34 lines
973 B
TeX
Executable File
34 lines
973 B
TeX
Executable File
\section*{OPT Roots and Characteristic Agent Failure Modes}
|
|
\label{tab:opt-agent-failures}
|
|
|
|
\begin{center}
|
|
\begin{tabular}{p{2.5cm} p{4.5cm} p{6cm}}
|
|
\hline
|
|
\textbf{OPT Root} & \textbf{Primary Mechanism} & \textbf{Characteristic Failure Modes} \\
|
|
\hline
|
|
\Lrn & Parametric learning &
|
|
Overfitting, distributional shift, catastrophic forgetting, spurious
|
|
correlations \\
|
|
|
|
\Evo & Evolutionary adaptation &
|
|
Premature convergence, loss of diversity, unstable fitness dynamics \\
|
|
|
|
\Sym & Symbolic reasoning &
|
|
Rule inconsistency, brittleness, combinatorial rule explosion \\
|
|
|
|
\Prb & Probabilistic inference &
|
|
Miscalibration, uncertainty collapse, incorrect priors \\
|
|
|
|
\Sch & Search and optimization &
|
|
Heuristic bias, local minima, combinatorial explosion \\
|
|
|
|
\Ctl & Control and feedback &
|
|
Oscillation, instability, delayed response, unsafe transients \\
|
|
|
|
\Swm & Swarm dynamics &
|
|
Incoherent emergence, sensitivity to noise, coordination failure \\
|
|
\hline
|
|
\end{tabular}
|
|
\end{center}
|
|
|