1% ============================================================================2% UQO Working Paper Template — Economics / Finance3% ============================================================================4\documentclass[12pt,letterpaper]{article}56% --- Encoding & Language ---7\usepackage[utf8]{inputenc}8\usepackage[T1]{fontenc}9\DeclareUnicodeCharacter{2212}{--}10\DeclareUnicodeCharacter{2192}{$\rightarrow$}11\DeclareUnicodeCharacter{2265}{$\geq$}12\DeclareUnicodeCharacter{2264}{$\leq$}13\DeclareUnicodeCharacter{00D7}{$\times$}14\DeclareUnicodeCharacter{2026}{\ldots}15\DeclareUnicodeCharacter{2248}{$\approx$}16\DeclareUnicodeCharacter{03B2}{$\beta$}17\DeclareUnicodeCharacter{03C4}{$\tau$}18\DeclareUnicodeCharacter{0394}{$\Delta$}19\DeclareUnicodeCharacter{03B1}{$\alpha$}20\DeclareUnicodeCharacter{03C1}{$\rho$}21\DeclareUnicodeCharacter{03C3}{$\sigma$}22\DeclareUnicodeCharacter{0398}{$\Theta$}23\DeclareUnicodeCharacter{2208}{$\in$}24\DeclareUnicodeCharacter{2227}{$\wedge$}25\DeclareUnicodeCharacter{00B2}{$^2$}26\DeclareUnicodeCharacter{2713}{yes}27\DeclareUnicodeCharacter{2714}{yes}28\DeclareUnicodeCharacter{2011}{-}2930\usepackage[english]{babel}3132% --- Page Layout ---33\usepackage[34 letterpaper,35 top=1in,36 bottom=1in,37 left=1in,38 right=1in39]{geometry}4041% --- Typography ---42\usepackage{mathptmx} % Times-like font (text + math)43\usepackage{microtype} % Improved typographic refinements44\usepackage{setspace}45\onehalfspacing % 1.5 line spacing4647% --- Math ---48\usepackage{amsmath,amssymb,amsthm}4950% --- Tables ---51\usepackage{booktabs}52\usepackage{tabularx}53\usepackage{multirow}54\usepackage{threeparttable}55\usepackage{siunitx}56\sisetup{57 input-symbols = {()},58 table-format = -1.3,59 parse-numbers = false60}6162% --- Figures ---63\usepackage{graphicx}64\usepackage{subcaption}65\usepackage{algorithm}66\usepackage{algpseudocode}67\usepackage{longtable}68\usepackage{array}69\usepackage{adjustbox}70\usepackage{fvextra}71\usepackage{float}7273% --- Colors & Links ---74\usepackage[dvipsnames]{xcolor}75\usepackage[76 colorlinks = true,77 linkcolor = NavyBlue,78 citecolor = NavyBlue,79 urlcolor = NavyBlue,80 breaklinks = true81]{hyperref}8283% --- Bibliography ---84\usepackage[authoryear,round,semicolon]{natbib}85\bibliographystyle{aer}8687% --- Captions ---88\usepackage[89 font = small,90 labelfont = bf,91 labelsep = period,92 justification = justified,93 singlelinecheck = false94]{caption}9596% --- Headers & Footers ---97\usepackage{fancyhdr}98\pagestyle{fancy}99\fancyhf{}100\renewcommand{\headrulewidth}{0pt}101\fancyfoot[C]{\thepage}102103% --- Section Formatting ---104\usepackage{titlesec}105\titleformat{\section}{\large\bfseries}{\thesection.}{0.5em}{}106\titleformat{\subsection}{\normalsize\bfseries}{\thesubsection.}{0.5em}{}107\titleformat{\subsubsection}{\normalsize\itshape}{\thesubsubsection.}{0.5em}{}108109% --- Appendix Support ---110\usepackage[toc,page]{appendix}111112% --- Misc ---113\usepackage{enumitem}114\setlist{nosep,leftmargin=*}115116% ============================================================================117% METADATA — Edit these fields for each working paper118% ============================================================================119% ---------------------------------------------------------------------------120% WP42 metadata121% ---------------------------------------------------------------------------122\newcommand{\WPnumber}{42}123\newcommand{\WPtitle}{The Autonomous White-Collar Worker}124\newcommand{\WPsubtitle}{Measuring the Economic Frontier of Claude Code, Computer-Using Agents, and Autonomous Knowledge Work}125\newcommand{\WPauthor}{Simon-Pierre Boucher}126\newcommand{\WPaffiliation}{Département des sciences administratives, Université du Québec en Outaouais}127\newcommand{\WPemail}{simon-pierre.boucher@uqo.ca}128\newcommand{\WPaddress}{283, boulevard Alexandre-Taché, Gatineau (Québec) J8X 3X7, Canada}129\newcommand{\WPdate}{November 2026}130\newcommand{\WPversion}{1.0}131\newcommand{\WPabstract}{\input{sections/abstract}}132\newcommand{\WPkeywords}{autonomous agents; computer-use agents; Claude Code; task-based automation; labor economics; experimental economics; benchmarks; reliability; cost-effectiveness}133\newcommand{\WPjel}{C93; J24; O33; L86; M15; C88}134\graphicspath{{figures/}{../analysis/figures/out/}}135136\begin{document}137\input{sections/titlepage}138\newpage139\tableofcontents140\newpage141\input{sections/introduction}142\input{sections/literature}143\input{sections/theory}144\input{sections/benchmark}145\input{sections/design}146\input{sections/infrastructure}147\input{sections/data}148\input{sections/results}149\input{sections/reliability}150\input{sections/implications}151\input{sections/conclusion}152\input{sections/disclosure}153\clearpage154\bibliography{../literature/references}155\clearpage156\appendix157\input{appendices/math}158\input{appendices/scenarios}159\input{appendices/rubrics}160\input{appendices/infrastructure}161\input{appendices/reproducibility}162\input{appendices/robustness}163\end{document}164