diff --git a/data/AlleEurojackpotzahlen.csv b/data/AlleEurojackpotzahlen.csv
index 90cd5f1..9503484 100644
--- a/data/AlleEurojackpotzahlen.csv
+++ b/data/AlleEurojackpotzahlen.csv
@@ -977,3 +977,11 @@ datum;Z1;Z2;Z3;Z4;Z5;SZ1;SZ2
 2026-08-07;1;3;6;13;23;5;7
 2026-08-11;4;11;12;16;30;8;9
 2026-08-14;5;26;28;30;40;3;6
+2026-08-18;15;22;24;34;42;4;7
+2026-08-21;25;35;45;46;50;4;8
+2026-08-25;4;5;7;48;50;4;5
+2026-08-28;23;34;39;45;49;1;4
+2026-09-01;9;14;35;43;50;3;7
+2026-09-04;5;14;31;33;43;3;4
+2026-09-08;14;27;34;36;47;3;4
+2026-09-11;14;21;35;37;49;1;12
diff --git a/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json b/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json
index 74e5372..9fd2a33 100644
--- a/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json
+++ b/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json
@@ -1,9 +1,9 @@
 {
-  "trained_at": "2026-08-15T08:00:40.298338",
-  "num_samples": 958,
+  "trained_at": "2026-09-12T08:02:17.275957",
+  "num_samples": 966,
   "num_features": 20,
-  "final_loss": 0.3315062150359154,
-  "final_val_loss": 0.32987382014592487,
-  "best_val_loss": 0.3273615191380183,
-  "epochs_trained": 28
+  "final_loss": 0.3384281027317047,
+  "final_val_loss": 0.29478716743843897,
+  "best_val_loss": 0.29202443787029814,
+  "epochs_trained": 21
 }
\ No newline at end of file
diff --git a/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth b/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth
index d781777..6123028 100644
Binary files a/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth and b/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth differ
diff --git a/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json b/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json
index eebc3e5..c929d19 100644
--- a/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json
+++ b/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json
@@ -1,9 +1,9 @@
 {
-  "trained_at": "2026-08-15T08:00:31.632090",
-  "num_samples": 958,
+  "trained_at": "2026-09-12T08:02:11.413095",
+  "num_samples": 966,
   "num_features": 20,
-  "final_loss": 0.33297895764311153,
-  "final_val_loss": 0.32888983686765033,
-  "best_val_loss": 0.3273776074250539,
-  "epochs_trained": 19
+  "final_loss": 0.333110214471817,
+  "final_val_loss": 0.33048249568258015,
+  "best_val_loss": 0.32812768646648954,
+  "epochs_trained": 20
 }
\ No newline at end of file
diff --git a/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth b/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth
index 8db878c..de862b6 100644
Binary files a/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth and b/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth differ
diff --git a/data/eurojackpot_ml_models/learning_state.json b/data/eurojackpot_ml_models/learning_state.json
index ac4386a..29a42e4 100644
--- a/data/eurojackpot_ml_models/learning_state.json
+++ b/data/eurojackpot_ml_models/learning_state.json
@@ -1,78 +1,78 @@
 {
   "adjustments_main": {
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-    "19": -0.19031823149800337,
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-    "21": -0.17655754981537003,
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-    "23": -0.1524798000670476,
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-    "27": -0.2124782357770757,
-    "28": -0.1832976760098258,
-    "29": -0.21781815410578942,
-    "30": -0.1963184085881475,
-    "31": -0.21220712075693793,
-    "32": -0.21606223582717737,
-    "33": -0.2264925618824862,
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-    "36": -0.18732693105732598,
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-    "38": -0.19548907800737997,
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+    "50": -0.21072894341692536
   },
   "adjustments_euro": {
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+    "1": -0.15079585198815923,
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+    "8": -0.1796997267534412,
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+    "10": -0.23119226631671455,
+    "11": -0.19607444847948008,
+    "12": -0.1635354385749257
   },
   "stats": {
-    "incorrect_main": 2925,
-    "correct_main": 325,
-    "incorrect_euro": 650,
-    "correct_euro": 130,
-    "cycles": 65,
-    "last_update": "2026-08-15T08:00:40.304346"
+    "incorrect_main": 3285,
+    "correct_main": 365,
+    "incorrect_euro": 730,
+    "correct_euro": 146,
+    "cycles": 73,
+    "last_update": "2026-09-12T08:02:17.279039"
   },
   "learning_rate": 0.1,
-  "last_saved": "2026-08-15T08:00:40.304407"
+  "last_saved": "2026-09-12T08:02:17.279078"
 }
\ No newline at end of file
diff --git a/data/eurojackpot_ml_models/trained_models_main.pkl b/data/eurojackpot_ml_models/trained_models_main.pkl
index b5cc7f9..9ac1738 100644
Binary files a/data/eurojackpot_ml_models/trained_models_main.pkl and b/data/eurojackpot_ml_models/trained_models_main.pkl differ
diff --git a/data/generated_tips/generation_history.json b/data/generated_tips/generation_history.json
index 373f88d..b181b17 100644
--- a/data/generated_tips/generation_history.json
+++ b/data/generated_tips/generation_history.json
@@ -608,6 +608,55 @@
       "file": "weekly_tips_20260817_211220.csv",
       "avg_confidence": 0.4921752928949231,
       "avg_quality": 0.5380050769543138
+    },
+    {
+      "timestamp": "2026-08-20T21:00:20.100037",
+      "num_tips": 10,
+      "file": "weekly_tips_20260820_210020.csv",
+      "avg_confidence": 0.5099301449799986,
+      "avg_quality": 0.5378746971461741
+    },
+    {
+      "timestamp": "2026-08-24T21:00:15.768894",
+      "num_tips": 10,
+      "file": "weekly_tips_20260824_210015.csv",
+      "avg_confidence": 0.49413475219196784,
+      "avg_quality": 0.5347895165697727
+    },
+    {
+      "timestamp": "2026-08-27T21:00:41.404378",
+      "num_tips": 10,
+      "file": "weekly_tips_20260827_210041.csv",
+      "avg_confidence": 0.46442091685285486,
+      "avg_quality": 0.5243829499225889
+    },
+    {
+      "timestamp": "2026-08-31T21:00:16.912280",
+      "num_tips": 10,
+      "file": "weekly_tips_20260831_210016.csv",
+      "avg_confidence": 0.4852356199686489,
+      "avg_quality": 0.5328572695055815
+    },
+    {
+      "timestamp": "2026-09-03T21:00:19.262456",
+      "num_tips": 10,
+      "file": "weekly_tips_20260903_210019.csv",
+      "avg_confidence": 0.5223354905766048,
+      "avg_quality": 0.5512073307498345
+    },
+    {
+      "timestamp": "2026-09-07T21:00:12.335630",
+      "num_tips": 10,
+      "file": "weekly_tips_20260907_210012.csv",
+      "avg_confidence": 0.510849046420313,
+      "avg_quality": 0.5467115026334807
+    },
+    {
+      "timestamp": "2026-09-10T21:00:12.857031",
+      "num_tips": 10,
+      "file": "weekly_tips_20260910_210012.csv",
+      "avg_confidence": 0.5283258227423726,
+      "avg_quality": 0.5513592092363838
     }
   ]
 }
\ No newline at end of file
diff --git a/data/learning_log.json b/data/learning_log.json
index 368a39b..f04b9c7 100644
--- a/data/learning_log.json
+++ b/data/learning_log.json
@@ -871,6 +871,110 @@
         "main": 1.3,
         "euro": 0.1
       }
+    },
+    {
+      "timestamp": "2026-08-19T08:00:34.158116",
+      "draw_date": "2026-08-18",
+      "evaluation": {
+        "main": 1,
+        "euro": 1,
+        "tip": 10
+      },
+      "avg_matches": {
+        "main": 0.5,
+        "euro": 0.2
+      }
+    },
+    {
+      "timestamp": "2026-08-22T08:00:48.954339",
+      "draw_date": "2026-08-21",
+      "evaluation": {
+        "main": 0,
+        "euro": 2,
+        "tip": 1
+      },
+      "avg_matches": {
+        "main": 0.4,
+        "euro": 0.5
+      }
+    },
+    {
+      "timestamp": "2026-08-26T08:00:35.191070",
+      "draw_date": "2026-08-25",
+      "evaluation": {
+        "main": 2,
+        "euro": 0,
+        "tip": 5
+      },
+      "avg_matches": {
+        "main": 0.6,
+        "euro": 0.2
+      }
+    },
+    {
+      "timestamp": "2026-08-29T08:00:32.546430",
+      "draw_date": "2026-08-28",
+      "evaluation": {
+        "main": 2,
+        "euro": 1,
+        "tip": 4
+      },
+      "avg_matches": {
+        "main": 0.5,
+        "euro": 0.4
+      }
+    },
+    {
+      "timestamp": "2026-09-02T08:00:39.811560",
+      "draw_date": "2026-09-01",
+      "evaluation": {
+        "main": 2,
+        "euro": 1,
+        "tip": 2
+      },
+      "avg_matches": {
+        "main": 0.7,
+        "euro": 0.1
+      }
+    },
+    {
+      "timestamp": "2026-09-05T08:13:24.194758",
+      "draw_date": "2026-09-04",
+      "evaluation": {
+        "main": 1,
+        "euro": 0,
+        "tip": 2
+      },
+      "avg_matches": {
+        "main": 0.3,
+        "euro": 0.2
+      }
+    },
+    {
+      "timestamp": "2026-09-09T08:00:37.563323",
+      "draw_date": "2026-09-08",
+      "evaluation": {
+        "main": 2,
+        "euro": 0,
+        "tip": 2
+      },
+      "avg_matches": {
+        "main": 0.9,
+        "euro": 0.1
+      }
+    },
+    {
+      "timestamp": "2026-09-12T08:02:17.280137",
+      "draw_date": "2026-09-11",
+      "evaluation": {
+        "main": 1,
+        "euro": 1,
+        "tip": 5
+      },
+      "avg_matches": {
+        "main": 0.4,
+        "euro": 0.1
+      }
     }
   ]
 }
\ No newline at end of file