 class="anchor" aria-label="anchor" href="#validity-and-limitations"></a>
</h2>
<p>While synthetic data from LLMs offers valuable insights for
pretesting surveys, it’s important to recognize the limitations of this
approach. LLM-generated responses are approximations and might miss
nuances that come with real human respondents. For instance, the model
might not accurately reflect personal biases, experiences, or diverse
legal practices that influence real lawyers’ perspectives on
automation.</p>
<p>Addi