Upload app.py with huggingface_hub

app.py

@@ -20,10 +20,10 @@ PROJECTS = [
         "tagline": "Durable correction of memorized LLM errors",
         "summary": (
             "A frozen Qwen2.5-3B-Instruct, an external notebook of authoritative facts, "
-            "and CK-PLUG / DeCK-style contrastive decoding. Tested on 14 sticky-fact "
+            "and CK-PLUG / DeCK-style contrastive decoding. Tested on 12 sticky-fact "
             "traps, scored by an independent 7B judge across 10 full process reloads."
         ),
-        "headline": "0/14 → 14/14 corrected · 100% survival across 10 reloads",
+        "headline": "0/12 → 12/12 corrected · 100% survival across 10 reloads",
         "icon": "🩹",
         "color": "red",
         "demo_url": f"https://huggingface.co/spaces/{HF_USER}/scar-survival",
@@ -35,11 +35,11 @@ PROJECTS = [
         "tagline": "Defending an LLM's correction notebook from polluted memory",
         "summary": (
             "Two guardians at the entrance to the notebook. Guardian 1.0 uses a "
-            "same-family clone as arbiter and caps at 64%. Guardian 2.x replaces "
+            "same-family clone as arbiter and caps at 66.7%. Guardian 2.x replaces "
             "the arbiter with live Wikipedia retrieval plus three targeted fixes; "
-            "the arc reaches 100% on the same 14 traps."
+            "the arc reaches 100% on the same 12 traps."
         ),
-        "headline": "50% → 64% → 71% → 86% → 100% across six guardian variants",
+        "headline": "50% → 66.7% → 66.7% → 91.7% → 100% across six guardian variants",
         "icon": "🛡️",
         "color": "orange",
         "demo_url": f"https://huggingface.co/spaces/{HF_USER}/external-grounding",