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README.md

@@ -36,7 +36,12 @@ it on the 50 test episodes reproduces that seed's number (the README reports 3-s
 `results/*.csv`. All three student seeds share the single K = 32 parent above, which was
 trained from the seed-2 teacher; the repository's `results/lineage.csv` records parents and
 SHA-256 hashes. The Push-T test seeds were reused while developing the distillation recipe,
-so Part 2 comparisons are development-set results.
+so Part 2 comparisons are development-set results. A pre-registered final holdout
+(100 fresh episodes, one evaluation per model; `docs/FINAL_HOLDOUT.md` in the repository)
+re-scored every released Push-T/Push-F policy: FM@8 0.617 ± 0.031, DDPM@100 0.537 ± 0.127,
+1-step student 0.427 ± 0.025 vs its K = 32 parent 0.470 — the student's development-set
+edge did not survive. The repository README's Final holdout section is the project's claim
+of record; `eval_records.tgz` includes the `final_*.json` records.
 
 ## Usage
 

eval_records.tgz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:15887bd52b7f674eb6ba349f63d6eb0442e9f84fe78731fd77f864e94a884040
-size 140659
+oid sha256:dde9dc6e6f566a3dd612b521b8eef6aea99607740a67ee4781dbebc09b2bb9ca
+size 226155