diff --git a/docs/FOREXBOT2_INTEGRATION_SPEC.md b/docs/FOREXBOT2_INTEGRATION_SPEC.md
index c52f87a..1eefa5f 100644
--- a/docs/FOREXBOT2_INTEGRATION_SPEC.md
+++ b/docs/FOREXBOT2_INTEGRATION_SPEC.md
@@ -19,8 +19,9 @@ numbers refer to `6af1237` and have drifted. Where the implementation differs, t
   processes load the model (owner decision); `NEWS_MODEL_MODE=off` stays as the memory fallback.
 - `warm_up_in_background()` is implemented (module-level once flag; a `NewsEngine` is built per scan).
 - `news_model.get_news_model()` also treats a missing `path` as a load failure (one warning).
-- `requirements.txt` floors: `onnxruntime>=1.30,<2`, `tokenizers>=0.23.2,<1` (the versions that
-  verified the bundle).
+- `requirements.txt` ranges: `onnxruntime>=1.19,<2`, `tokenizers>=0.22,<1`. The live box runs
+  Python 3.9, where only 1.19.2 / 0.22.2 install; verified on 2026-09-28 to score the bundle
+  identically to the dev box's 1.30.0 / 0.23.2 (golden pair, four probe headlines).
 - ML-NEWS `news_transformer.py` received the §3.4 edits in the same session; the vendored copy differs
   only in `load_model` having no default directory.