diff --git a/PAGES/01_packageUpdate/index.html b/PAGES/01_packageUpdate/index.html
index aefe1b6..8327eaa 100644
--- a/PAGES/01_packageUpdate/index.html
+++ b/PAGES/01_packageUpdate/index.html
@@ -1748,7 +1748,7 @@ <h2>Conclusion</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\02_worldHeatmaps" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2351,12 +2351,12 @@ <h2>Conclusion</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2392,13 +2392,22 @@ <h2>Conclusion</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2459,6 +2468,15 @@ <h2>Conclusion</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/02_worldHeatmaps/index.html b/PAGES/02_worldHeatmaps/index.html
index cbdfffa..60646d3 100644
--- a/PAGES/02_worldHeatmaps/index.html
+++ b/PAGES/02_worldHeatmaps/index.html
@@ -1698,7 +1698,7 @@ <h2>Summary</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\03_LazyArrays" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2293,12 +2293,12 @@ <h2>Summary</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2334,13 +2334,22 @@ <h2>Summary</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2401,6 +2410,15 @@ <h2>Summary</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/03_LazyArrays/index.html b/PAGES/03_LazyArrays/index.html
index 63b843b..f07435f 100644
--- a/PAGES/03_LazyArrays/index.html
+++ b/PAGES/03_LazyArrays/index.html
@@ -1876,7 +1876,7 @@ <h2>When to Use Lazy Broadcasts?</h2> </p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\04_staticVectors" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2488,12 +2488,12 @@ <h2>When to Use Lazy Broadcasts?</h2> </p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2529,13 +2529,22 @@ <h2>When to Use Lazy Broadcasts?</h2> </p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2596,6 +2605,15 @@ <h2>When to Use Lazy Broadcasts?</h2> </p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/04_staticVectors/index.html b/PAGES/04_staticVectors/index.html
index 4693a54..567f3ad 100644
--- a/PAGES/04_staticVectors/index.html
+++ b/PAGES/04_staticVectors/index.html
@@ -1922,7 +1922,7 @@ <h2>Static Vectors</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\05_allocations" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2537,12 +2537,12 @@ <h2>Static Vectors</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2578,13 +2578,22 @@ <h2>Static Vectors</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2645,6 +2654,15 @@ <h2>Static Vectors</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/05_allocations/index.html b/PAGES/05_allocations/index.html
index 123e746..329614a 100644
--- a/PAGES/05_allocations/index.html
+++ b/PAGES/05_allocations/index.html
@@ -1897,7 +1897,7 @@ <h2>Why not Static Vectors?</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\06_preAllocations" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2504,12 +2504,12 @@ <h2>Why not Static Vectors?</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2545,13 +2545,22 @@ <h2>Why not Static Vectors?</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2612,6 +2621,15 @@ <h2>Why not Static Vectors?</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/06_preAllocations/index.html b/PAGES/06_preAllocations/index.html
index 5cabe36..b282845 100644
--- a/PAGES/06_preAllocations/index.html
+++ b/PAGES/06_preAllocations/index.html
@@ -1912,7 +1912,7 @@ <h2>Some Conclusions</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\07_AIcoding" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2523,12 +2523,12 @@ <h2>Some Conclusions</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2564,13 +2564,22 @@ <h2>Some Conclusions</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2631,6 +2640,15 @@ <h2>Some Conclusions</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/07_AIcoding/index.html b/PAGES/07_AIcoding/index.html
index 3056898..43ad6e7 100644
--- a/PAGES/07_AIcoding/index.html
+++ b/PAGES/07_AIcoding/index.html
@@ -1713,7 +1713,7 @@ <h2>Conclusions of the Tests</h2></p>
 <li><p><strong> ChatGPT-4 seems to be the top option at the moment</strong>, although its performance when applied to Julia is not breathtaking. Yet, it signals the possibility of better free alternatives arriving quite soon. Indeed, given the quick advances in the field, it&#39;s highly likely that this post will become obsolete within just a few months&#33;</p>
 </li>
 </ol>
-<ol>
+<ol start="2">
 <li><p><strong> LLaMA2-70b and Bard</strong> are the worst alternatives. Furthermore, I was expecting a better performance from Claude-2—I had previously used it for various tasks, and their results were outperforming ChatGPT-3.5 in several domains.</p>
 </li>
 </ol></div>
@@ -2145,7 +2145,7 @@ <h2>TEST 3: QUESTIONS ABOUT THE JULIA LANGUAGE</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\08_structural" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2760,12 +2760,12 @@ <h2>TEST 3: QUESTIONS ABOUT THE JULIA LANGUAGE</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2801,13 +2801,22 @@ <h2>TEST 3: QUESTIONS ABOUT THE JULIA LANGUAGE</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2868,6 +2877,15 @@ <h2>TEST 3: QUESTIONS ABOUT THE JULIA LANGUAGE</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/PAGES/08_structural/index.html b/PAGES/08_structural/index.html
index 6a5c52e..c0cd25f 100644
--- a/PAGES/08_structural/index.html
+++ b/PAGES/08_structural/index.html
@@ -1677,7 +1677,7 @@ <h2> NOTATION AND KEYBOARD SHORTCUTS</h2>
     <div class="row">
       <div class="col-lg- mx-auto">
         <h2>Introduction</h2></p>
-<ul>
+<div class="bullets"><ul>
 <li><p>  <span style="color: rgb(73, 113, 153);"><strong> Goal of the post</strong></span>: To examine strategies for quantifying a model that <strong> maintain a clear link between the equations and code, without compromising speed</strong>. The programming language used is Julia.</p>
 </li>
 </ul>
@@ -1692,14 +1692,14 @@ <h2>Introduction</h2></p>
 <ul>
 <li><p>  <span style="color: rgb(73, 113, 153);"><strong> Tasks for which the post can be relevant</strong></span>: the approaches presented seek a balance between speed and code readability. This implies that, while there may be methods to increase computational speed, the emphasis is on approaches that don&#39;t demand too many additional lines of code or a whole rewriting of the script &#40;relative to what&#39;s standard in Julia&#41;.</p>
 </li>
-</ul>
-<p>The <strong> main conclusions</strong> of the post are:</p>
-<ol>
+</ul></div>
+<p>The <strong> main conclusions</strong> of the post are: </p>
+<div class="bullets"><ol>
 <li><p>Unicode characters require more typing, but are effective in establishing a direct link with the mathematical terms. </p>
 </li>
-<li><p>While for-loops commonly represent the most efficient approach in Julia, they can affect readability. I show that a vectorized form can circumvent this by applying various tools to achieve an identical performance. </p>
+<li><p>While for-loops commonly represent the most efficient approach in Julia, they can affect readability. I show that a vectorized form can circumvent this by applying various tools to achieve an identical performance.</p>
 </li>
-</ol>
+</ol></div>
  <div class=warning>  <div class=title>  <span class="warning_title" style="font-weight:500;">
       <img src="/blog/assets/icons/warning.png" style="width:auto; height:30px;opacity:0.99;padding-bottom:4px; margin-left:-4px;">      
       Warning! </span>  </div>  <div class=content>     The illustration is based on the solution of a non-linear system of equations. <strong> If you're only interested in the implementation in Julia</strong>, go directly to <a href="/blog/PAGES/08_structural/#summary_of_equations_to_be_solved">this section</a>. I start there by summarizing the system of equations to solve, and <strong> provide explanations that don't require any knowledge of Economics</strong>.  </div>  </div>
@@ -2228,7 +2228,7 @@ <h2>Vectorized Code: My Preferred Solution</h2></p>
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"> Previous Post</a></span>
        <span class="right-text"><a href="/blog/PAGES\01_packageUpdate" class="nextPage">Next Post <img src="/blog/assets/icons/next-page.png"
         style="width:40px; height:auto;opacity:0.9;padding-bottom:5px;"></a>    </span>              
-    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 4, 2023 </span>  
+    <span class="center-text">  © Martin Alfaro <br>Website Last Modified on September 5, 2023 </span>  
   </div>
 <!-- </p>  -->
 </footer>
@@ -2860,12 +2860,12 @@ <h2>Vectorized Code: My Preferred Solution</h2></p>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -2901,13 +2901,22 @@ <h2>Vectorized Code: My Preferred Solution</h2></p>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -2968,6 +2977,15 @@ <h2>Vectorized Code: My Preferred Solution</h2></p>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/css/custom.css b/css/custom.css
index d9b7c4f..22f4554 100644
--- a/css/custom.css
+++ b/css/custom.css
@@ -8,20 +8,20 @@
   margin-top: -1em;  
   padding-bottom:1.5em;
 }
-.bullets ul { 
+.bullets ul,  .bullets ol{ 
   margin-left: 0em;
   line-height: 1.15;
   padding-top: 8px;
 }
   
 
-.bullets ul li { 
+.bullets ul li , .bullets ol li{ 
     margin-left: 1em;
     padding:0; 
     margin-bottom: -0.5em;  
     }
 
-.bullets ul li p { 
+.bullets ul li p, .bullets ol li p{ 
   margin-left: 0em;
   line-height: 1.55;
   text-indent:0;}
diff --git a/index.html b/index.html
index f568d34..9194e31 100644
--- a/index.html
+++ b/index.html
@@ -1842,12 +1842,12 @@ <h1>T.E.C.H.</h1>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -1883,13 +1883,22 @@ <h1>T.E.C.H.</h1>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -1950,6 +1959,15 @@ <h1>T.E.C.H.</h1>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/links/index.html b/links/index.html
index ca78c33..ca18f1d 100644
--- a/links/index.html
+++ b/links/index.html
@@ -1840,12 +1840,12 @@ <h2>Free AI Tools for Coding</h2> The following three are the most useful.<br/>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -1881,13 +1881,22 @@ <h2>Free AI Tools for Coding</h2> The following three are the most useful.<br/>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -1948,6 +1957,15 @@ <h2>Free AI Tools for Coding</h2> The following three are the most useful.<br/>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/list_posts/index.html b/list_posts/index.html
index 79684fe..342d8b2 100644
--- a/list_posts/index.html
+++ b/list_posts/index.html
@@ -1850,12 +1850,12 @@ <h1>List of Posts</h1>
 
       .index_container,  .index_container section{font-size: 100%;}
       
-
       .index_container{
         padding-left:1%;
         padding-right:1%;              
       }
 
+      
       h1 {font-size: 180%; padding-top:0.5em ;padding-bottom:0em; }
       h2, .lead {font-size: 110%; }
       .lead {padding-top:0em;padding-bottom: 1em;}
@@ -1891,13 +1891,22 @@ <h1>List of Posts</h1>
      
 
       /* .left_bar ul {padding-left:0 !important; margin-left:0}   */
-      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.5em;padding-bottom:1.5em !important; height:auto;}
+      .left_bar ul, .left_bar ul li {text-indent:0; padding-top:0.0em !important;padding-bottom:1.5em !important; height:auto;}
       
-      .left_bar ul li a {width:60px !important;}  
+      .left_bar ul li a {width:60px !important; }  
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
-    
+      
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
+
       
 }
 
@@ -1958,6 +1967,15 @@ <h1>List of Posts</h1>
 
       .left_bar img{
       width:0% !important; height:0% !important; visibility: hidden;}  
+
+      .modal {padding: 2px !important;}
+      
+      .bullets ol, .itemNoSpace ol{padding: 6px; }
+      .bullets ul li, .itemNoSpace ul li{padding-right: 5%; padding-left:0;margin-left:0;}
+      .bullets ul li p, .itemNoSpace ul li p {line-height:1.55;}
+      
+      .index_container ul li {padding-right: 5%; padding-left: 0}
+      .index_container ul {padding-right: 0; padding-left: 5%;}
 }
 
 
diff --git a/sitemap.xml b/sitemap.xml
index ddd9958..d9b01e0 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -57,7 +57,7 @@
 </url>
 <url>
     <loc>PAGES\07_AIcoding\index.html</loc>
-    <lastmod>2023-08-01</lastmod>
+    <lastmod>2023-09-05</lastmod>
     <changefreq>monthly</changefreq>
     <priority>0.5</priority>
 </url>