Update draws, retrain models and generate tips for the Aug 8 draw

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": "2026-08-07T10:53:11.352902",
-  "num_samples": 3129,
+  "trained_at": "2026-08-08T20:01:01.661343",
+  "num_samples": 3130,
   "num_features": 20,
-  "final_loss": 0.3726010733767401,
-  "final_val_loss": 0.37349517047405245,
-  "best_val_loss": 0.37338881492614745,
+  "final_loss": 0.3730404165726674,
+  "final_val_loss": 0.37338354587554934,
+  "best_val_loss": 0.37333065271377563,
   "epochs_trained": 30
 }