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EZIADS AI AUTO SCALE ENGINE v4.1
CONFIDENCE FILTER + SAFETY LADDER + 24H RECREATE
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Candidates Found From Winner Scoreboard: 3

Checking: Ezi2travel | UMRAH_OCT2026_PUSH02_HD20M
Campaign: UMRAH_OCT2026_PUSH02_HD20M
AI Score: 93
Scoreboard Confidence: 93
Memory Confidence: 52
Final Confidence: 73
Adset Budget Raw: 0
Campaign Budget Raw: 4000
Budget Source: CAMPAIGN_DAILY
Current Budget: RM40.00
Scale Recommendation Saved ✅
Budget: RM40.00 → RM45.00
Scale Step: RM40_TO_RM45
Final Confidence: 73
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Checking: Jom Umrah Murah Bersama Ezi2travel | UMRAH_HD20M_OCT2026_JUM
Campaign: UMRAH_HD20M_OCT2026_JUM
AI Score: 89
Scoreboard Confidence: 89
Memory Confidence: 45
Final Confidence: 67
Adset Budget Raw: 0
Campaign Budget Raw: 3500
Budget Source: CAMPAIGN_DAILY
Current Budget: RM35.00
Scale Recommendation Saved ✅
Budget: RM35.00 → RM40.00
Scale Step: RM35_TO_RM40
Final Confidence: 67
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Checking: Ezi2travel | UMRAH_HD20M_PRICE_AUG26
Campaign: UMRAH_HD20M_PRICE_AUG26
AI Score: 89
Scoreboard Confidence: 89
Memory Confidence: 43
Final Confidence: 66
Adset Budget Raw: 0
Campaign Budget Raw: 3000
Budget Source: CAMPAIGN_DAILY
Current Budget: RM30.00
Scale Recommendation Saved ✅
Budget: RM30.00 → RM35.00
Scale Step: RM30_TO_RM35
Final Confidence: 66
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SUMMARY
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Checked: 3
Saved: 3
Skipped: 0
DONE
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