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diff --git a/books/AIPP/index.html b/books/AIPP/index.html
@@ -1536,7 +1536,7 @@ <h2 id="ch1-why-parallel-programming">Ch1. Why Parallel Programming?<a class="he
 <!-- prettier-ignore-end -->
 
 <ul>
-<li>Two approaches to parallel programming: <ul>
+<li>Two approaches to parallel programming:<ul>
 <li>Task-parallelism</li>
 <li>Data-parallelism</li>
 <li>Explanaition: The first part of global sum example is task-parallelism, each core carries out roughtly the same oprations on its assigned elements. And the second part is data-parallelism, receiving and adding the cores' partial sums.</li>
@@ -1573,11 +1573,11 @@ <h2 id="ch1-why-parallel-programming">Ch1. Why Parallel Programming?<a class="he
 <p>And we distinguish between three terms:</p>
 <ul>
 <li><strong>Concurrent</strong>: a program is one in which multiple tasks can be in progress
-at any instant.</li>
+    at any instant.</li>
 <li><strong>Parallel</strong>: a program is one in which multiple tasks cooperate closely
-to solve a problem.</li>
+    to solve a problem.</li>
 <li><strong>Distributed</strong>: a program may need to cooperate with other programs
-to solve a problem.</li>
+    to solve a problem.</li>
 </ul>
 <!-- prettier-ignore-start -->
 <div class="admonition tip">
@@ -1734,7 +1734,7 @@ <h3 id="21-background">2.1 Background<a class="headerlink" href="#21-background"
 <h3 id="22-modifications-to-the-von-neumann-model">2.2 Modifications to the von Neumann Model<a class="headerlink" href="#22-modifications-to-the-von-neumann-model" title="Permanent link">&para;</a></h3>
 <ul>
 <li>Caching (CPU Cache)<ul>
-<li>Terminology: <ul>
+<li>Terminology:<ul>
 <li>spatial locality, temporal locality</li>
 <li>cache miss</li>
 <li>write-through, write-back</li>
@@ -1985,7 +1985,7 @@ <h3 id="34-collective-communication">3.4 Collective Communication<a class="heade
 </code></pre></div>
 <ul>
 <li>Key is the fifth argument <code>operator</code>.<ul>
-<li>Find: <code>MPI_MAX</code>, <code>MPI_MIN</code>, <code>MPI_MAXLOC</code>, <code>MPI_MINLOC</code> </li>
+<li>Find: <code>MPI_MAX</code>, <code>MPI_MIN</code>, <code>MPI_MAXLOC</code>, <code>MPI_MINLOC</code></li>
 <li>Compute: <code>MPI_SUM</code>, <code>MPI_PROD</code></li>
 <li>Bitwise: <code>MPI_BAND</code>, <code>MPI_BOR</code>, <code>MPI_BXOR</code></li>
 <li>Logical: <code>MPI_LAND</code>, <code>MPI_LOR</code>, <code>MPI_LXOR</code></li>