Update draws, retrain models and generate tips through Aug 28

Also adds a Superzahl frequency analysis (results/superzahl_haeufigkeit.md).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

data/ultimate_ml_models/deep_learning/lstm_config_49.json

@@ -1,9 +1,9 @@
 {
-  "trained_at": "2026-08-08T20:01:01.661343",
-  "num_samples": 3130,
+  "trained_at": "2026-08-26T20:00:56.283583",
+  "num_samples": 3135,
   "num_features": 20,
-  "final_loss": 0.3730404165726674,
-  "final_val_loss": 0.37338354587554934,
-  "best_val_loss": 0.37333065271377563,
-  "epochs_trained": 30
+  "final_loss": 0.3730317278753353,
+  "final_val_loss": 0.3733683332800865,
+  "best_val_loss": 0.37311964482069016,
+  "epochs_trained": 28
 }