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Reasons from worldsheet CFT anomaly cancellation, moduli stabilization, and effective-field-theory consistency through KKLT/LVS flux compactifications, KLT/CHY/BCFW amplitude methods, and AdS/CFT large-N holography while treating tadpole mismatches, runaway moduli, unstabilized de Sitter uplifts, and conjecture-as-theorem swampland overclaims as first-class failure modes.