Update my_pages/ica.py

my_pages/ica.py

@@ -91,11 +91,17 @@ def render():
     # (x, y, text)
     locations = [
         (0.9, 0.1, "Random Seeds", "Random Seeds are highly arbitrary, without any convention or intentionality.", "left", "bottom"),
-        (0.3, 0.1, "Neural networks for Tabular Data", "Using neural networks of some arbitrary size (hidden layers) for a setting where \
+        (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.", "right", "bottom"),
-        (0.35, 0.6, "Pre-trained LLM for a Complex Task", "Using a high performing LLM for a complex task is intentional, however, it also has \
+        (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.", "right", "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", "center", "bottom"),
+        (0.7, 0.5, "Randomly chosen Regularization Technique", "Adding regularization to improve robustness, but choosing the regularization technique randomly,\
+                                                                    creates a decision that is intentional and arbitrary, while avoiding conventionality.", "left", "bottom"),
+        (0.1, 0.1, "ReLU Activation as Default", "Choosing ReLU activation without testing what other activations might also work,\
+                                                    is a highly conventional decision.", "right", "bottom"),
     ]
 
     torch_radius = 0.177  # how far the "torch" illuminates
@@ -118,5 +124,5 @@ def render():
     if len(explanations) > 0:
         text_to_show = ""
         for label, labeltext in explanations:
-            text_to_show += "**" + label + ":** " + labeltext + "<br>"
+            text_to_show += "<b>" + label + ":</b> " + labeltext + "<br>"
         add_red_text(text_to_show)