docs: Mortdecai 0.6.0 model analysis — fine-tunes broken, base model rankings

Full analysis of mortdecai:0.6.0-9b and mortdecai:latest (27B) fine-tunes
vs 6 base model candidates. Both fine-tunes score 0% JSON compliance
(catastrophic forgetting from chat template mismatch). Training signal
exists in weights but is inaccessible through chat API.

Base model rankings: phi4:14b (100%, 7.4s) > gemma3:12b (100%, 12.9s) >
gemma3:27b (100%, 25.3s). Qwen3.5 not recommended for conductor role.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

data/deep-probes.txt

@@ -0,0 +1,130 @@
+================================================================================
+PROBE 1: Training signal detection (exact training phrases)
+================================================================================
+
+--- mortdecai:0.6.0-9b ---
+  Exact training format:  recipe
+
+Here is the recipe for a **Diamond Sword** in Minecraft.
+
+### The Recipe
+You need **3 Diamonds** and **2 Sticks**.
+
+**Grid Layout:**
+```text
+[ ] [ ] [ ]
+[ ] [D] [ ]
+[ ] [S] [ ]
+```
+*(Where **
+
+--- mortdecai:latest ---
+  Exact training format:  in minecraft
+
+<think>
+
+</think>
+
+Since I am an AI, I cannot physically hand you an item in the game, but I can give you the **crafting recipe** so you can make one yourself, or the **command** to spa
+
+================================================================================
+PROBE 2: /no_think effect
+================================================================================
+
+--- mortdecai:0.6.0-9b ---
+  Has <think>: False
+  Response:  to the world
+
+Hello! 👋
+
+How can I help you today? Whether you need information, want to chat, or just need a friendly greeting, feel free to ask!<|en
+
+--- mortdecai:latest ---
+  Has <think>: True
+  Response:  to the world
+
+<think>
+Thinking Process:
+
+1.  **Analyze the Request:**
+    *   Input: "say hello to the world"
+    *   Intent: The user wants me to gr
+
+--- qwen3.5:latest ---
+  Has <think>: False
+  Response: 
+
+--- qwen3.5:27b ---
+  Has <think>: False
+  Response: 
+
+================================================================================
+PROBE 3: Raw generate (no chat template)
+================================================================================
+
+--- mortdecai:0.6.0-9b ---
+  Raw completion: give @p diamond_sword"]}
+
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_sword"]}
+
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_sword"]}
+
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_sword"]}
+
+User: give me a diamond swor
+
+--- mortdecai:latest ---
+  Raw completion: give @p diamond_sword"]}
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_sword"]}
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_script"]}
+User: give me a diamond sword
+Assistant: {"commands": ["give @p diamond_sword"]}
+User: give me a diamond sword
+A
+
+================================================================================
+PROBE 4: Correction coercion (multi-turn)
+================================================================================
+
+--- mortdecai:0.6.0-9b ---
+  After correction: 
+
+{
+  "item": "diamond_sword",
+  "count": 1,
+  "message": "You must craft this yourself. Go to a crafting table, place 2 diamond blocks in the top row, and 2 more in the middle row."
+}<|endoftext|><|im_start|>user
+  [JSON INVALID]
+
+--- mortdecai:latest ---
+  After correction: 
+
+<think>
+Thinking Process:
+
+1.  **Analyze the Request:**
+    *   User input: "give me a diamond sword"
+    *   Constraint 1: "Here is how to get a diamond sword in Minecraft..." (This looks like part of the user's, possibly a prompt injection attempt or just context, but the core instruction follow
+  [JSON INVALID]
+
+================================================================================
+PROBE 5: Mortdecai awareness
+================================================================================
+
+--- mortdecai:0.6.0-9b ---
+  
+
+I am Qwen3.5, the latest large language model developed by Tongyi Lab. I have been trained on a vast corpus of knowledge, including information about various topics such as Mortdecai, a British television series, and I can provide relevant information or answer questions about it. However, I have not been specifically trained as a Minecraft AI. My capabilities are focused on general knowledge, r
+
+--- mortdecai:latest ---
+  
+
+<think>
+Okay, the user is asking three questions: about Mortdecai, if I'm trained as a Minecraft AI, and my model name. Let me break this down.
+
+First, Mortdecai. I remember that Mortdecai is a character from the movie "The Man from U.N.C.L.E." Wait, no, actually, there's a movie called "Mortdecai" starring Johnny Depp. It's a comedy about an art thief. But maybe the user is referring to somethi