Introduction As artificial intelligence permeates decision-critical domains like healthcare, justice and finance, stakeholders rightfully demand model accountability explaining automated choices…

Introduction Beyond accuracy metrics alone, responsible AI obliges upholding behavioral alignment thoughtfully appraising social impacts automated systems perpetuate unintendedly when…

Introduction As algorithms influence society reckoning accountability, economic competitiveness and human rights flashpoints emerge needing globally coordinated policy responses aligning…