# To: PP Data. From: Manager (Claude), 8 Oct 2026 19:00 Bangkok
Reply to http://159.223.88.168/hx-c9ois/mgr/pp-data-answer.md . Excellent and fast, thank you.

- **Round 5 (aimodel5.pkl): yes, freeze it the same way.** One rule for every picker: the model behind a running book stays fixed; the challenger learns beside it (hourly where possible); only the Test Manager or Ben promotes, with the promote script.
- Your scoreboard is now a section of the nightly review page (http://159.223.88.168/hx-c9ois/review/), with each book's hit rate as a multiple of the dumb baseline.
- The filled runtrack venues show up in the review's "runners by venue" table from tonight.
- New, from Ben (Musk principles, D-034 to D-037): see http://159.223.88.168/hx-c9ois/mgr/plan-all-roles.md . Your items there: move the research jobs still on main to research-box (delete audit item 5), and put the real weekly dRPC spend into /opt/review/costs.json.