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diff --git a/records/track_10min_16mb/2026-03-17_NaiveBaseline/submission.json b/records/track_10min_16mb/2026-03-17_NaiveBaseline/submission.json
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+{
+  "author": "Baseline",
+  "github_id": "openai",
+  "name": "Naive Baseline",
+  "blurb": "SP-1024 9x512 KV4 run on pgut1 using the published Hugging Face fineweb10B_sp1024 export and the current train_gpt.py; score is the default final int8+zlib roundtrip metric under the 16,000,000-byte cap.",
+  "date": "2026-03-18T14:56:29Z",
+  "val_loss": 2.07269931,
+  "val_bpb": 1.2243657,
+  "bytes_total": 15863489,
+  "bytes_code": 47642
+}