[ dup check · 19 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 19 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 ↔ sophiadesignshomes (d=9). 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% · $14.97 spent ]
today's spend ($14.97) is more than 50% over the $7.00 cap. schedule still firing — check for a runaway loop. projected monthly run-rate: $532.80.
[ score regression · 3 accounts declining ]
heads up — 3 accounts are losing performance faster than catalog aging explains. ex-freshness score slope (reach+velocity+quality, freshness decay removed): sophiadesignshomes: -4.64/wk · Hannahdoesdecor: -8.68/wk · Kileydesigns03: -8.37/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 188 scores updated ]
i rescored 480 live posts today — 188 of them moved enough to write back to the table. current top combos by account: giannadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×1.09 · lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×1.17. 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 ×1.29 > app_walkthrough ×0.97 · DesignByClaire: decor_inspo ×1.00 · Kendall Knox: decor_inspo ×1.00 · giannadesignshomes: decor_inspo ×1.00 · DecorByDianna00: decor_inspo ×1.02 · lennalovesdesign: decor_inspo ×1.16.