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+% =====================================================================
+% Generic two-column preview wrapper. Compiles WITHOUT the AAAI kit, so
+% you can read the paper now:   tectonic preview.tex
+% Shares the exact body (body.tex) and macros (defs.tex) with the official
+% AAAI version (main.tex). Layout differs from AAAI; content is identical.
+% =====================================================================
+\documentclass[twocolumn,letterpaper,10pt]{article}
+\usepackage[margin=0.7in]{geometry}
+\usepackage{natbib}
+\usepackage{microtype}
+
+\input{defs}
+
+\title{\bfseries What Does Random Feedback Cost?\\
+\large A Distributional Capacity and Operator-Gap Analysis of Feedback Alignment}
+\author{Anonymous submission}
+\date{}
+
+\begin{document}
+\maketitle
+\input{body}
+\end{document}