diff --git a/presentation/learning-journey/index.html b/presentation/learning-journey/index.html
index ccf095d..9264d23 100644
--- a/presentation/learning-journey/index.html
+++ b/presentation/learning-journey/index.html
@@ -163,21 +163,27 @@
 
             <span style="position: absolute; top: 2%; left: 45%; transform: rotate(3deg); background: #7b1fa2; color: #fff; padding: 8px 16px; border-radius: 24px; font-size: 1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">agentic engineering</span>
 
-            <span style="position: absolute; top: 6%; left: 72%; transform: rotate(-6deg); background: #e65100; color: #fff; padding: 9px 18px; border-radius: 24px; font-size: 1.05rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">hallucination prompt engineering</span>
+            <span style="position: absolute; top: 5%; left: 72%; transform: rotate(-5deg); background: #e65100; color: #fff; padding: 8px 16px; border-radius: 24px; font-size: 0.95rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">hallucination</span>
+
+            <!-- Row 1b -->
+            <span style="position: absolute; top: 11%; left: 68%; transform: rotate(4deg); background: #2e7d32; color: #fff; padding: 9px 18px; border-radius: 24px; font-size: 1.05rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">prompt engineering</span>
 
             <!-- Row 2 -->
             <span style="position: absolute; top: 18%; left: 3%; transform: rotate(5deg); background: #2e7d32; color: #fff; padding: 9px 18px; border-radius: 24px; font-size: 1.1rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">context engineering</span>
 
             <span style="position: absolute; top: 20%; left: 35%; transform: rotate(-3deg); background: #e65100; color: #fff; padding: 7px 14px; border-radius: 24px; font-size: 0.9rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">context bloat</span>
 
-            <span style="position: absolute; top: 17%; left: 60%; transform: rotate(4deg); background: #1565c0; color: #fff; padding: 11px 22px; border-radius: 24px; font-size: 1.3rem; font-weight: 700; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">progressive disclosure</span>
+            <span style="position: absolute; top: 17%; left: 58%; transform: rotate(4deg); background: #1565c0; color: #fff; padding: 11px 22px; border-radius: 24px; font-size: 1.3rem; font-weight: 700; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">progressive disclosure</span>
 
             <!-- Row 3 (middle) -->
             <span style="position: absolute; top: 35%; left: 8%; transform: rotate(-5deg); background: #2e7d32; color: #fff; padding: 10px 20px; border-radius: 24px; font-size: 1.15rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">context rot</span>
 
             <span style="position: absolute; top: 37%; left: 30%; transform: rotate(6deg); background: #7b1fa2; color: #fff; padding: 12px 24px; border-radius: 24px; font-size: 1.4rem; font-weight: 700; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">orchestration</span>
 
-            <span style="position: absolute; top: 33%; left: 60%; transform: rotate(-4deg); background: #e65100; color: #fff; padding: 9px 18px; border-radius: 24px; font-size: 1.05rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">one shot AI slop</span>
+            <span style="position: absolute; top: 33%; left: 60%; transform: rotate(-3deg); background: #e65100; color: #fff; padding: 8px 16px; border-radius: 24px; font-size: 0.95rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">short prompting</span>
+
+            <!-- Row 3b -->
+            <span style="position: absolute; top: 42%; left: 62%; transform: rotate(5deg); background: #2e7d32; color: #fff; padding: 9px 18px; border-radius: 24px; font-size: 1.05rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">AI slop</span>
 
             <!-- Row 4 -->
             <span style="position: absolute; top: 52%; left: 2%; transform: rotate(3deg); background: #7b1fa2; color: #fff; padding: 8px 16px; border-radius: 24px; font-size: 0.95rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 8px rgba(0,0,0,0.15);">MCP</span>