[ dup check · 20 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 20 near-duplicate pairs in the last 7 days (Hamming <=10/64 on the raw room image): DecorByDianna00 ↔ tiannahomedecor (d=10) · DecorByDianna00 ↔ Claudiadesignshomes (d=10) · DecorByDianna00 ↔ irinapetrovadesign (d=10) · jessicadecorfinds ↔ tiannahomedecor (d=8) · jessicadecorfinds ↔ lennalovesdesign (d=7). 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% · $16.84 spent ]
today's spend ($16.84) is more than 50% over the $7.00 cap. schedule still firing — check for a runaway loop. projected monthly run-rate: $462.30.
[ 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: -2.63/wk · DesignByClaire: -3.16/wk · giannadesignshomes: -4.44/wk · Hannahdoesdecor: -4.29/wk · Kileydesigns03: -3.31/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 187 scores updated ]
i rescored 608 live posts today — 187 of them moved enough to write back to the table. current top combos by account: lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×0.73 · tiannahomedecor: eclectic urban coll… × eclectic urban collector ma… ×0.83 · DecorByDianna00: eclectic urban coll… × eclectic urban collector ma… ×0.94 · DesignByClaire: eclectic urban coll… × eclectic urban collector ma… ×0.76 · jessicadecorfinds: cool-guy chrome ind… × cool-guy chrome industrial … ×0.94 · giannadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×0.89 · Kileydesigns03: cool-guy chrome ind… × cool-guy chrome industrial … ×0.88. the picker is now boosting 0 (style/theme) draws and damping 15 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): sophiadesignshomes: decor_inspo ×1.00 · Home Genie: decor_inspo ×1.28 > reveal ×0.69 · lennalovesdesign: decor_inspo ×1.08 · tiannahomedecor: decor_inspo ×1.00 · DecorByDianna00: decor_inspo ×1.01 · DesignByClaire: decor_inspo ×1.00 · Charlotte Lui: decor_inspo ×1.00 · Claudiadesignshomes: decor_inspo ×1.00 · jessicadecorfinds: decor_inspo ×1.00 · Kendall Knox: decor_inspo ×1.03 · giannadesignshomes: decor_inspo ×1.00 · beccadoesdesign: decor_inspo ×1.00 · Hannahdoesdecor: decor_inspo ×1.00 · Kileydesigns03: decor_inspo ×1.00.