[ 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: -3.89/wk · giannadesignshomes: -3.47/wk · Hannahdoesdecor: -9.79/wk · Kileydesigns03: -7.31/wk. fresh posts aren't landing hard enough to offset the back-catalog — worth reviewing recent concepts + steering for that account.
[ learning · 32 scores updated ]
i rescored 493 live posts today — 32 of them moved enough to write back to the table. current top combos by account: lennalovesdesign: cool-guy chrome ind… × cool-guy chrome industrial … ×1.13 · giannadesignshomes: cool-guy chrome ind… × cool-guy chrome industrial … ×1.06. 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 · lennalovesdesign: decor_inspo ×1.13 · giannadesignshomes: decor_inspo ×1.00 · DecorByDianna00: decor_inspo ×1.02.
[ dup check · 15 near-identical slide-0s ]
cross-account slide-0 fingerprint scan found 15 near-duplicate pairs in the last 7 days (Hamming <=10/64 on the raw room image): lennalovesdesign ↔ beccadoesdesign (d=10) · lennalovesdesign ↔ giannadesignshomes (d=10) · lennalovesdesign ↔ sophiadesignshomes (d=9) · giannadesignshomes ↔ DesignByClaire (d=4) · giannadesignshomes ↔ beccadoesdesign (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% · $16.01 spent ]
today's spend ($16.01) is more than 50% over the $7.00 cap. schedule still firing — check for a runaway loop. projected monthly run-rate: $490.43.