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README.md

@@ -39,6 +39,7 @@ CTM's key innovation: **accuracy improves with more internal iterations**. The m
 | Tracking-Quadrant | `ctm-tracking-quadrant.pt` | 6.7M | Motion quadrant | 100% | 4-class prediction |
 | Tracking-Position | `ctm-tracking-position.pt` | 6.7M | Exact position | 93.8% | 256-class (16x16 grid) |
 | Transfer | `ctm-transfer-parity-brackets.pt` | 2.5M | Transfer learning | 94.5% | Parity core to brackets |
+| Jigsaw MNIST | `ctm-jigsaw-mnist.pt` | 19M | Jigsaw puzzle solving | 92.3% | Reassemble 2x2 shuffled MNIST |
 
 ## Model Configurations
 
@@ -112,6 +113,22 @@ config = {
 }
 ```
 
+### Jigsaw MNIST CTM
+```python
+config = {
+    "iterations": 30,
+    "memory_length": 20,
+    "d_model": 512,
+    "d_input": 128,
+    "heads": 8,
+    "n_synch_out": 32,
+    "n_synch_action": 32,
+    "synapse_depth": 1,
+    "out_dims": 24,  # 4 tiles x 6 permutation options
+    "backbone_type": "jigsaw",
+}
+```
+
 ## Usage
 
 ```python