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San Francisco's groundbreaking lawsuit against major food manufacturers alleges that ultra-processed foods were engineered to be addictive and deliberately marketed to vulnerable communities while concealing known health risks. This government enforcement action employs public nuisance and unfair competition theories that could fundamentally reshape how packaged foods are regulated, manufactured, and marketed across the United States. Meanwhile, recent federal court decisions reveal the steep causation chal