Update app.py

app.py

@@ -507,20 +507,6 @@ if st.session_state.app_step == "intro":
         "2) Click **Run Model** to compute metrics and plots. \n"
         "3) **Proceed to Validation** (with actual TOC) or **Proceed to Prediction** (no TOC)."
     )
-        st.subheader("Input Features Used by the Model")
-    st.markdown("""
-    The TOC estimation model uses the following eight well-logging features:
-
-    - **AHT90 (Average Hydrocarbon Tool 90° Phase)**
-    - **DT (Delta-T Sonic Travel Time)**
-    - **GR (Gamma Ray)**
-    - **K (Potassium)**
-    - **RHOB (Bulk Density)**
-    - **TNPH (Thermal Neutron Porosity)**
-    - **Th (Thorium)**
-    - **Ur (Uranium)**
-    """)
-
     if st.button("Start Showcase", type="primary"):
         st.session_state.app_step = "dev"; st.rerun()