another test

Author: edwardchalstrey1

examples/LLM.ipynb

@@ -539,7 +539,7 @@
    "source": [
     "# Conclusion\n",
     "\n",
-    "Using DeepSeek-R1, as an example of a recent language model with advanced capabilities, we have provided a series of prompts to test its knowledge of history, using expert reviewed data from the Seshat Global History data as a ground truth. We have specifically asked a set of questions that would require some level of reasoning, rather than just knowledge. Since the model was run locally, it was unable to query online resources, all answers coming directly from the model itself.\n",
+    "Using **DeepSeek-R1**, as an example of a recent language model with advanced capabilities, we have provided a series of prompts to test its knowledge of history, using expert reviewed data from the Seshat Global History data as a ground truth. We have specifically asked a set of questions that would require some level of reasoning, rather than just knowledge. Since the model was run locally, it was unable to query online resources, all answers coming directly from the model itself.\n",
     "\n",
     "The questions are all about social complexity and military technology, and pertain to variables for which data has been collected in Seshat, across a range of historical polities. These polities vary by era and geography, but the only information we gave the LLM was the polity name and the years in which it was active. The prompts read something like this:\n",
     "\n",