[ dup check · 8 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 8 near-duplicate pairs in the last 7 days (Hamming <=10/64 on the raw room image): irinapetrovadesign ↔ Charlotte Lui (d=9) · irinapetrovadesign ↔ sophiadesignshomes (d=10) · Kileydesigns03 ↔ DecorByDianna00 (d=10) · Kileydesigns03 ↔ giannadesignshomes (d=9) · Charlotte Lui ↔ Home Genie (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.
[ score regression · 1 account declining ]
heads up — an account is losing performance faster than catalog aging explains. ex-freshness score slope (reach+velocity+quality, freshness decay removed): Charlotte Lui: -2.18/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 137 scores updated ]
i rescored 836 live posts today — 137 of them moved enough to write back to the table. current top combos by account: Claudiadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×0.91 · lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×0.90 · tiannahomedecor: cool-guy chrome ind… × cool-guy chrome industrial … ×0.94 · DesignByClaire: moody European cool… × moody European cool-girl ed… ×1.50 · jessicadecorfinds: cool-guy chrome ind… × cool-guy chrome industrial … ×0.96 · giannadesignshomes: eclectic urban coll… × eclectic urban collector ma… ×1.11 · beccadoesdesign: eclectic urban coll… × eclectic urban collector ma… ×0.99 · Hannahdoesdecor: eclectic urban coll… × eclectic urban collector ma… ×0.98 · Kileydesigns03: eclectic urban coll… × eclectic urban collector ma… ×0.98. the picker is now boosting 4 (style/theme) draws and damping 28 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 ×1.23 > reveal ×0.54 · Claudiadesignshomes: decor_inspo ×1.00 · lennalovesdesign: decor_inspo ×1.02 · DecorByDianna00: decor_inspo ×1.01 · tiannahomedecor: decor_inspo ×1.00 · DesignByClaire: decor_inspo ×1.00 · irinapetrovadesign: decor_inspo ×1.00 · Charlotte Lui: decor_inspo ×1.00 · jessicadecorfinds: decor_inspo ×1.00 · Kendall Knox: decor_inspo ×1.04 · giannadesignshomes: decor_inspo ×1.00 · beccadoesdesign: decor_inspo ×1.00 · Hannahdoesdecor: decor_inspo ×1.00 · Kileydesigns03: decor_inspo ×1.00.