Update app.py

app.py

@@ -234,7 +234,7 @@ with gr.Blocks(theme=gr.themes.Soft(), title="🧬 The Genomic Oracle 🧬") as
         """
         <div style="text-align: center; padding-bottom: 10px;">
             <h1 style="font-size: 3.5rem; font-weight: bold; margin-bottom: 0.2rem;">🧬 The Genomic Oracle 🧬</h1>
-            <h3 style="margin-top: 0; font-weight: normal;"><b>University of Maryland Global Campus (UMGC)</b> | Bioinformatics Capstone Project</h3>
+            <h3 style="margin-top: 0; font-weight: normal;"><b>University of Maryland Global Campus</b> | Bioinformatics Capstone</h3>
         </div>
         <hr>
         """
@@ -245,7 +245,7 @@ with gr.Blocks(theme=gr.themes.Soft(), title="🧬 The Genomic Oracle 🧬") as
         """
         Welcome to the official interface for **The Genomic Oracle**, a cascaded machine learning pipeline designed for high-precision DNA sequence classification. 
         
-        ### 🧠 The 4-Stage Architecture
+        ### The 4-Stage Cascading Architecture
         1. **The Gatekeeper:** Logistic Regression model rapidly screens native k-mer vectors to identify protein-coding vs. non-coding potential.
         2. **Structural Mapper:** LightGBM model classifies the sequence into 1 of 7 structural features (e.g., Exons, UTRs, Enhancers).
         3. **Phenotype Prediction:** Sequences flagged as Coding are passed through a custom ALiBi BERT transformer model to predict specific traits.