Gate adaptation on repeatable evidence

README.md

@@ -15,7 +15,7 @@ https://polymarket-site-eta.vercel.app/personal.html
 
 The site fetches live Polymarket markets, generates agent suggestions, lets you
 run frequent paper cycles, and syncs the shared arena state through Neon or
-Vercel Blob. Engine v39 also installs an offline app shell and caches timestamped
+Vercel Blob. Engine v40 also installs an offline app shell and caches timestamped
 market snapshots. During an outage, cycles continue locally; cached entries are
 allowed for 90 minutes, older snapshots become mark-only, and all cached data
 expires after 24 hours.
@@ -26,7 +26,7 @@ small samples toward neutral, caps sizing changes to 0.68x-1.30x, and reserves
 15% of candidates for deterministic exploration so a stale regime cannot become
 permanent.
 
-Engine v39 treats each binary stake as capable of falling to zero even when the
+Engine v40 treats each binary stake as capable of falling to zero even when the
 18% stop cannot fill. New core positions are capped at 2.5%-4% of equity and
 aggressive positions at 3%-5%, with lower limits for near-term, extreme-price,
 reversal, and fast-moving setups. Oversized positions inherited from older
@@ -55,7 +55,7 @@ evidence. Set `EVAL_MARKETS`, `EVAL_CONCURRENCY`, `EVAL_HORIZONS`, or
 `EVAL_COST_CENTS` to change the audit.
 The first 80-market audit found that reversal signals lost 4.34% on average in
 both chronological partitions, while crypto and longshot samples were also
-negative overall. Engine v39 therefore blocks reversal and sports-trend entries outside the fixed
+negative overall. Engine v40 therefore blocks reversal and sports-trend entries outside the fixed
 15% exploration lane and applies modest sizing penalties to crypto and longshots.
 It does not boost any rule from this audit because no positive rule was robust
 across the chronological split.
@@ -66,16 +66,22 @@ segment and averaged -4.13%. Sports trends were negative in train and test and
 averaged -3.53% at 72 hours. Politics trends were the sole cohort with positive
 row-level returns in all three 72-hour segments, but its market-cluster interval
 still crossed zero; that supports a longer hold test, not a larger entry bet.
-Engine v39 gives Politics trend positions that 72-hour observation window before
+Engine v40 gives Politics trend positions that 72-hour observation window before
 ordinary signal exits. Stops, profit locks, settlement handling, and risk-budget
 reductions remain immediate.
 
-Engine v39 also subtracts a half-cent round-trip cost when grading each live
+Engine v40 also subtracts a half-cent round-trip cost when grading each live
 walk-forward signal. Confidence uses the largest independent matching bucket,
 not the sum of five overlapping feature buckets, and evidence from older engine
 versions is down-weighted. This prevents a handful of duplicated observations
 from authorizing larger positions or hiding a modest negative regime.
 
+Engine v40 adds uncertainty-aware promotion and demotion. A matching setup must
+accumulate at least eight effective observations and agree across at least two
+feature views before repeatable positive evidence can increase size or repeatable
+negative evidence can block a new entry. Mixed evidence stays close to neutral
+instead of being mistaken for an edge.
+
 Run `npm run evaluate:settlements` to evaluate fixed decisions made 1, 3, 7,
 14, 30, and 90 days before known binary settlements. The audit uses one
 observation per resolved market and horizon, includes losing contracts at zero,