diff --git a/.gitignore b/.gitignore
index 2d776d9..0d70f55 100644
--- a/.gitignore
+++ b/.gitignore
@@ -46,3 +46,4 @@ backtest_snapshots/
 # Rebuildable pickle caches are local accelerators, not decision evidence.
 reports/*.pkl
 reports/*.pk1
+reports/.cache/
diff --git a/docs/research/prod-book-universe-horizon.md b/docs/research/prod-book-universe-horizon.md
index b7110b0..8cef4a1 100644
--- a/docs/research/prod-book-universe-horizon.md
+++ b/docs/research/prod-book-universe-horizon.md
@@ -71,18 +71,57 @@ or depth changes the risk story.
 
 ## Results
 
-Generated: `2026-07-19T14:07:37.458454`
+Generated: `2026-07-19T14:07:37` · artifact
+`reports/prod-book-universe-horizon-20260719-140737.json`  
+Snapshot: MacBook deep `research.sqlite` (506 prod + breadth prices; 2.39M raw
+GTL candidates). Strategy knobs = live production (residual 80, 80/20 high-vol
+rank, ATR trail 3×, hold 30, gate-reset, `fill_mode=close`).
 
-| arm | universe | entry start | Sharpe | SE | CAGR % | max DD % | trades |
-|---|---|---|---:|---:|---:|---:|---:|
-| A_prod_4y_505 | prod_505 | 2022-07-01 | 1.32 | 0.49 | 31.8 | 18.9 | 374 |
-| B_prod_4y_505_liquid | prod_plus_liquid | 2022-07-01 | 0.14 | 0.499 | -1.8 | 55.3 | 706 |
-| C_prod_2016_505 | prod_505 | 2016-07-01 | 0.88 | 0.314 | 16.7 | 24.4 | 763 |
-| D_prod_2016_505_liquid | prod_plus_liquid | 2016-07-01 | -0.06 | 0.316 | -7.0 | 73.9 | 1567 |
+> Survivorship: today's constituents backfilled. **Compare arms relatively.**
+> Absolute deep CAGR/Sharpe are not deployable forecasts.
 
-Full report: `reports/prod-book-universe-horizon-20260719-140737.json`
+| arm | universe | entries from | Sharpe | SE | CAGR % | max DD % | total ret % | trades | win % | vs SPY |
+|---|---|---|---:|---:|---:|---:|---:|---:|---:|---:|
+| **A** | 505 only | 2022-07-01 | **1.32** | 0.49 | **31.8** | **18.9** | +205 | 374 | 35.6 | +96.5 |
+| **B** | 505 + liquid 1500 | 2022-07-01 | 0.14 | 0.50 | −1.8 | 55.3 | −7 | 706 | 29.3 | +95.0 |
+| **C** | 505 only | 2016-07-01 | **0.88** | 0.31 | **16.7** | **24.4** | +369 | 763 | 36.7 | +257 |
+| **D** | 505 + liquid 1500 | 2016-07-01 | −0.06 | 0.32 | −7.0 | 73.9 | −52 | 1567 | 28.0 | +254 |
+
+Qualified longs: A 1 448 · B 6 587 · C 2 450 · D 11 551.
+
+### Read (relative only)
+
+1. **Same strategy, broader liquid universe kills the book** (A→B and C→D).
+   Sharpe collapses; DD roughly triples; win rate drops ~6–8pp; trade count
+   ~doubles. This matches earlier breadth IC work: the production residual +
+   high-vol package is a **large-cap / prod-universe** edge, not a
+   “more names = better” edge.
+
+2. **Longer history on 505 stays positive but softer** (A→C). Sharpe 1.32 → 0.88,
+   CAGR 32% → 17%, DD 19% → 24%. Still well above the liquid-breadth arms.
+   Levels are optimistic (survivorship); the useful message is “edge does not
+   vanish when 2018/2020 are included,” not “expect 17% CAGR forever.”
+
+3. **Arm A vs older Phase‑A / short-window controls** (~Sharpe 1.7–2.1): this
+   matrix re-ranked on deep research.sqlite with a fixed entry start; numbers
+   need not match prior reports row-for-row. Use **this table for A–D
+   comparisons**, not for rewriting the production baseline number.
+
+4. **No production change implied.** Keep the live ~505 universe. Do not broaden
+   the tradable set to liquid Nasdaq under current knobs without a new
+   pre-registered design (and almost certainly a different rank/tilt package).
 
 ## Verdict
 
-**PENDING_HUMAN** — descriptive only; production knobs unchanged.
+**Descriptive matrix complete.**
+
+| question | answer from this matrix |
+|---|---|
+| Prod book @ ~4y / 505 | Positive (arm A) |
+| Same + liquid Nasdaq | **No** — large degradation (arm B) |
+| Prod book since 2016 / 505 | Still positive, milder (arm C) |
+| Same + liquid Nasdaq deep | **No** — worst arm (arm D) |
+
+**PENDING_HUMAN** only for whether to log “universe broaden under current knobs”
+as rejected in the main research index. Strategy knobs unchanged either way.