1% generated by tables/make_tables.py from /Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/informatique/wp44/results/econometrics/its_results.json2\begin{longtable}{lrrrrr}3\caption{ITS level change (HAC $p$) by category at the five pre-specified event dates.}\label{tab:p9-altdates}\\4\toprule5\textbf{Category} & \textbf{GPT-3} & \textbf{DALL$\cdot$E 2} & \textbf{ChatGPT} & \textbf{GPT-4} & \textbf{o1} \\6\midrule7\endfirsthead8\toprule9\textbf{Category} & \textbf{GPT-3} & \textbf{DALL$\cdot$E 2} & \textbf{ChatGPT} & \textbf{GPT-4} & \textbf{o1} \\10\midrule11\endhead12AI Agents and Autonomous Systems & -0.359 (0.029) & -0.320 (0.003) & -0.210 (0.028) & -0.151 (0.090) & +0.226 (0.003) \\13AI Safety and Alignment & -0.226 (0.034) & -0.311 (0.000) & -0.206 (0.002) & -0.080 (0.244) & +0.150 (0.010) \\14Accelerators and AI Hardware & -0.099 (0.273) & -0.137 (0.027) & -0.113 (0.027) & -0.043 (0.455) & +0.093 (0.016) \\15Algorithms and Data Structures & -0.060 (0.209) & -0.076 (0.010) & -0.045 (0.039) & -0.020 (0.410) & +0.092 (0.002) \\16Applied Cryptography & -0.101 (0.132) & -0.052 (0.052) & +0.002 (0.922) & +0.035 (0.082) & +0.142 (0.002) \\17Autonomous Scientific Discovery & -0.109 (0.170) & -0.294 (0.000) & -0.155 (0.038) & -0.087 (0.239) & +0.011 (0.793) \\18Blockchain Systems & -0.065 (0.362) & -0.023 (0.654) & -0.008 (0.858) & -0.024 (0.571) & +0.007 (0.842) \\19Cloud Computing & -0.114 (0.155) & -0.063 (0.155) & +0.003 (0.936) & +0.010 (0.785) & +0.192 (0.002) \\20Compilers & -0.098 (0.158) & -0.098 (0.015) & -0.028 (0.471) & +0.003 (0.937) & +0.090 (0.086) \\21Computational Biology & -0.012 (0.750) & -0.141 (0.000) & -0.116 (0.000) & -0.084 (0.012) & +0.014 (0.487) \\22Computational Complexity & -0.133 (0.043) & -0.116 (0.000) & -0.068 (0.000) & -0.016 (0.438) & +0.173 (0.000) \\23Computer Architecture & -0.084 (0.294) & -0.057 (0.151) & -0.009 (0.771) & +0.027 (0.385) & +0.141 (0.003) \\24Computer Graphics & -0.119 (0.056) & -0.046 (0.026) & +0.043 (0.090) & +0.099 (0.000) & +0.129 (0.024) \\25Computer Networks & -0.045 (0.393) & +0.004 (0.835) & +0.043 (0.021) & +0.037 (0.241) & +0.125 (0.001) \\26Computer Vision & -0.043 (0.442) & -0.038 (0.104) & +0.024 (0.305) & +0.057 (0.019) & +0.092 (0.013) \\27Cybersecurity & -0.113 (0.121) & -0.083 (0.015) & -0.021 (0.408) & +0.010 (0.713) & +0.149 (0.001) \\28Database Systems & -0.107 (0.090) & -0.041 (0.275) & -0.013 (0.615) & +0.019 (0.434) & +0.129 (0.005) \\29Deep Learning Architectures & -0.004 (0.937) & -0.114 (0.008) & -0.071 (0.126) & -0.051 (0.260) & +0.008 (0.792) \\30Distributed Computing & -0.153 (0.052) & -0.108 (0.008) & -0.034 (0.282) & +0.001 (0.976) & +0.191 (0.000) \\31Edge Computing & -0.011 (0.861) & -0.069 (0.037) & -0.044 (0.139) & -0.044 (0.154) & +0.083 (0.027) \\32Federated Learning & +0.166 (0.002) & -0.101 (0.067) & -0.126 (0.007) & -0.092 (0.075) & -0.115 (0.010) \\33Formal Verification & -0.128 (0.138) & -0.174 (0.003) & -0.109 (0.029) & -0.056 (0.303) & +0.063 (0.246) \\34Foundation Models & -0.164 (0.049) & -0.221 (0.002) & -0.075 (0.340) & +0.023 (0.756) & +0.084 (0.173) \\35Generative AI & -0.274 (0.028) & -0.173 (0.007) & +0.036 (0.556) & +0.150 (0.017) & +0.324 (0.000) \\36Human-Computer Interaction & -0.156 (0.040) & -0.041 (0.043) & +0.049 (0.027) & +0.101 (0.000) & +0.191 (0.004) \\37Information Retrieval & -0.177 (0.080) & -0.167 (0.001) & -0.094 (0.019) & -0.034 (0.378) & +0.229 (0.000) \\38Large Language Models & -0.380 (0.007) & -0.182 (0.002) & +0.106 (0.075) & +0.236 (0.002) & +0.457 (0.001) \\39Machine Learning Theory & -0.179 (0.020) & -0.162 (0.001) & -0.080 (0.090) & -0.047 (0.296) & +0.081 (0.026) \\40Multimodal AI & -0.258 (0.016) & -0.129 (0.004) & +0.025 (0.600) & +0.150 (0.002) & +0.330 (0.001) \\41Natural Language Processing & -0.204 (0.015) & -0.127 (0.002) & +0.016 (0.694) & +0.080 (0.105) & +0.228 (0.003) \\42Operating Systems & -0.139 (0.047) & -0.062 (0.208) & -0.033 (0.417) & -0.036 (0.350) & +0.101 (0.019) \\43Privacy-Preserving Computation & -0.044 (0.469) & -0.073 (0.037) & -0.001 (0.965) & +0.042 (0.200) & +0.198 (0.001) \\44Programming Languages & -0.073 (0.281) & -0.083 (0.061) & -0.040 (0.381) & -0.030 (0.568) & +0.000 (0.996) \\45Quantum Computing & -0.170 (0.024) & -0.134 (0.021) & -0.087 (0.039) & -0.025 (0.582) & +0.150 (0.000) \\46Reinforcement Learning & -0.148 (0.069) & -0.216 (0.002) & -0.164 (0.013) & -0.158 (0.006) & +0.054 (0.071) \\47Robotics & -0.062 (0.237) & -0.051 (0.064) & +0.012 (0.660) & +0.034 (0.256) & +0.037 (0.326) \\48Scientific Computing & -0.027 (0.548) & -0.086 (0.001) & -0.047 (0.054) & -0.036 (0.109) & +0.034 (0.094) \\49Software Engineering & -0.097 (0.308) & -0.034 (0.279) & +0.048 (0.124) & +0.102 (0.003) & +0.157 (0.017) \\50Speech and Audio Computing & -0.119 (0.038) & -0.074 (0.039) & +0.036 (0.354) & +0.069 (0.151) & +0.049 (0.413) \\51Sustainable Computing & -0.089 (0.256) & -0.020 (0.455) & +0.049 (0.048) & +0.056 (0.106) & +0.222 (0.000) \\52\bottomrule53\multicolumn{6}{p{0.95\linewidth}}{\footnotesize Each column re-estimates equation~\eqref{eq:its} with the event at the stated month; entries are the log level change with the HAC $p$-value in parentheses. The five estimates of a row are not independent: they are the same series with the break moved.}\\54\end{longtable}55