Update my_pages/ica.py

my_pages/ica.py

@@ -100,17 +100,17 @@ def render():
 
     # --- Dummy points ---
     locations = [
-        (0.9, 0.1, "Random Seeds", "Random Seeds are highly arbitrary, without any convention or intentionality.", 
+        (0.9, 0.1, "Random Seeds", "Randomness is highly arbitrary, without any convention or intentionality.", 
          "left", "bottom"),
-        (0.35, 0.06, "Neural networks for Tabular Data", "Using neural networks of some arbitrary size (hidden layers) for a setting where they are not needed is highly conventional, a bit arbitrary, and has very low intentionality.", 
+        (0.35, 0.06, "Neural networks for Tabular Data", "Using an unnecessarily complex AI model for a setting where its not needed is highly conventional, a bit arbitrary, and has very low intentionality.", 
          "left", "bottom"),
-        (0.4, 0.5, "Pre-trained LLM for a Complex Task", "Using a high performing LLM for a complex task is intentional, however, it also has conventionality to it, as a specialized model could have worked, depending on context. No arbitrariness.", 
+        (0.4, 0.5, "Foundation Model for a Complex Task", "Using a language model for a complex task is intentional, however, it also has conventionality to it, as a specialized model could have worked. Low arbitrariness.", 
          "center", "bottom"),
-        (0.5, 0.7, "Best Bias Mitigation for a Particular Setup", "Choosing the most appropriate bias mitigation technique, specialized for the particular context, is highly intentional", 
+        (0.5, 0.7, "Best Bias Mitigation for a Particular Setup", "Choosing the most appropriate bias mitigation technique, specialized for the particular setup, is highly intentional.", 
          "center", "bottom"),
-        (0.7, 0.5, "Randomly chosen Regularization", "Adding regularization to improve robustness, but choosing the regularization technique randomly, creates a decision that is intentional and arbitrary, while avoiding conventionality.", 
+        (0.7, 0.5, "Randomly chosen Regularization", "Adding regularization, but choosing the regularization method randomly, creates a decision that is intentional and arbitrary, while avoiding conventionality.", 
          "center", "top"),
-        (0.15, 0.15, "ReLU Activation as Default", "Choosing ReLU activation without testing what other activations might also work, is a highly conventional decision.", 
+        (0.15, 0.15, "ReLU Activation as Default", "Choosing some popular architecture component without testing what other components could have worked, is a highly conventional decision.", 
          "center", "bottom"),
     ]
 
@@ -135,5 +135,5 @@ def render():
     if len(explanations) > 0:
         text_to_show = ""
         for label, labeltext in explanations:
-            text_to_show += "<b>" + label + ":</b> " + labeltext + "<br>"
+            text_to_show += "<b>" + label + ":</b> " + labeltext + "<br><br>"
         add_red_text(text_to_show)