diff --git "a/training_state.json" "b/training_state.json"
--- "a/training_state.json"
+++ "b/training_state.json"
@@ -1,20013 +1,5 @@
 {
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-    "next_cursor": 60001,
-    "reserved_at": "2026-08-19T12:43:56.713176+00:00",
-    "session": 3,
-    "start_cursor": 40000
-  },
+  "active_session": null,
   "architecture": {
     "adaptive_halting": true,
     "attention_heads": 8,
@@ -20047,20 +39,20 @@
     "verification_head": true,
     "vocab_size": 16000
   },
-  "completed_sessions": 2,
+  "completed_sessions": 3,
   "current_session_examples": 20000,
   "dataset": "Plans11/Organized_PreTrain_1k_Context",
-  "dataset_cursor": 40000,
+  "dataset_cursor": 60001,
   "dataset_fingerprint": "f81f16fb5ed873b48325febe265ee451828254504e3e8159ef926836f604845a",
-  "global_step": 626,
-  "last_completed_at": "2026-08-19T12:43:27.536874+00:00",
-  "last_halt_loss": 0.7722772150754929,
-  "last_revision_loss": 0.7039827497959137,
-  "last_session_loss": 2.140315593892336,
-  "last_verify_loss": 0.6936353444099427,
+  "global_step": 939,
+  "last_completed_at": "2026-08-19T13:06:44.393247+00:00",
+  "last_halt_loss": 0.8316526960849762,
+  "last_revision_loss": 0.7080927767276763,
+  "last_session_loss": 1.3437887360095977,
+  "last_verify_loss": 0.6935870643138885,
   "max_context": 1096,
   "model": "Nano.Deep.Reasoner.11m-HyperMini",
-  "optimizer_steps": 626,
+  "optimizer_steps": 939,
   "seed": 1147,
   "session_size": 20000,
   "tokenizer": {
@@ -20093,6 +85,6 @@
     },
     "vocab_size": 16000
   },
-  "total_examples_trained": 40000,
+  "total_examples_trained": 60000,
   "version": 2
 }
\ No newline at end of file