Update my_pages/txt_pages.py

my_pages/txt_pages.py

@@ -10,7 +10,7 @@ def render():
             ("A problem central to AI is the 'prediction problem', i.e., "
              "being able to anticipate outcomes based on the information we already have.", 4),
             ("Unfortunately, translating the nuances of real world into 'data' can result in information loss. "
-             "This makes the prediction problem <i>imperfect</i>.", 5),
+             "This makes the prediction problem <b><i>imperfect</i></b>.", 5),
             ("<br><br>Click 'Next' to create the data for a real-world problem and notice the information loss.", 1)
         ]
     
@@ -23,9 +23,9 @@ def render():
             ("Since there is missing information, this leaves room for multiple possible ways to fill the gap.", 3),
             ("The existence of multiple equally correct interpretations of data (i.e., AI models), "
              "with no evidence to elevate one over another due to lack of information, "
-             "is known as the <i>Rashomon effect.</i>", 4),
+             "is known as the <u><i>Rashomon effect.</i></u>", 4),
             ("As these models represent different interpretations of data, they might disagree with each other, "
-             "thus creating conflicting predictions, known as <i>predictive multiplicity.</i>", 4),
+             "thus creating conflicting predictions, known as <b><u><i>predictive multiplicity.</i></u></b>", 4),
             ("<br><br>Click 'Next' to observe the Rashomon effect and multiplicity on an actual dataset.", 1)
         ]
     
@@ -36,7 +36,7 @@ def render():
         
         paragraphs = [
             ("With the existence of numerous interpretations, the choice to pick one falls on the developer.", 3),
-            ("A developer makes countless decisions when desiging the model that directly impact the eventual interpretation being chosen", 4),
+            ("A developer makes countless decisions when desiging the model that directly impact the eventual interpretation being chosen.", 4),
             ("<br><br>Click 'Next' and take a tiny glimpse into various choices a developer has to make.", 1)
         ]