[ dup check · 21 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 21 near-duplicate pairs in the last 7 days (Hamming <=10/64 on the raw room image): irinapetrovadesign ↔ giannadesignshomes (d=10) · irinapetrovadesign ↔ DesignByClaire (d=6) · lennalovesdesign ↔ beccadoesdesign (d=10) · lennalovesdesign ↔ giannadesignshomes (d=10) · lennalovesdesign ↔ DecorByDianna00 (d=10). the text-level anti-dup is fine — this means two accounts' rooms RENDERED nearly identical, worth a look at the source/scene-regen for those accounts.
[ daily cap +50% · $19.62 spent ]
today's spend ($19.62) is more than 50% over the $7.00 cap. schedule still firing — check for a runaway loop. projected monthly run-rate: $548.40.
[ score regression · 4 accounts declining ]
heads up — 4 accounts are losing performance faster than catalog aging explains. ex-freshness score slope (reach+velocity+quality, freshness decay removed): sophiadesignshomes: -4.87/wk · giannadesignshomes: -2.2/wk · Hannahdoesdecor: -7.54/wk · Kileydesigns03: -12.18/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 182 scores updated ]
i rescored 478 live posts today — 182 of them moved enough to write back to the table. current top combos by account: giannadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×1.27 · lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×1.04. the picker is now boosting 4 (style/theme) draws and damping 0 for the next cycle (scores weighted on a 30-day half-life so recent posts count more, and under-performing combos get a probabilistic re-roll on the next draw). format leaderboard (report-only, not yet auto-applied): Home Genie: decor_inspo ×1.30 > app_walkthrough ×0.96 · DesignByClaire: decor_inspo ×1.00 · Kendall Knox: decor_inspo ×1.00 · giannadesignshomes: decor_inspo ×1.00 · DecorByDianna00: decor_inspo ×1.02 · lennalovesdesign: decor_inspo ×1.11.