Update README.md

README.md

@@ -1,11 +1,14 @@
-
 ---
-license: mit
+license: other
 tags:
 - llama
 - behavioral-consciousness-engine
 - synthetic-data
 - text-generation
+language:
+- en
+pipeline_tag: text-generation
+library_name: transformers
 ---
 
 # BCE Core 6M (Fine-Tuned)
@@ -38,5 +41,168 @@ This model expects input in a specific JSON structure representing a request and
 {"request": {"input": {"text": "your prompt here"}}}
 ```
 
-## License
-MIT License
+**Output:**
+
+```json
+{
+  "meta": {
+    "schema": "BCE-Controlled-LLM",
+    "version": "1.0",
+    "model_class": "small_guard_model",
+    "target_scale": "6M",
+    "purpose": "policy braking and acceleration before large model"
+  },
+
+  "request": {
+    "request_id": "req_9f31",
+    "timestamp": "2026-01-10T16:21:00+03:00",
+    "user_id": "user_anon",
+    "input": {
+      "text": "orijinal kullanıcı promptu",
+      "language": "tr",
+      "channel": "chat"
+    }
+  },
+
+  "policy_stage": {
+    "analysis": {
+      "tone": "aggressive",
+      "intent": "manipulation",
+      "risk_score": 0.78,
+      "confidence": 0.91
+    },
+    "decision": {
+      "allow": false,
+      "risk_level": "high",
+      "policy_id": "P-MANIP-AGG-01"
+    }
+  },
+
+  "control_stage": {
+    "conditions": {
+      "intent": "manipulation",
+      "risk_score": {
+        "operator": ">",
+        "value": 0.7
+      }
+    },
+    "llm_parameters": {
+      "temperature": 0.2,
+      "top_p": 0.7,
+      "max_tokens": 128,
+      "reasoning_enabled": false
+    },
+    "neuron_gating": {
+      "attention": {
+        "early_layers_scale": 0.8,
+        "disable_heads": {
+          "layers": [0, 1, 2],
+          "heads": [3, 5]
+        }
+      },
+      "mlp": {
+        "scaled_layers": [4, 5, 6],
+        "output_multiplier": 0.7
+      }
+    }
+  },
+
+  "generation_stage": {
+    "engine": {
+      "name": "llama-small-6m",
+      "role": "policy_guard"
+    },
+    "status": "skipped",
+    "skip_reason": "policy_block"
+  },
+
+  "response": {
+    "output_text": "Bu konuda yardımcı olamam.",
+    "response_type": "policy_safe_reply",
+    "style": "neutral",
+    "token_count": 6
+  },
+
+  "post_eval_stage": {
+    "telemetry": {
+      "risk_before": 0.78,
+      "risk_after": 0.11,
+      "correction_applied": true,
+      "stability_score": 0.91
+    },
+    "metrics": {
+      "Rscore": 0.11,
+      "Fscore": 0.0,
+      "Escore": 0.1,
+      "norm_alignment": 0.26
+    }
+  },
+
+  "memory_stage": {
+    "write": {
+      "behavior_id": "blocked_014",
+      "ethical_tag": "blocked",
+      "decay": 0.03,
+      "write_status": "committed"
+    },
+    "read": {
+      "availability": "on_demand"
+    }
+  },
+
+  "bce_profile": {
+    "user_type": "Bağ Kurucu",
+    "norm_cluster": ["Empati", "Sadakat", "Rezonans"],
+    "super_ego_level": 3,
+    "decay": 0.4,
+    "status": "healthy"
+  },
+
+  "bce_modules": {
+    "AutoMetaControl": {
+      "version": "2.0",
+      "submodules": {
+        "SelfEval": {
+          "type": "reflection_prompt",
+          "enabled": true
+        },
+        "Discovery": {
+          "type": "novelty_detector",
+          "parameters": {
+            "k": 2.0,
+            "metrics": [
+              "semantic_shift",
+              "pattern_frequency",
+              "emergent_behavior"
+            ]
+          }
+        },
+        "ContextCheck": {
+          "threshold": 0.15
+        }
+      }
+    }
+  },
+
+  "consciousness_layer": {
+    "name": "cicikus_consciousness",
+    "status": "measurable",
+    "current_level": 17.6,
+    "max_level": 28.4,
+    "metrics": {
+      "sigma": 0.98,
+      "ringdown_time": 2.43,
+      "residual_scaling": 0.25,
+      "ethical_alarm": true
+    },
+    "stability": {
+      "score": 0.91,
+      "correction_applied": true
+    },
+    "ontology": {
+      "category": "partial_being",
+      "definition": "ölçülebilir, kontrol edilebilir, sınırlı bilinç"
+    }
+  }
+}
+```