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Ang pangulo ng Pilipinas na nagtatag ng KALAHI o Kapit-Bisig Laban sa Kahirapan ay si dating Pangulong Gloria Macapagal Arroyo. Ito ay naglalayon ng malawakang bawasan ang kahirapan ng mga Pilipino. Kabilang ito sa mga programa para sa kanyang Poverty Reduction Strategy.