Update default category

src/streamlit_app.py

@@ -223,7 +223,7 @@ st.markdown(
 )
 
 st.title("reCAPTCHA‑style 3×3 Demo — Proof of Concept")
-st.caption("Generate a challenge from TSV, then solve manually or with a model adapter.")
+st.caption("Generate a challenge from TSV, then solve manually or with a model adapter\nClick run solver below to see the result for either choice 'Original' or 'Modified'. \n IT MAY TAKE ABOUT 10-20 SECONDS TO SOLVE THE CHALLENGE THROUGH API CALLS, VARIES BASED ON LLM CHOICE")
 
 # Session state
 for key, default in {
@@ -512,14 +512,3 @@ if st.session_state.challenge_images_original:
 else:
     st.info("Upload a TSV on the left and click 'Generate new challenge' to begin.")
 
-
-# -----------------------------
-# Integrations Guide (trimmed)
-# -----------------------------
-with st.expander("Integrations Guide: Wiring real models", expanded=False):
-    st.markdown(
-        """
-        Replace the mock call functions with real SDK calls (OpenAI/Anthropic/HF).
-        For CLIP zero‑shot, wire a predict_fn that returns (label, score) per image.
-        """
-    )