComputerVisionBaselinePct}{1.2} \newcommand{\ThyInflowProgrammingLanguagesFromComputerVisionPostPct}{1.6} \newcommand{\ThyInflowProgrammingLanguagesFromCybersecurityBaselinePct}{4.0} \newcommand{\ThyInflowProgrammingLanguagesFromCybersecurityPostPct}{4.1} \newcommand{\ThyInflowProgrammingLanguagesFromDatabaseSystemsBaselinePct}{1.7} \newcommand{\ThyInflowProgrammingLanguagesFromDatabaseSystemsPostPct}{1.4} \newcommand{\ThyInflowProgrammingLanguagesFromDeepLearningArchitecturesBaselinePct}{1.4} \newcommand{\ThyInflowProgrammingLanguagesFromDeepLearningArchitecturesPostPct}{1.3} \newcommand{\ThyInflowProgrammingLanguagesFromDistributedComputingBaselinePct}{2.9} \newcommand{\ThyInflowProgrammingLanguagesFromDistributedComputingPostPct}{2.6} \newcommand{\ThyInflowProgrammingLanguagesFromFormalVerificationBaselinePct}{12.9} \newcommand{\ThyInflowProgrammingLanguagesFromFormalVerificationPostPct}{11.4} \newcommand{\ThyInflowProgrammingLanguagesFromFoundationModelsBaselinePct}{0.0} \newcommand{\ThyInflowProgrammingLanguagesFromFoundationModelsPostPct}{0.0} \newcommand{\ThyInflowProgrammingLanguagesFromGenerativeAiBaselinePct}{0.0} \newcommand{\ThyInflowProgrammingLanguagesFromGenerativeAiPostPct}{0.4} \newcommand{\ThyInflowProgrammingLanguagesFromHciBaselinePct}{1.9} \newcommand{\ThyInflowProgrammingLanguagesFromHciPostPct}{2.6} \newcommand{\ThyInflowProgrammingLanguagesFromLlmBaselinePct}{0.1} \newcommand{\ThyInflowProgrammingLanguagesFromLlmPostPct}{1.2} \newcommand{\ThyInflowProgrammingLanguagesFromMlTheoryBaselinePct}{1.4} \newcommand{\ThyInflowProgrammingLanguagesFromMlTheoryPostPct}{1.3} \newcommand{\ThyInflowProgrammingLanguagesFromNlpBaselinePct}{1.1} \newcommand{\ThyInflowProgrammingLanguagesFromNlpPostPct}{1.0} \newcommand{\ThyInflowProgrammingLanguagesFromProgrammingLanguagesBaselinePct}{34.4} \newcommand{\ThyInflowProgrammingLanguagesFromProgrammingLanguagesPostPct}{31.7} \newcommand{\ThyInflowProgrammingLanguagesFromQuantumComputingBaselinePct}{0.7} \newcommand{\ThyInflowProgrammingLanguagesFromQuantumComputingPostPct}{1.2} \newcommand{\ThyInflowProgrammingLanguagesFromReinforcementLearningPostPct}{1.2} \newcommand{\ThyInflowProgrammingLanguagesFromRoboticsBaselinePct}{1.6} \newcommand{\ThyInflowProgrammingLanguagesFromRoboticsPostPct}{1.8} \newcommand{\ThyInflowProgrammingLanguagesFromScientificComputingBaselinePct}{1.7} \newcommand{\ThyInflowProgrammingLanguagesFromScientificComputingPostPct}{1.6} \newcommand{\ThyInflowProgrammingLanguagesFromSoftwareEngineeringBaselinePct}{13.8} \newcommand{\ThyInflowProgrammingLanguagesFromSoftwareEngineeringPostPct}{15.4} \newcommand{\ThyInflowSoftwareEngineeringFromAiAgentsBaselinePct}{0.4} \newcommand{\ThyInflowSoftwareEngineeringFromAiAgentsPostPct}{0.4} \newcommand{\ThyInflowSoftwareEngineeringFromAiSafetyBaselinePct}{0.6} \newcommand{\ThyInflowSoftwareEngineeringFromAiSafetyPostPct}{0.8} \newcommand{\ThyInflowSoftwareEngineeringFromBlockchainBaselinePct}{1.1} \newcommand{\ThyInflowSoftwareEngineeringFromBlockchainPostPct}{1.5} \newcommand{\ThyInflowSoftwareEngineeringFromCloudComputingBaselinePct}{1.4} \newcommand{\ThyInflowSoftwareEngineeringFromCloudComputingPostPct}{1.6} \newcommand{\ThyInflowSoftwareEngineeringFromComputerArchitectureBaselinePct}{1.1} \newcommand{\ThyInflowSoftwareEngineeringFromComputerArchitecturePostPct}{1.0} \newcommand{\ThyInflowSoftwareEngineeringFromComputerNetworksBaselinePct}{1.4} \newcommand{\ThyInflowSoftwareEngineeringFromComputerNetworksPostPct}{1.2} \newcommand{\ThyInflowSoftwareEngineeringFromComputerVisionBaselinePct}{2.2} \newcommand{\ThyInflowSoftwareEngineeringFromComputerVisionPostPct}{1.7} \newcommand{\ThyInflowSoftwareEngineeringFromCybersecurityBaselinePct}{4.7} \newcommand{\ThyInflowSoftwareEngineeringFromCybersecurityPostPct}{5.9} \newcommand{\ThyInflowSoftwareEngineeringFromDatabaseSystemsBaselinePct}{1.8} \newcommand{\ThyInflowSoftwareEngineeringFromDatabaseSystemsPostPct}{1.3} \newcommand{\ThyInflowSoftwareEngineeringFromDeepLearningArchitecturesBaselinePct}{1.8} \newcommand{\ThyInflowSoftwareEngineeringFromDeepLearningArchitecturesPostPct}{1.2} \newcommand{\ThyInflowSoftwareEngineeringFromFormalVerificationBaselinePct}{1.7} \newcommand{\ThyInflowSoftwareEngineeringFromFormalVerificationPostPct}{1.2} \newcommand{\ThyInflowSoftwareEngineeringFromFoundationModelsBaselinePct}{0.0} \newcommand{\ThyInflowSoftwareEngineeringFromFoundationModelsPostPct}{0.0} \newcommand{\ThyInflowSoftwareEngineeringFromGenerativeAiBaselinePct}{0.1} \newcommand{\ThyInflowSoftwareEngineeringFromGenerativeAiPostPct}{0.5} \newcommand{\ThyInflowSoftwareEngineeringFromHciBaselinePct}{2.9} \newcommand{\ThyInflowSoftwareEngineeringFromHciPostPct}{3.3} \newcommand{\ThyInflowSoftwareEngineeringFromInformationRetrievalBaselinePct}{1.1} \newcommand{\ThyInflowSoftwareEngineeringFromLlmBaselinePct}{0.2} \newcommand{\ThyInflowSoftwareEngineeringFromLlmPostPct}{3.1} \newcommand{\ThyInflowSoftwareEngineeringFromMlTheoryBaselinePct}{1.8} \newcommand{\ThyInflowSoftwareEngineeringFromMlTheoryPostPct}{1.8} \newcommand{\ThyInflowSoftwareEngineeringFromNlpBaselinePct}{2.2} \newcommand{\ThyInflowSoftwareEngineeringFromNlpPostPct}{1.7} \newcommand{\ThyInflowSoftwareEngineeringFromProgrammingLanguagesBaselinePct}{1.3} \newcommand{\ThyInflowSoftwareEngineeringFromQuantumComputingBaselinePct}{0.1} \newcommand{\ThyInflowSoftwareEngineeringFromQuantumComputingPostPct}{0.2} \newcommand{\ThyInflowSoftwareEngineeringFromSoftwareEngineeringBaselinePct}{65.6} \newcommand{\ThyInflowSoftwareEngineeringFromSoftwareEngineeringPostPct}{63.9} \newcommand{\ThyFlowAlgorithmsTotalBaseline}{390{,}514} \newcommand{\ThyFlowAlgorithmsTotalPost}{719{,}567} \newcommand{\ThyFlowCompilersTotalBaseline}{5{,}973} \newcommand{\ThyFlowCompilersTotalPost}{11{,}323} \newcommand{\ThyFlowComputationalComplexityTotalBaseline}{23{,}634} \newcommand{\ThyFlowComputationalComplexityTotalPost}{41{,}636} \newcommand{\ThyFlowFormalVerificationTotalBaseline}{60{,}396} \newcommand{\ThyFlowFormalVerificationTotalPost}{87{,}844} \newcommand{\ThyFlowProgrammingLanguagesTotalBaseline}{32{,}827} \newcommand{\ThyFlowProgrammingLanguagesTotalPost}{51{,}750} \newcommand{\ThyFlowSoftwareEngineeringTotalBaseline}{290{,}853} \newcommand{\ThyFlowSoftwareEngineeringTotalPost}{637{,}438} \newcommand{\ThyInflowAlgorithmsTotalBaseline}{414{,}442} \newcommand{\ThyInflowAlgorithmsTotalPost}{779{,}424} \newcommand{\ThyInflowCompilersTotalBaseline}{6{,}278} \newcommand{\ThyInflowCompilersTotalPost}{10{,}813} \newcommand{\ThyInflowComputationalComplexityTotalBaseline}{23{,}271} \newcommand{\ThyInflowComputationalComplexityTotalPost}{37{,}596} \newcommand{\ThyInflowFormalVerificationTotalBaseline}{81{,}294} \newcommand{\ThyInflowFormalVerificationTotalPost}{132{,}206} \newcommand{\ThyInflowProgrammingLanguagesTotalBaseline}{34{,}611} \newcommand{\ThyInflowProgrammingLanguagesTotalPost}{56{,}587} \newcommand{\ThyInflowSoftwareEngineeringTotalBaseline}{286{,}340} \newcommand{\ThyInflowSoftwareEngineeringTotalPost}{622{,}294} \newcommand{\ThyCoocAlgorithmsComputationalComplexityTwoZeroOneEight}{8{,}127} \newcommand{\ThyCoocAlgorithmsComputationalComplexityTwoZeroOneEightPct}{13.5} \newcommand{\ThyCoocComputationalComplexityAlgorithmsTwoZeroOneEightPct}{47.8} \newcommand{\ThyCoocProgrammingLanguagesSoftwareEngineeringTwoZeroOneEight}{5{,}552} \newcommand{\ThyCoocProgrammingLanguagesSoftwareEngineeringTwoZeroOneEightPct}{33.2} \newcommand{\ThyCoocSoftwareEngineeringProgrammingLanguagesTwoZeroOneEightPct}{12.5} \newcommand{\ThyCoocFormalVerificationProgrammingLanguagesTwoZeroOneEight}{5{,}222} \newcommand{\ThyCoocFormalVerificationProgrammingLanguagesTwoZeroOneEightPct}{42.5} \newcommand{\ThyCoocProgrammingLanguagesFormalVerificationTwoZeroOneEightPct}{31.2} \newcommand{\ThyCoocAlgorithmsMlTheoryTwoZeroOneEight}{4{,}519} 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