[ dup check · 5 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 5 near-duplicate pairs in the last 7 days (Hamming <=10/64 on the raw room image): beccadoesdesign ↔ tiannahomedecor (d=10) · beccadoesdesign ↔ sophiadesignshomes (d=7) · sophiadesignshomes ↔ Kendall Knox (d=9) · tiannahomedecor ↔ sophiadesignshomes (d=7) · lennalovesdesign ↔ irinapetrovadesign (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% · $17.65 spent ]
today's spend ($17.65) is more than 50% over the $7.00 cap. schedule still firing — check for a runaway loop. projected monthly run-rate: $429.11.
[ score regression · 5 accounts declining ]
heads up — 5 accounts are losing performance faster than catalog aging explains. ex-freshness score slope (reach+velocity+quality, freshness decay removed): lennalovesdesign: -4.77/wk · DesignByClaire: -2.36/wk · giannadesignshomes: -6.1/wk · Hannahdoesdecor: -5.93/wk · Kileydesigns03: -4.09/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 186 scores updated ]
i rescored 570 live posts today — 186 of them moved enough to write back to the table. current top combos by account: lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×1.03 · tiannahomedecor: eclectic urban coll… × eclectic urban collector ma… ×0.87 · DesignByClaire: eclectic urban coll… × eclectic urban collector ma… ×0.83 · giannadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×0.91. the picker is now boosting 2 (style/theme) draws and damping 6 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 > reveal ×0.77 · lennalovesdesign: decor_inspo ×1.07 · tiannahomedecor: decor_inspo ×1.00 · DesignByClaire: decor_inspo ×1.00 · sophiadesignshomes: decor_inspo ×1.00 · Claudiadesignshomes: decor_inspo ×1.00 · Kendall Knox: decor_inspo ×1.00 · giannadesignshomes: decor_inspo ×1.00 · DecorByDianna00: decor_inspo ×1.01 · beccadoesdesign: decor_inspo ×1.00.