Update app.py

app.py

@@ -1,6 +1,10 @@
 import gradio as gr
 import base64
 
+# ---------------------------------------------------------
+# Utility: Load static files (manifest + vislang diagram)
+# ---------------------------------------------------------
+
 MANIFEST_PATH = "Codex_TC2E_Beyond_SOTA_Manifest.pdf"
 VISLANG_PATH = "Codex_TC2E_Beyond_SOTA_VisLang.png"
 
@@ -11,51 +15,31 @@ def load_file_as_base64(path):
 manifest_data = load_file_as_base64(MANIFEST_PATH)
 vislang_data = load_file_as_base64(VISLANG_PATH)
 
+# ---------------------------------------------------------
+# Core TC²E Cognitive Simulation (Demo Logic)
+# ---------------------------------------------------------
+
 def run_simulation(intent):
-    # Placeholder simulation — deterministic demonstration of TC²E loop
-    response = f"""
-    **Jarvis X — TC²E Cognitive Trace**
-
-    Frame Budget: 60 frames  
-    Intent Received: {intent}
-
-    Ψ Intent → Φ Planning  
-    Φ → Λ Constraint Gate  
-    Tools Evaluated: search(), retrieve(), compute(), verify()  
-    Chosen Chain: [search → retrieve → summarize]  
-    Global State Ξ updated successfully.
-
-    System Output:
-    The system processed your intent using Codex TC²E logic.
-    """
-    return response
-
-with gr.Blocks(title="Jarvis X — Codex TC²E Cognitive Engine") as demo:
-    gr.Markdown("# 🧠 Jarvis X — Codex TC²E Beyond-SOTA Cognitive Engine")
-    gr.Markdown("## Powered by the Codex Tool-Chaining ANN (TC²E)")
-
-    with gr.Tab("System Overview"):
-        gr.Markdown("### **Architecture Diagram**")
-        gr.Image(VISLANG_PATH)
-
-        gr.Markdown("### **Download Manifest**")
-        gr.File(MANIFEST_PATH, file_count="single", label="Codex TC²E System Manifest")
-
-    with gr.Tab("Run Cognitive Simulation"):
-        intent = gr.Textbox(label="Your Intent", placeholder="Ask anything...")
-        output = gr.Markdown()
-        run_btn = gr.Button("Execute TC²E Cognition")
-
-        run_btn.click(run_simulation, inputs=intent, outputs=output)
-
-    with gr.Tab("About"):
-        gr.Markdown("""
-        ### **Jarvis X — Codex Architecture**
-        This Space demonstrates the Codex TC²E Beyond-SOTA Cognitive Engine:
-        - Bounded-frame cognitive execution  
-        - Geometric planning & constraint gating  
-        - Tool-first action selection  
-        - Full provenance & deterministic reasoning  
-        """)
-
-demo.launch()
+    if not intent or intent.strip() == "":
+        return "⚠️ Please enter an intent to run the TC²E cognition."
+
+    trace = f"""
+# 🧠 Jarvis X — TC²E Cognitive Trace
+
+**Frame Budget:** 60 frames  
+**Input Intent:** `{intent}`  
+
+---
+
+### 🌀 Stage 1 — Ψ Intent Processing  
+Intent embedded and normalized.
+
+### 🧭 Stage 2 — Φ Planning Field  
+Field populated with geometric affordances.
+
+### 🛡 Stage 3 — Λ Constraint Gate  
+All unsafe tool paths removed.  
+Valid tool family: `[search, retrieve, compute, verify, summarize]`
+
+### 🔧 Stage 4 — TC-ANN Tool Selection  
+Selected Chain: