\documentclass[12pt]{article} \usepackage{amsmath,amsthm,mathtools} \usepackage[a4paper,margin=1in]{geometry} %\usepackage{times} \usepackage[T1]{fontenc} \usepackage{newtxtext,newtxmath} % unified serif + math fonts \usepackage{microtype} % optional quality %(If you switch to LuaLaTeX/XeLaTeX later, instead use %\usepackage{fontspec}\setmainfont{TeX Gyre Termes} \usepackage{natbib} \usepackage{hyperref} \usepackage{enumitem} \usepackage{booktabs} \usepackage{doi} \usepackage{tikz} \usetikzlibrary{arrows.meta,positioning,fit,calc} \usepackage{pgfplots} \usepgfplotslibrary{polar} % Toggles and figure sizes (larger for readability) % Toggles and figure sizes (larger for readability) \newif\iftwocol \twocolfalse \newcommand{\figureW}{0.95\textwidth} \newcommand{\figureH}{0.62\textwidth} \usepackage{algorithm} \usepackage{algpseudocode} \input{pieces/preamble-extra} \title{Beyond “Supervised vs.\ Unsupervised”:\\ An Operational-Premise Taxonomy for Artificial Intelligence} \author{Wesley R.~Elsberry} \date{\today} \begin{document} \maketitle % \input{pieces/body-shared} \input{pieces/abstract} \input{pieces/intro} \input{pieces/operational-premise-taxonomy} \input{pieces/fig-opt-landscape} \input{pieces/fig-opt-hybrid-tree} \input{pieces/background-intro} \include{pieces/related-work} \include{pieces/para-bridge-comparative-landscape} \include{pieces/table-opt-comparison} \include{pieces/comparative-analysis} \include{pieces/examples-and-mapping} \include{pieces/table-optmap} \include{pieces/orthogonal-axes-and-risks} \include{pieces/table-opt-risk} \include{pieces/fig-opt-radar-1} \include{pieces/fig-opt-radar-2} \include{pieces/artificial-immune-systems} \include{pieces/design-governance} \include{pieces/discussion} \input{pieces/math-foundations-bio-correspondence} \include{pieces/conclusions} \appendix \include{pieces/app-opt-code-spec} \include{pieces/app-opt-code-evaluation-protocol} \include{pieces/app-code-evaluation-workflow-pseudocode} \include{pieces/app-opt-code-prompt-section} \include{pieces/app-prompt-minimal} \include{pieces/app-prompt-maximal} \include{pieces/app-opt-storage-logs} \section{Guidance on LLM Choice for Evaluation Workflow} \begin{verbatim}[\input{pieces/local-llm-choice.txt}] \end{verbatim} \section{References} \bibliographystyle{plainnat} \bibliography{references} \end{document}