\section{Comparison of OPT with Other AI Classification Frameworks} \label{sec:comparison} \begin{center} \begin{tabular}{p{3cm} p{1.6cm} p{1.6cm} p{1.8cm} p{1.6cm} p{1.6cm}} \hline \textbf{Feature} & \textbf{Supervised / Unsupervised} & \textbf{Symbolic / Subsymbolic} & \textbf{OECD / Policy Frameworks} & \textbf{Model Cards / ADR} & \textbf{OPT} \\ \hline Mechanism-Level Classification & No & Partial & No & No & Yes \\ \hline Supports Hybrid Systems Explicitly & Limited & Limited & No & No & Yes \\ \hline Biological Correspondence & Partial & Limited & No & No & Yes \\ \hline Covers Evolutionary Methods & No & Partial & No & No & Yes \\ \hline Covers Control Systems & No & No & No & No & Yes \\ \hline Covers Swarm Methods & No & No & No & No & Yes \\ \hline Formal Grammar Defined & No & No & No & No & Yes \\ \hline Supports Governance Mapping & Indirect & No & Yes & Yes & Yes \\ \hline Detects Mechanism Drift & No & No & No & No & Yes \\ \hline Supports Agentic AI Reasoning & No & No & Limited & No & Yes \\ \hline Enables Mechanism-Guided Remediation & No & No & No & No & Yes \\ \hline \hline \end{tabular} \end{center}