diff --git a/data/AlleEurojackpotzahlen.csv b/data/AlleEurojackpotzahlen.csv
index d1c4c3b..411039e 100644
--- a/data/AlleEurojackpotzahlen.csv
+++ b/data/AlleEurojackpotzahlen.csv
@@ -951,3 +951,6 @@ datum;Z1;Z2;Z3;Z4;Z5;SZ1;SZ2
 2026-05-08;3;17;18;31;41;6;12
 2026-05-12;7;15;19;28;35;3;11
 2026-05-15;1;32;33;36;37;7;12
+2026-05-19;10;36;37;39;47;5;6
+2026-05-22;5;34;35;42;46;3;5
+2026-05-26;5;11;23;33;42;10;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 f8cbc26..5dcbdc9 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": "2026-05-19T09:04:48.801117",
-  "num_samples": 932,
+  "trained_at": "2026-05-28T09:13:40.676218",
+  "num_samples": 935,
   "num_features": 20,
-  "final_loss": 0.33304641644159955,
-  "final_val_loss": 0.32588819166024524,
-  "best_val_loss": 0.32180650532245636,
-  "epochs_trained": 26
+  "final_loss": 0.3379375835259755,
+  "final_val_loss": 0.32764050861199695,
+  "best_val_loss": 0.32431263228257495,
+  "epochs_trained": 22
 }
\ 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 0677305..d9ebfaf 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 8158a5e..05d8eb9 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": "2026-05-19T09:04:39.307548",
-  "num_samples": 932,
+  "trained_at": "2026-05-28T09:13:33.008205",
+  "num_samples": 935,
   "num_features": 20,
-  "final_loss": 0.3328763085107009,
-  "final_val_loss": 0.32958758374055225,
-  "best_val_loss": 0.32844950755437213,
-  "epochs_trained": 22
+  "final_loss": 0.3324982014795144,
+  "final_val_loss": 0.32942695915699005,
+  "best_val_loss": 0.32826374967892963,
+  "epochs_trained": 21
 }
\ 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 f84da6f..f843497 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 c4f2a96..bcfdd26 100644
--- a/data/eurojackpot_ml_models/learning_state.json
+++ b/data/eurojackpot_ml_models/learning_state.json
@@ -1,78 +1,78 @@
 {
   "adjustments_main": {
-    "1": -0.10279380235968341,
-    "2": -0.13095716137873015,
-    "3": -0.13124242248231174,
-    "4": -0.14500126295064525,
-    "5": -0.14528446311640075,
-    "6": -0.14417565349659103,
-    "7": -0.13063873780471033,
-    "8": -0.10750108984264332,
-    "9": -0.1310946271473281,
-    "10": -0.11881089921672196,
-    "11": -0.130293827736181,
-    "12": -0.14582604934178367,
-    "13": -0.10413094415362395,
-    "14": -0.14616329674563025,
-    "15": -0.09211480770812712,
-    "16": -0.09017423391013749,
-    "17": -0.049600737978451416,
-    "18": -0.07614090054869561,
-    "19": -0.08971018550072041,
-    "20": -0.1310497715983718,
-    "21": -0.10520101666420224,
-    "22": -0.1439620032143183,
-    "23": -0.07798238201251459,
-    "24": -0.17256771756515152,
-    "25": -0.13075509390384546,
-    "26": -0.13311702644877058,
-    "27": -0.13069306022006943,
-    "28": -0.130706924524329,
-    "29": -0.12087771213609635,
-    "30": -0.13149344990505507,
-    "31": -0.11517763380456655,
-    "32": -0.1181751293364082,
-    "33": -0.14526819693037055,
-    "34": -0.1198965423651197,
-    "35": -0.11574265121076999,
-    "36": -0.13206568352604026,
-    "37": -0.08004627851465437,
-    "38": -0.0950011097652101,
-    "39": -0.09245600556232672,
-    "40": -0.13225374226263362,
-    "41": -0.11599365320609464,
-    "42": -0.17256771756515152,
-    "43": -0.11483608658156753,
-    "44": -0.09121964210096198,
-    "45": -0.13410369632947294,
-    "46": -0.13042728917431096,
-    "47": -0.09006064815945719,
-    "48": -0.10552865925858317,
-    "49": -0.15913391270414332,
-    "50": -0.15985457481061624
+    "1": -0.10580229841893866,
+    "2": -0.1481088432067549,
+    "3": -0.14838844173497814,
+    "4": -0.1618741623491943,
+    "5": -0.13237636585023643,
+    "6": -0.16106494165509175,
+    "7": -0.14779674049969216,
+    "8": -0.1251183864040351,
+    "9": -0.14824358021119924,
+    "10": -0.12142756728920223,
+    "11": -0.1326083020682626,
+    "12": -0.1626825763185909,
+    "13": -0.1218151397899093,
+    "14": -0.1630131291930582,
+    "15": -0.11003752965341372,
+    "16": -0.10813547721438824,
+    "17": -0.06836738543833562,
+    "18": -0.09438071252806682,
+    "19": -0.10768064039763224,
+    "20": -0.14819961506728943,
+    "21": -0.12286397082678516,
+    "22": -0.16085553243761375,
+    "23": -0.08133526466523917,
+    "24": -0.1888934090736043,
+    "25": -0.14791078687215412,
+    "26": -0.1502258338765724,
+    "27": -0.14784998458797913,
+    "28": -0.14786357367887565,
+    "29": -0.13822947606501237,
+    "30": -0.1486344861380232,
+    "31": -0.13264254713484006,
+    "32": -0.12087829837412531,
+    "33": -0.13258318004674685,
+    "34": -0.12234278300396123,
+    "35": -0.11827134866337476,
+    "36": -0.11971699500149766,
+    "37": -0.06873020115677816,
+    "38": -0.1128665371733165,
+    "39": -0.09559583143482177,
+    "40": -0.14937968631263282,
+    "41": -0.13344236814374807,
+    "42": -0.1591180340736043,
+    "43": -0.1323077797947777,
+    "44": -0.10916013353057413,
+    "45": -0.15119291786742456,
+    "46": -0.13266448923019836,
+    "47": -0.0932480230725808,
+    "48": -0.12318510955205109,
+    "49": -0.17572627194759344,
+    "50": -0.17643262855137223
   },
   "adjustments_euro": {
-    "1": -0.10494098821942058,
-    "2": -0.027056675057008192,
-    "3": -0.11830793960044857,
-    "4": -0.1322568921376643,
-    "5": -0.047440853691181416,
-    "6": -0.049155618915874,
-    "7": -0.033897465674045044,
-    "8": -0.10446160077280368,
-    "9": -0.09443567741509633,
-    "10": -0.11645028869966062,
-    "11": -0.09027104593141426,
-    "12": -0.11673125927629154
+    "1": -0.12260910407648411,
+    "2": -0.04627083342382446,
+    "3": -0.12078571479747734,
+    "4": -0.14938277366107117,
+    "5": -0.03654925280776015,
+    "6": -0.05315497908643169,
+    "7": -0.03827358842161833,
+    "8": -0.12213923271007666,
+    "9": -0.11231232893771526,
+    "10": -0.11903956419473447,
+    "11": -0.10823036746869714,
+    "12": -0.10461271485573458
   },
   "stats": {
-    "incorrect_main": 1710,
-    "correct_main": 190,
-    "incorrect_euro": 380,
-    "correct_euro": 76,
-    "cycles": 38,
-    "last_update": "2026-05-19T09:04:48.805027"
+    "incorrect_main": 1890,
+    "correct_main": 210,
+    "incorrect_euro": 420,
+    "correct_euro": 84,
+    "cycles": 42,
+    "last_update": "2026-05-28T09:12:56.352841"
   },
   "learning_rate": 0.1,
-  "last_saved": "2026-05-19T09:04:48.805048"
+  "last_saved": "2026-05-28T09:12:56.352882"
 }
\ 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 3364427..97f8b5b 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 14f3990..c2a538f 100644
--- a/data/generated_tips/generation_history.json
+++ b/data/generated_tips/generation_history.json
@@ -405,6 +405,20 @@
       "file": "weekly_tips_20260519_093017.csv",
       "avg_confidence": 0.47597948672799795,
       "avg_quality": 0.5941141824821975
+    },
+    {
+      "timestamp": "2026-05-19T13:45:39.737333",
+      "num_tips": 10,
+      "file": "weekly_tips_20260519_134539.csv",
+      "avg_confidence": 0.49394431934763094,
+      "avg_quality": 0.605360768481602
+    },
+    {
+      "timestamp": "2026-05-28T09:13:41.489560",
+      "num_tips": 10,
+      "file": "weekly_tips_20260528_091341.csv",
+      "avg_confidence": 0.5085910996509726,
+      "avg_quality": 0.6122512647691146
     }
   ]
 }
\ No newline at end of file
diff --git a/data/learning_log.json b/data/learning_log.json
index 8160c79..0812b31 100644
--- a/data/learning_log.json
+++ b/data/learning_log.json
@@ -518,6 +518,59 @@
         "euro": 0.0
       },
       "note": "retroactive_learning"
+    },
+    {
+      "timestamp": "2026-05-19T13:37:27.815058",
+      "draw_date": "2026-05-15",
+      "evaluation": {
+        "main": 1,
+        "euro": 1,
+        "tip": 8
+      },
+      "avg_matches": {
+        "main": 0.5,
+        "euro": 0.3
+      }
+    },
+    {
+      "timestamp": "2026-05-20T08:00:41.414855",
+      "draw_date": "2026-05-19",
+      "evaluation": {
+        "main": 1,
+        "euro": 1,
+        "tip": 6
+      },
+      "avg_matches": {
+        "main": 0.7,
+        "euro": 0.1
+      }
+    },
+    {
+      "timestamp": "2026-05-28T09:10:00.000000",
+      "draw_date": "2026-05-22",
+      "evaluation": {
+        "main": 0,
+        "euro": 0,
+        "tip": 0
+      },
+      "avg_matches": {
+        "main": 0.0,
+        "euro": 0.0
+      },
+      "note": "retroactive_learning"
+    },
+    {
+      "timestamp": "2026-05-28T09:05:24.444697",
+      "draw_date": "2026-05-26",
+      "evaluation": {
+        "main": 2,
+        "euro": 0,
+        "tip": 1
+      },
+      "avg_matches": {
+        "main": 1.2,
+        "euro": 0.0
+      }
     }
   ]
 }
\ No newline at end of file